WorldDreamer: Towards General World Models for Video Generation via Predicting Masked Tokens
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• 2401.09985 • Published
• 18
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CustomVideo: Customizing Text-to-Video Generation with Multiple Subjects
Paper • 2401.09962 • Published • 9 -
Inflation with Diffusion: Efficient Temporal Adaptation for Text-to-Video Super-Resolution
Paper • 2401.10404 • Published • 10 -
ActAnywhere: Subject-Aware Video Background Generation
Paper • 2401.10822 • Published • 13 -
Lumiere: A Space-Time Diffusion Model for Video Generation
Paper • 2401.12945 • Published • 87 -
AnimateLCM: Accelerating the Animation of Personalized Diffusion Models and Adapters with Decoupled Consistency Learning
Paper • 2402.00769 • Published • 22 -
VideoPrism: A Foundational Visual Encoder for Video Understanding
Paper • 2402.13217 • Published • 38 -
Video ReCap: Recursive Captioning of Hour-Long Videos
Paper • 2402.13250 • Published • 26 -
Snap Video: Scaled Spatiotemporal Transformers for Text-to-Video Synthesis
Paper • 2402.14797 • Published • 21 -
Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models
Paper • 2402.17177 • Published • 88 -
Sora Generates Videos with Stunning Geometrical Consistency
Paper • 2402.17403 • Published • 18 -
Seeing and Hearing: Open-domain Visual-Audio Generation with Diffusion Latent Aligners
Paper • 2402.17723 • Published • 16 -
Panda-70M: Captioning 70M Videos with Multiple Cross-Modality Teachers
Paper • 2402.19479 • Published • 35 -
NaturalSpeech 3: Zero-Shot Speech Synthesis with Factorized Codec and Diffusion Models
Paper • 2403.03100 • Published • 38 -
Tuning-Free Noise Rectification for High Fidelity Image-to-Video Generation
Paper • 2403.02827 • Published • 9 -
Video Editing via Factorized Diffusion Distillation
Paper • 2403.09334 • Published • 22 -
Video Mamba Suite: State Space Model as a Versatile Alternative for Video Understanding
Paper • 2403.09626 • Published • 15 -
SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations
Paper • 2108.01073 • Published • 9 -
AnimateDiff-Lightning: Cross-Model Diffusion Distillation
Paper • 2403.12706 • Published • 18 -
Streaming Dense Video Captioning
Paper • 2404.01297 • Published • 13 -
Tango 2: Aligning Diffusion-based Text-to-Audio Generations through Direct Preference Optimization
Paper • 2404.09956 • Published • 12 -
MotionMaster: Training-free Camera Motion Transfer For Video Generation
Paper • 2404.15789 • Published • 13 -
LLM-AD: Large Language Model based Audio Description System
Paper • 2405.00983 • Published • 22 -
FIFO-Diffusion: Generating Infinite Videos from Text without Training
Paper • 2405.11473 • Published • 56 -
ReVideo: Remake a Video with Motion and Content Control
Paper • 2405.13865 • Published • 25 -
Visual Echoes: A Simple Unified Transformer for Audio-Visual Generation
Paper • 2405.14598 • Published • 13 -
Denoising LM: Pushing the Limits of Error Correction Models for Speech Recognition
Paper • 2405.15216 • Published • 15 -
I2VEdit: First-Frame-Guided Video Editing via Image-to-Video Diffusion Models
Paper • 2405.16537 • Published • 17 -
Looking Backward: Streaming Video-to-Video Translation with Feature Banks
Paper • 2405.15757 • Published • 15 -
Human4DiT: Free-view Human Video Generation with 4D Diffusion Transformer
Paper • 2405.17405 • Published • 16 -
Collaborative Video Diffusion: Consistent Multi-video Generation with Camera Control
Paper • 2405.17414 • Published • 12 -
Instruct-MusicGen: Unlocking Text-to-Music Editing for Music Language Models via Instruction Tuning
Paper • 2405.18386 • Published • 22 -
T2V-Turbo: Breaking the Quality Bottleneck of Video Consistency Model with Mixed Reward Feedback
Paper • 2405.18750 • Published • 21 -
EasyAnimate: A High-Performance Long Video Generation Method based on Transformer Architecture
Paper • 2405.18991 • Published • 12 -
MOFA-Video: Controllable Image Animation via Generative Motion Field Adaptions in Frozen Image-to-Video Diffusion Model
Paper • 2405.20222 • Published • 11 -
DeMamba: AI-Generated Video Detection on Million-Scale GenVideo Benchmark
Paper • 2405.19707 • Published • 8 -
Learning Temporally Consistent Video Depth from Video Diffusion Priors
Paper • 2406.01493 • Published • 23 -
ZeroSmooth: Training-free Diffuser Adaptation for High Frame Rate Video Generation
Paper • 2406.00908 • Published • 12 -
Searching Priors Makes Text-to-Video Synthesis Better
Paper • 2406.03215 • Published • 13 -
ShareGPT4Video: Improving Video Understanding and Generation with Better Captions
Paper • 2406.04325 • Published • 74 -
SF-V: Single Forward Video Generation Model
Paper • 2406.04324 • Published • 24 -
VideoTetris: Towards Compositional Text-to-Video Generation
Paper • 2406.04277 • Published • 25 -
MotionClone: Training-Free Motion Cloning for Controllable Video Generation
Paper • 2406.05338 • Published • 41 -
NaRCan: Natural Refined Canonical Image with Integration of Diffusion Prior for Video Editing
Paper • 2406.06523 • Published • 53 -
Hierarchical Patch Diffusion Models for High-Resolution Video Generation
Paper • 2406.07792 • Published • 16 -
AV-DiT: Efficient Audio-Visual Diffusion Transformer for Joint Audio and Video Generation
Paper • 2406.07686 • Published • 17 -
TC-Bench: Benchmarking Temporal Compositionality in Text-to-Video and Image-to-Video Generation
Paper • 2406.08656 • Published • 9 -
Rethinking Human Evaluation Protocol for Text-to-Video Models: Enhancing Reliability,Reproducibility, and Practicality
Paper • 2406.08845 • Published • 9 -
ExVideo: Extending Video Diffusion Models via Parameter-Efficient Post-Tuning
Paper • 2406.14130 • Published • 10 -
MantisScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation
Paper • 2406.15252 • Published • 18 -
Video-Infinity: Distributed Long Video Generation
Paper • 2406.16260 • Published • 30 -
DiffIR2VR-Zero: Zero-Shot Video Restoration with Diffusion-based Image Restoration Models
Paper • 2407.01519 • Published • 26 -
SVG: 3D Stereoscopic Video Generation via Denoising Frame Matrix
Paper • 2407.00367 • Published • 11 -
VIMI: Grounding Video Generation through Multi-modal Instruction
Paper • 2407.06304 • Published • 10 -
VEnhancer: Generative Space-Time Enhancement for Video Generation
Paper • 2407.07667 • Published • 16 -
Still-Moving: Customized Video Generation without Customized Video Data
Paper • 2407.08674 • Published • 13 -
CrowdMoGen: Zero-Shot Text-Driven Collective Motion Generation
Paper • 2407.06188 • Published • 3 -
TCAN: Animating Human Images with Temporally Consistent Pose Guidance using Diffusion Models
Paper • 2407.09012 • Published • 10 -
Video Occupancy Models
Paper • 2407.09533 • Published • 8 -
Noise Calibration: Plug-and-play Content-Preserving Video Enhancement using Pre-trained Video Diffusion Models
Paper • 2407.10285 • Published • 5 -
VD3D: Taming Large Video Diffusion Transformers for 3D Camera Control
Paper • 2407.12781 • Published • 13 -
Towards Understanding Unsafe Video Generation
Paper • 2407.12581 • Published -
Streetscapes: Large-scale Consistent Street View Generation Using Autoregressive Video Diffusion
Paper • 2407.13759 • Published • 18 -
Cinemo: Consistent and Controllable Image Animation with Motion Diffusion Models
Paper • 2407.15642 • Published • 11 -
MovieDreamer: Hierarchical Generation for Coherent Long Visual Sequence
Paper • 2407.16655 • Published • 30 -
T2V-CompBench: A Comprehensive Benchmark for Compositional Text-to-video Generation
Paper • 2407.14505 • Published • 26 -
FreeLong: Training-Free Long Video Generation with SpectralBlend Temporal Attention
Paper • 2407.19918 • Published • 51 -
Tora: Trajectory-oriented Diffusion Transformer for Video Generation
Paper • 2407.21705 • Published • 27 -
Fine-gained Zero-shot Video Sampling
Paper • 2407.21475 • Published • 6 -
Reenact Anything: Semantic Video Motion Transfer Using Motion-Textual Inversion
Paper • 2408.00458 • Published • 12 -
UniTalker: Scaling up Audio-Driven 3D Facial Animation through A Unified Model
Paper • 2408.00762 • Published • 10 -
VidGen-1M: A Large-Scale Dataset for Text-to-video Generation
Paper • 2408.02629 • Published • 15 -
ReSyncer: Rewiring Style-based Generator for Unified Audio-Visually Synced Facial Performer
Paper • 2408.03284 • Published • 11 -
Puppet-Master: Scaling Interactive Video Generation as a Motion Prior for Part-Level Dynamics
Paper • 2408.04631 • Published • 9 -
Kalman-Inspired Feature Propagation for Video Face Super-Resolution
Paper • 2408.05205 • Published • 9 -
CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer
Paper • 2408.06072 • Published • 38 -
FancyVideo: Towards Dynamic and Consistent Video Generation via Cross-frame Textual Guidance
Paper • 2408.08189 • Published • 17 -
Factorized-Dreamer: Training A High-Quality Video Generator with Limited and Low-Quality Data
Paper • 2408.10119 • Published • 17 -
TWLV-I: Analysis and Insights from Holistic Evaluation on Video Foundation Models
Paper • 2408.11318 • Published • 56 -
TrackGo: A Flexible and Efficient Method for Controllable Video Generation
Paper • 2408.11475 • Published • 18 -
Real-Time Video Generation with Pyramid Attention Broadcast
Paper • 2408.12588 • Published • 17 -
CustomCrafter: Customized Video Generation with Preserving Motion and Concept Composition Abilities
Paper • 2408.13239 • Published • 11 -
Training-free Long Video Generation with Chain of Diffusion Model Experts
Paper • 2408.13423 • Published • 23 -
TVG: A Training-free Transition Video Generation Method with Diffusion Models
Paper • 2408.13413 • Published • 14 -
Generative Inbetweening: Adapting Image-to-Video Models for Keyframe Interpolation
Paper • 2408.15239 • Published • 30 -
OD-VAE: An Omni-dimensional Video Compressor for Improving Latent Video Diffusion Model
Paper • 2409.01199 • Published • 14 -
Follow-Your-Canvas: Higher-Resolution Video Outpainting with Extensive Content Generation
Paper • 2409.01055 • Published • 6 -
Loopy: Taming Audio-Driven Portrait Avatar with Long-Term Motion Dependency
Paper • 2409.02634 • Published • 97 -
OSV: One Step is Enough for High-Quality Image to Video Generation
Paper • 2409.11367 • Published • 14 -
Towards Diverse and Efficient Audio Captioning via Diffusion Models
Paper • 2409.09401 • Published • 7 -
LVCD: Reference-based Lineart Video Colorization with Diffusion Models
Paper • 2409.12960 • Published • 24 -
Denoising Reuse: Exploiting Inter-frame Motion Consistency for Efficient Video Latent Generation
Paper • 2409.12532 • Published • 5 -
MIMO: Controllable Character Video Synthesis with Spatial Decomposed Modeling
Paper • 2409.16160 • Published • 34 -
PhysGen: Rigid-Body Physics-Grounded Image-to-Video Generation
Paper • 2409.18964 • Published • 27 -
VideoGuide: Improving Video Diffusion Models without Training Through a Teacher's Guide
Paper • 2410.04364 • Published • 29 -
AuroraCap: Efficient, Performant Video Detailed Captioning and a New Benchmark
Paper • 2410.03051 • Published • 6 -
Pyramidal Flow Matching for Efficient Video Generative Modeling
Paper • 2410.05954 • Published • 40 -
T2V-Turbo-v2: Enhancing Video Generation Model Post-Training through Data, Reward, and Conditional Guidance Design
Paper • 2410.05677 • Published • 14 -
Loong: Generating Minute-level Long Videos with Autoregressive Language Models
Paper • 2410.02757 • Published • 36 -
Animate-X: Universal Character Image Animation with Enhanced Motion Representation
Paper • 2410.10306 • Published • 56 -
Cavia: Camera-controllable Multi-view Video Diffusion with View-Integrated Attention
Paper • 2410.10774 • Published • 25 -
LVD-2M: A Long-take Video Dataset with Temporally Dense Captions
Paper • 2410.10816 • Published • 21 -
Movie Gen: A Cast of Media Foundation Models
Paper • 2410.13720 • Published • 100 -
DreamVideo-2: Zero-Shot Subject-Driven Video Customization with Precise Motion Control
Paper • 2410.13830 • Published • 26 -
LongVU: Spatiotemporal Adaptive Compression for Long Video-Language Understanding
Paper • 2410.17434 • Published • 27 -
FasterCache: Training-Free Video Diffusion Model Acceleration with High Quality
Paper • 2410.19355 • Published • 24 -
MarDini: Masked Autoregressive Diffusion for Video Generation at Scale
Paper • 2410.20280 • Published • 23 -
SlowFast-VGen: Slow-Fast Learning for Action-Driven Long Video Generation
Paper • 2410.23277 • Published • 9 -
Fashion-VDM: Video Diffusion Model for Virtual Try-On
Paper • 2411.00225 • Published • 11 -
Adaptive Caching for Faster Video Generation with Diffusion Transformers
Paper • 2411.02397 • Published • 23 -
Motion Control for Enhanced Complex Action Video Generation
Paper • 2411.08328 • Published • 5 -
AnimateAnything: Consistent and Controllable Animation for Video Generation
Paper • 2411.10836 • Published • 24 -
StableV2V: Stablizing Shape Consistency in Video-to-Video Editing
Paper • 2411.11045 • Published • 11 -
FlipSketch: Flipping Static Drawings to Text-Guided Sketch Animations
Paper • 2411.10818 • Published • 26 -
VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models
Paper • 2411.13503 • Published • 34 -
MagicDriveDiT: High-Resolution Long Video Generation for Autonomous Driving with Adaptive Control
Paper • 2411.13807 • Published • 11 -
Efficient Long Video Tokenization via Coordinated-based Patch Reconstruction
Paper • 2411.14762 • Published • 11 -
VideoRepair: Improving Text-to-Video Generation via Misalignment Evaluation and Localized Refinement
Paper • 2411.15115 • Published • 10 -
DreamRunner: Fine-Grained Storytelling Video Generation with Retrieval-Augmented Motion Adaptation
Paper • 2411.16657 • Published • 19 -
AnchorCrafter: Animate CyberAnchors Saling Your Products via Human-Object Interacting Video Generation
Paper • 2411.17383 • Published • 7 -
Identity-Preserving Text-to-Video Generation by Frequency Decomposition
Paper • 2411.17440 • Published • 37 -
Free^2Guide: Gradient-Free Path Integral Control for Enhancing Text-to-Video Generation with Large Vision-Language Models
Paper • 2411.17041 • Published • 13 -
Video Depth without Video Models
Paper • 2411.19189 • Published • 39 -
Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model
Paper • 2411.19108 • Published • 20 -
Spatiotemporal Skip Guidance for Enhanced Video Diffusion Sampling
Paper • 2411.18664 • Published • 24 -
AC3D: Analyzing and Improving 3D Camera Control in Video Diffusion Transformers
Paper • 2411.18673 • Published • 8 -
VISTA: Enhancing Long-Duration and High-Resolution Video Understanding by Video Spatiotemporal Augmentation
Paper • 2412.00927 • Published • 29 -
Open-Sora Plan: Open-Source Large Video Generation Model
Paper • 2412.00131 • Published • 33 -
TAPTRv3: Spatial and Temporal Context Foster Robust Tracking of Any Point in Long Video
Paper • 2411.18671 • Published • 20 -
Efficient Track Anything
Paper • 2411.18933 • Published • 17 -
WF-VAE: Enhancing Video VAE by Wavelet-Driven Energy Flow for Latent Video Diffusion Model
Paper • 2411.17459 • Published • 12 -
Long Video Diffusion Generation with Segmented Cross-Attention and Content-Rich Video Data Curation
Paper • 2412.01316 • Published • 10 -
VideoGen-of-Thought: A Collaborative Framework for Multi-Shot Video Generation
Paper • 2412.02259 • Published • 60 -
NVComposer: Boosting Generative Novel View Synthesis with Multiple Sparse and Unposed Images
Paper • 2412.03517 • Published • 19 -
Mimir: Improving Video Diffusion Models for Precise Text Understanding
Paper • 2412.03085 • Published • 12 -
LiFT: Leveraging Human Feedback for Text-to-Video Model Alignment
Paper • 2412.04814 • Published • 46 -
GenMAC: Compositional Text-to-Video Generation with Multi-Agent Collaboration
Paper • 2412.04440 • Published • 22 -
Mind the Time: Temporally-Controlled Multi-Event Video Generation
Paper • 2412.05263 • Published • 10 -
Divot: Diffusion Powers Video Tokenizer for Comprehension and Generation
Paper • 2412.04432 • Published • 16 -
MotionShop: Zero-Shot Motion Transfer in Video Diffusion Models with Mixture of Score Guidance
Paper • 2412.05355 • Published • 8 -
STIV: Scalable Text and Image Conditioned Video Generation
Paper • 2412.07730 • Published • 74 -
Mobile Video Diffusion
Paper • 2412.07583 • Published • 20 -
MoViE: Mobile Diffusion for Video Editing
Paper • 2412.06578 • Published • 18 -
Video Motion Transfer with Diffusion Transformers
Paper • 2412.07776 • Published • 17 -
SynCamMaster: Synchronizing Multi-Camera Video Generation from Diverse Viewpoints
Paper • 2412.07760 • Published • 55 -
StyleMaster: Stylize Your Video with Artistic Generation and Translation
Paper • 2412.07744 • Published • 20 -
Track4Gen: Teaching Video Diffusion Models to Track Points Improves Video Generation
Paper • 2412.06016 • Published • 20 -
DisPose: Disentangling Pose Guidance for Controllable Human Image Animation
Paper • 2412.09349 • Published • 8 -
InstanceCap: Improving Text-to-Video Generation via Instance-aware Structured Caption
Paper • 2412.09283 • Published • 19 -
LinGen: Towards High-Resolution Minute-Length Text-to-Video Generation with Linear Computational Complexity
Paper • 2412.09856 • Published • 11 -
VividFace: A Diffusion-Based Hybrid Framework for High-Fidelity Video Face Swapping
Paper • 2412.11279 • Published • 13 -
SUGAR: Subject-Driven Video Customization in a Zero-Shot Manner
Paper • 2412.10533 • Published • 5 -
MIVE: New Design and Benchmark for Multi-Instance Video Editing
Paper • 2412.12877 • Published • 4 -
AniDoc: Animation Creation Made Easier
Paper • 2412.14173 • Published • 58 -
Autoregressive Video Generation without Vector Quantization
Paper • 2412.14169 • Published • 14 -
VidTok: A Versatile and Open-Source Video Tokenizer
Paper • 2412.13061 • Published • 8 -
Parallelized Autoregressive Visual Generation
Paper • 2412.15119 • Published • 53 -
TRecViT: A Recurrent Video Transformer
Paper • 2412.14294 • Published • 13 -
Large Motion Video Autoencoding with Cross-modal Video VAE
Paper • 2412.17805 • Published • 24 -
DiTCtrl: Exploring Attention Control in Multi-Modal Diffusion Transformer for Tuning-Free Multi-Prompt Longer Video Generation
Paper • 2412.18597 • Published • 20 -
MotiF: Making Text Count in Image Animation with Motion Focal Loss
Paper • 2412.16153 • Published • 6 -
VideoMaker: Zero-shot Customized Video Generation with the Inherent Force of Video Diffusion Models
Paper • 2412.19645 • Published • 13 -
VideoAnydoor: High-fidelity Video Object Insertion with Precise Motion Control
Paper • 2501.01427 • Published • 53 -
VideoRefer Suite: Advancing Spatial-Temporal Object Understanding with Video LLM
Paper • 2501.00599 • Published • 46 -
LTX-Video: Realtime Video Latent Diffusion
Paper • 2501.00103 • Published • 50 -
Reconstruction vs. Generation: Taming Optimization Dilemma in Latent Diffusion Models
Paper • 2501.01423 • Published • 44 -
Unifying Specialized Visual Encoders for Video Language Models
Paper • 2501.01426 • Published • 20 -
SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration
Paper • 2501.01320 • Published • 12 -
VisionReward: Fine-Grained Multi-Dimensional Human Preference Learning for Image and Video Generation
Paper • 2412.21059 • Published • 19 -
STAR: Spatial-Temporal Augmentation with Text-to-Video Models for Real-World Video Super-Resolution
Paper • 2501.02976 • Published • 56 -
GS-DiT: Advancing Video Generation with Pseudo 4D Gaussian Fields through Efficient Dense 3D Point Tracking
Paper • 2501.02690 • Published • 16 -
Through-The-Mask: Mask-based Motion Trajectories for Image-to-Video Generation
Paper • 2501.03059 • Published • 22 -
TransPixar: Advancing Text-to-Video Generation with Transparency
Paper • 2501.03006 • Published • 25 -
Ingredients: Blending Custom Photos with Video Diffusion Transformers
Paper • 2501.01790 • Published • 8 -
Sa2VA: Marrying SAM2 with LLaVA for Dense Grounded Understanding of Images and Videos
Paper • 2501.04001 • Published • 47 -
Diffusion as Shader: 3D-aware Video Diffusion for Versatile Video Generation Control
Paper • 2501.03847 • Published • 22 -
Magic Mirror: ID-Preserved Video Generation in Video Diffusion Transformers
Paper • 2501.03931 • Published • 15 -
An Empirical Study of Autoregressive Pre-training from Videos
Paper • 2501.05453 • Published • 41 -
VideoRAG: Retrieval-Augmented Generation over Video Corpus
Paper • 2501.05874 • Published • 75 -
ConceptMaster: Multi-Concept Video Customization on Diffusion Transformer Models Without Test-Time Tuning
Paper • 2501.04698 • Published • 15 -
Multi-subject Open-set Personalization in Video Generation
Paper • 2501.06187 • Published • 14 -
VideoAuteur: Towards Long Narrative Video Generation
Paper • 2501.06173 • Published • 31 -
Diffusion Adversarial Post-Training for One-Step Video Generation
Paper • 2501.08316 • Published • 36 -
RepVideo: Rethinking Cross-Layer Representation for Video Generation
Paper • 2501.08994 • Published • 15 -
Ouroboros-Diffusion: Exploring Consistent Content Generation in Tuning-free Long Video Diffusion
Paper • 2501.09019 • Published • 12 -
Learnings from Scaling Visual Tokenizers for Reconstruction and Generation
Paper • 2501.09755 • Published • 35 -
X-Dyna: Expressive Dynamic Human Image Animation
Paper • 2501.10021 • Published • 14 -
GameFactory: Creating New Games with Generative Interactive Videos
Paper • 2501.08325 • Published • 67 -
Video Depth Anything: Consistent Depth Estimation for Super-Long Videos
Paper • 2501.12375 • Published • 23 -
Go-with-the-Flow: Motion-Controllable Video Diffusion Models Using Real-Time Warped Noise
Paper • 2501.08331 • Published • 20 -
EMO2: End-Effector Guided Audio-Driven Avatar Video Generation
Paper • 2501.10687 • Published • 15 -
Taming Teacher Forcing for Masked Autoregressive Video Generation
Paper • 2501.12389 • Published • 10 -
Improving Video Generation with Human Feedback
Paper • 2501.13918 • Published • 52 -
DiffuEraser: A Diffusion Model for Video Inpainting
Paper • 2501.10018 • Published • 17 -
EchoVideo: Identity-Preserving Human Video Generation by Multimodal Feature Fusion
Paper • 2501.13452 • Published • 8 -
VideoJAM: Joint Appearance-Motion Representations for Enhanced Motion Generation in Video Models
Paper • 2502.02492 • Published • 66 -
DynVFX: Augmenting Real Videos with Dynamic Content
Paper • 2502.03621 • Published • 31 -
MotionCanvas: Cinematic Shot Design with Controllable Image-to-Video Generation
Paper • 2502.04299 • Published • 18 -
Towards Physical Understanding in Video Generation: A 3D Point Regularization Approach
Paper • 2502.03639 • Published • 9 -
VideoRoPE: What Makes for Good Video Rotary Position Embedding?
Paper • 2502.05173 • Published • 64 -
Fast Video Generation with Sliding Tile Attention
Paper • 2502.04507 • Published • 51 -
Goku: Flow Based Video Generative Foundation Models
Paper • 2502.04896 • Published • 106 -
FlashVideo:Flowing Fidelity to Detail for Efficient High-Resolution Video Generation
Paper • 2502.05179 • Published • 24 -
On-device Sora: Enabling Diffusion-Based Text-to-Video Generation for Mobile Devices
Paper • 2502.04363 • Published • 12 -
History-Guided Video Diffusion
Paper • 2502.06764 • Published • 12 -
Magic 1-For-1: Generating One Minute Video Clips within One Minute
Paper • 2502.07701 • Published • 36 -
Enhance-A-Video: Better Generated Video for Free
Paper • 2502.07508 • Published • 21 -
VidCRAFT3: Camera, Object, and Lighting Control for Image-to-Video Generation
Paper • 2502.07531 • Published • 12 -
Light-A-Video: Training-free Video Relighting via Progressive Light Fusion
Paper • 2502.08590 • Published • 42 -
CineMaster: A 3D-Aware and Controllable Framework for Cinematic Text-to-Video Generation
Paper • 2502.08639 • Published • 43 -
Next Block Prediction: Video Generation via Semi-Autoregressive Modeling
Paper • 2502.07737 • Published • 9 -
Animate Anyone 2: High-Fidelity Character Image Animation with Environment Affordance
Paper • 2502.06145 • Published • 18 -
Step-Video-T2V Technical Report: The Practice, Challenges, and Future of Video Foundation Model
Paper • 2502.10248 • Published • 57 -
Phantom: Subject-consistent video generation via cross-modal alignment
Paper • 2502.11079 • Published • 59 -
VideoGrain: Modulating Space-Time Attention for Multi-grained Video Editing
Paper • 2502.17258 • Published • 79 -
RIFLEx: A Free Lunch for Length Extrapolation in Video Diffusion Transformers
Paper • 2502.15894 • Published • 20 -
UniTok: A Unified Tokenizer for Visual Generation and Understanding
Paper • 2502.20321 • Published • 30 -
Mobius: Text to Seamless Looping Video Generation via Latent Shift
Paper • 2502.20307 • Published • 18 -
The Best of Both Worlds: Integrating Language Models and Diffusion Models for Video Generation
Paper • 2503.04606 • Published • 9 -
VideoPainter: Any-length Video Inpainting and Editing with Plug-and-Play Context Control
Paper • 2503.05639 • Published • 26 -
TrajectoryCrafter: Redirecting Camera Trajectory for Monocular Videos via Diffusion Models
Paper • 2503.05638 • Published • 20 -
Automated Movie Generation via Multi-Agent CoT Planning
Paper • 2503.07314 • Published • 44 -
MagicInfinite: Generating Infinite Talking Videos with Your Words and Voice
Paper • 2503.05978 • Published • 36 -
Tuning-Free Multi-Event Long Video Generation via Synchronized Coupled Sampling
Paper • 2503.08605 • Published • 27 -
TPDiff: Temporal Pyramid Video Diffusion Model
Paper • 2503.09566 • Published • 45 -
Reangle-A-Video: 4D Video Generation as Video-to-Video Translation
Paper • 2503.09151 • Published • 32 -
Open-Sora 2.0: Training a Commercial-Level Video Generation Model in $200k
Paper • 2503.09642 • Published • 20 -
Long Context Tuning for Video Generation
Paper • 2503.10589 • Published • 14 -
CINEMA: Coherent Multi-Subject Video Generation via MLLM-Based Guidance
Paper • 2503.10391 • Published • 12 -
Large-scale Pre-training for Grounded Video Caption Generation
Paper • 2503.10781 • Published • 16 -
Cockatiel: Ensembling Synthetic and Human Preferenced Training for Detailed Video Caption
Paper • 2503.09279 • Published • 5 -
DropletVideo: A Dataset and Approach to Explore Integral Spatio-Temporal Consistent Video Generation
Paper • 2503.06053 • Published • 138 -
VideoMind: A Chain-of-LoRA Agent for Long Video Reasoning
Paper • 2503.13444 • Published • 17 -
MTV-Inpaint: Multi-Task Long Video Inpainting
Paper • 2503.11412 • Published • 10 -
Long-Video Audio Synthesis with Multi-Agent Collaboration
Paper • 2503.10719 • Published • 9 -
WISA: World Simulator Assistant for Physics-Aware Text-to-Video Generation
Paper • 2503.08153 • Published • 3 -
Cosmos-Transfer1: Conditional World Generation with Adaptive Multimodal Control
Paper • 2503.14492 • Published • 20 -
FlexWorld: Progressively Expanding 3D Scenes for Flexiable-View Synthesis
Paper • 2503.13265 • Published • 15 -
Concat-ID: Towards Universal Identity-Preserving Video Synthesis
Paper • 2503.14151 • Published • 10 -
Temporal Regularization Makes Your Video Generator Stronger
Paper • 2503.15417 • Published • 22 -
MusicInfuser: Making Video Diffusion Listen and Dance
Paper • 2503.14505 • Published • 12 -
MagicMotion: Controllable Video Generation with Dense-to-Sparse Trajectory Guidance
Paper • 2503.16421 • Published • 11 -
MagicID: Hybrid Preference Optimization for ID-Consistent and Dynamic-Preserved Video Customization
Paper • 2503.12689 • Published • 5 -
Enabling Versatile Controls for Video Diffusion Models
Paper • 2503.16983 • Published • 15 -
Video-T1: Test-Time Scaling for Video Generation
Paper • 2503.18942 • Published • 90 -
CFG-Zero*: Improved Classifier-Free Guidance for Flow Matching Models
Paper • 2503.18886 • Published • 24 -
Long-Context Autoregressive Video Modeling with Next-Frame Prediction
Paper • 2503.19325 • Published • 73 -
FullDiT: Multi-Task Video Generative Foundation Model with Full Attention
Paper • 2503.19907 • Published • 8 -
Mask^2DiT: Dual Mask-based Diffusion Transformer for Multi-Scene Long Video Generation
Paper • 2503.19881 • Published • 6 -
Wan: Open and Advanced Large-Scale Video Generative Models
Paper • 2503.20314 • Published • 59 -
AccVideo: Accelerating Video Diffusion Model with Synthetic Dataset
Paper • 2503.19462 • Published • 10 -
Synthetic Video Enhances Physical Fidelity in Video Synthesis
Paper • 2503.20822 • Published • 16 -
SketchVideo: Sketch-based Video Generation and Editing
Paper • 2503.23284 • Published • 23 -
Any2Caption:Interpreting Any Condition to Caption for Controllable Video Generation
Paper • 2503.24379 • Published • 76 -
JavisDiT: Joint Audio-Video Diffusion Transformer with Hierarchical Spatio-Temporal Prior Synchronization
Paper • 2503.23377 • Published • 57 -
SkyReels-A2: Compose Anything in Video Diffusion Transformers
Paper • 2504.02436 • Published • 39 -
One-Minute Video Generation with Test-Time Training
Paper • 2504.05298 • Published • 110 -
GenDoP: Auto-regressive Camera Trajectory Generation as a Director of Photography
Paper • 2504.07083 • Published • 22 -
Caption Anything in Video: Fine-grained Object-centric Captioning via Spatiotemporal Multimodal Prompting
Paper • 2504.05541 • Published • 15 -
DiTaiListener: Controllable High Fidelity Listener Video Generation with Diffusion
Paper • 2504.04010 • Published • 9 -
Training-free Guidance in Text-to-Video Generation via Multimodal Planning and Structured Noise Initialization
Paper • 2504.08641 • Published • 6 -
NormalCrafter: Learning Temporally Consistent Normals from Video Diffusion Priors
Paper • 2504.11427 • Published • 19 -
VistaDPO: Video Hierarchical Spatial-Temporal Direct Preference Optimization for Large Video Models
Paper • 2504.13122 • Published • 20 -
SphereDiff: Tuning-free Omnidirectional Panoramic Image and Video Generation via Spherical Latent Representation
Paper • 2504.14396 • Published • 27 -
Uni3C: Unifying Precisely 3D-Enhanced Camera and Human Motion Controls for Video Generation
Paper • 2504.14899 • Published • 20 -
Vidi: Large Multimodal Models for Video Understanding and Editing
Paper • 2504.15681 • Published • 14 -
RealisDance-DiT: Simple yet Strong Baseline towards Controllable Character Animation in the Wild
Paper • 2504.14977 • Published • 10 -
TimeChat-Online: 80% Visual Tokens are Naturally Redundant in Streaming Videos
Paper • 2504.17343 • Published • 13 -
3DV-TON: Textured 3D-Guided Consistent Video Try-on via Diffusion Models
Paper • 2504.17414 • Published • 18 -
Towards Understanding Camera Motions in Any Video
Paper • 2504.15376 • Published • 155 -
Subject-driven Video Generation via Disentangled Identity and Motion
Paper • 2504.17816 • Published • 12 -
ReVision: High-Quality, Low-Cost Video Generation with Explicit 3D Physics Modeling for Complex Motion and Interaction
Paper • 2504.21855 • Published • 13 -
HunyuanCustom: A Multimodal-Driven Architecture for Customized Video Generation
Paper • 2505.04512 • Published • 36 -
Scaling Image and Video Generation via Test-Time Evolutionary Search
Paper • 2505.17618 • Published • 41 -
Model Already Knows the Best Noise: Bayesian Active Noise Selection via Attention in Video Diffusion Model
Paper • 2505.17561 • Published • 31 -
OpenS2V-Nexus: A Detailed Benchmark and Million-Scale Dataset for Subject-to-Video Generation
Paper • 2505.20292 • Published • 52 -
Sparse VideoGen2: Accelerate Video Generation with Sparse Attention via Semantic-Aware Permutation
Paper • 2505.18875 • Published • 42 -
MotionPro: A Precise Motion Controller for Image-to-Video Generation
Paper • 2505.20287 • Published • 20 -
HunyuanVideo-Avatar: High-Fidelity Audio-Driven Human Animation for Multiple Characters
Paper • 2505.20156 • Published • 1 -
MAGREF: Masked Guidance for Any-Reference Video Generation
Paper • 2505.23742 • Published • 11 -
ATI: Any Trajectory Instruction for Controllable Video Generation
Paper • 2505.22944 • Published • 6 -
Temporal In-Context Fine-Tuning for Versatile Control of Video Diffusion Models
Paper • 2506.00996 • Published • 40 -
FlowMo: Variance-Based Flow Guidance for Coherent Motion in Video Generation
Paper • 2506.01144 • Published • 15 -
Voyager: Long-Range and World-Consistent Video Diffusion for Explorable 3D Scene Generation
Paper • 2506.04225 • Published • 28 -
IllumiCraft: Unified Geometry and Illumination Diffusion for Controllable Video Generation
Paper • 2506.03150 • Published • 21 -
LayerFlow: A Unified Model for Layer-aware Video Generation
Paper • 2506.04228 • Published • 13 -
SeedVR2: One-Step Video Restoration via Diffusion Adversarial Post-Training
Paper • 2506.05301 • Published • 59 -
FlowDirector: Training-Free Flow Steering for Precise Text-to-Video Editing
Paper • 2506.05046 • Published • 2 -
PolyVivid: Vivid Multi-Subject Video Generation with Cross-Modal Interaction and Enhancement
Paper • 2506.07848 • Published • 4 -
Dynamic View Synthesis as an Inverse Problem
Paper • 2506.08004 • Published • 5 -
Frame Guidance: Training-Free Guidance for Frame-Level Control in Video Diffusion Models
Paper • 2506.07177 • Published • 23 -
Seedance 1.0: Exploring the Boundaries of Video Generation Models
Paper • 2506.09113 • Published • 107 -
Autoregressive Adversarial Post-Training for Real-Time Interactive Video Generation
Paper • 2506.09350 • Published • 48 -
InterActHuman: Multi-Concept Human Animation with Layout-Aligned Audio Conditions
Paper • 2506.09984 • Published • 14 -
Cross-Frame Representation Alignment for Fine-Tuning Video Diffusion Models
Paper • 2506.09229 • Published • 7 -
Shape-for-Motion: Precise and Consistent Video Editing with 3D Proxy
Paper • 2506.22432 • Published • 13 -
VMoBA: Mixture-of-Block Attention for Video Diffusion Models
Paper • 2506.23858 • Published • 31 -
Radial Attention: O(nlog n) Sparse Attention with Energy Decay for Long Video Generation
Paper • 2506.19852 • Published • 42 -
JAM-Flow: Joint Audio-Motion Synthesis with Flow Matching
Paper • 2506.23552 • Published • 10 -
STR-Match: Matching SpatioTemporal Relevance Score for Training-Free Video Editing
Paper • 2506.22868 • Published • 5 -
StreamDiT: Real-Time Streaming Text-to-Video Generation
Paper • 2507.03745 • Published • 32 -
Geometry Forcing: Marrying Video Diffusion and 3D Representation for Consistent World Modeling
Paper • 2507.07982 • Published • 34 -
A Survey on Long-Video Storytelling Generation: Architectures, Consistency, and Cinematic Quality
Paper • 2507.07202 • Published • 25 -
Lumos-1: On Autoregressive Video Generation from a Unified Model Perspective
Paper • 2507.08801 • Published • 31 -
UGC-VideoCaptioner: An Omni UGC Video Detail Caption Model and New Benchmarks
Paper • 2507.11336 • Published • 7 -
TLB-VFI: Temporal-Aware Latent Brownian Bridge Diffusion for Video Frame Interpolation
Paper • 2507.04984 • Published • 6 -
SeC: Advancing Complex Video Object Segmentation via Progressive Concept Construction
Paper • 2507.15852 • Published • 38 -
TokensGen: Harnessing Condensed Tokens for Long Video Generation
Paper • 2507.15728 • Published • 8 -
PUSA V1.0: Surpassing Wan-I2V with $500 Training Cost by Vectorized Timestep Adaptation
Paper • 2507.16116 • Published • 13 -
nablaNABLA: Neighborhood Adaptive Block-Level Attention
Paper • 2507.13546 • Published • 125 -
Captain Cinema: Towards Short Movie Generation
Paper • 2507.18634 • Published • 42 -
LongVie: Multimodal-Guided Controllable Ultra-Long Video Generation
Paper • 2508.03694 • Published • 52 -
DreamVVT: Mastering Realistic Video Virtual Try-On in the Wild via a Stage-Wise Diffusion Transformer Framework
Paper • 2508.02807 • Published • 13 -
Omni-Effects: Unified and Spatially-Controllable Visual Effects Generation
Paper • 2508.07981 • Published • 63 -
CharacterShot: Controllable and Consistent 4D Character Animation
Paper • 2508.07409 • Published • 39 -
Cut2Next: Generating Next Shot via In-Context Tuning
Paper • 2508.08244 • Published • 13 -
Stand-In: A Lightweight and Plug-and-Play Identity Control for Video Generation
Paper • 2508.07901 • Published • 40 -
ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing
Paper • 2508.10881 • Published • 52 -
Waver: Wave Your Way to Lifelike Video Generation
Paper • 2508.15761 • Published • 36 -
Wan-S2V: Audio-Driven Cinematic Video Generation
Paper • 2508.18621 • Published • 20 -
Mixture of Contexts for Long Video Generation
Paper • 2508.21058 • Published • 35 -
UniVerse-1: Unified Audio-Video Generation via Stitching of Experts
Paper • 2509.06155 • Published • 14 -
HuMo: Human-Centric Video Generation via Collaborative Multi-Modal Conditioning
Paper • 2509.08519 • Published • 128 -
Wan-Animate: Unified Character Animation and Replacement with Holistic Replication
Paper • 2509.14055 • Published • 17 -
Lynx: Towards High-Fidelity Personalized Video Generation
Paper • 2509.15496 • Published • 13 -
OmniInsert: Mask-Free Video Insertion of Any Reference via Diffusion Transformer Models
Paper • 2509.17627 • Published • 66 -
ContextFlow: Training-Free Video Object Editing via Adaptive Context Enrichment
Paper • 2509.17818 • Published • 8 -
DC-VideoGen: Efficient Video Generation with Deep Compression Video Autoencoder
Paper • 2509.25182 • Published • 39 -
MotionRAG: Motion Retrieval-Augmented Image-to-Video Generation
Paper • 2509.26391 • Published • 22 -
UniVideo: Unified Understanding, Generation, and Editing for Videos
Paper • 2510.08377 • Published • 81 -
VideoCanvas: Unified Video Completion from Arbitrary Spatiotemporal Patches via In-Context Conditioning
Paper • 2510.08555 • Published • 64 -
UniMMVSR: A Unified Multi-Modal Framework for Cascaded Video Super-Resolution
Paper • 2510.08143 • Published • 20 -
PickStyle: Video-to-Video Style Transfer with Context-Style Adapters
Paper • 2510.07546 • Published • 22 -
InstructX: Towards Unified Visual Editing with MLLM Guidance
Paper • 2510.08485 • Published • 18 -
Bridging Text and Video Generation: A Survey
Paper • 2510.04999 • Published • 6 -
Scaling Instruction-Based Video Editing with a High-Quality Synthetic Dataset
Paper • 2510.15742 • Published • 51 -
Stable Video Infinity: Infinite-Length Video Generation with Error Recycling
Paper • 2510.09212 • Published • 18 -
UniAVGen: Unified Audio and Video Generation with Asymmetric Cross-Modal Interactions
Paper • 2511.03334 • Published • 53 -
UniLumos: Fast and Unified Image and Video Relighting with Physics-Plausible Feedback
Paper • 2511.01678 • Published • 38 -
VFXMaster: Unlocking Dynamic Visual Effect Generation via In-Context Learning
Paper • 2510.25772 • Published • 33 -
SteadyDancer: Harmonized and Coherent Human Image Animation with First-Frame Preservation
Paper • 2511.19320 • Published • 42 -
Harmony: Harmonizing Audio and Video Generation through Cross-Task Synergy
Paper • 2511.21579 • Published • 23 -
Plan-X: Instruct Video Generation via Semantic Planning
Paper • 2511.17986 • Published • 18 -
MultiShotMaster: A Controllable Multi-Shot Video Generation Framework
Paper • 2512.03041 • Published • 64 -
Infinity-RoPE: Action-Controllable Infinite Video Generation Emerges From Autoregressive Self-Rollout
Paper • 2511.20649 • Published • 48 -
Vision Bridge Transformer at Scale
Paper • 2511.23199 • Published • 46 -
Wan-Move: Motion-controllable Video Generation via Latent Trajectory Guidance
Paper • 2512.08765 • Published • 132 -
StereoWorld: Geometry-Aware Monocular-to-Stereo Video Generation
Paper • 2512.09363 • Published • 72 -
Composing Concepts from Images and Videos via Concept-prompt Binding
Paper • 2512.09824 • Published • 28 -
UnityVideo: Unified Multi-Modal Multi-Task Learning for Enhancing World-Aware Video Generation
Paper • 2512.07831 • Published • 17 -
Seedance 1.5 pro: A Native Audio-Visual Joint Generation Foundation Model
Paper • 2512.13507 • Published • 40 -
SemanticGen: Video Generation in Semantic Space
Paper • 2512.20619 • Published • 93 -
TurboDiffusion: Accelerating Video Diffusion Models by 100-200 Times
Paper • 2512.16093 • Published • 95 -
InsertAnywhere: Bridging 4D Scene Geometry and Diffusion Models for Realistic Video Object Insertion
Paper • 2512.17504 • Published • 97 -
FlowBlending: Stage-Aware Multi-Model Sampling for Fast and High-Fidelity Video Generation
Paper • 2512.24724 • Published • 7 -
LTX-2: Efficient Joint Audio-Visual Foundation Model
Paper • 2601.03233 • Published • 154 -
DreamID-V:Bridging the Image-to-Video Gap for High-Fidelity Face Swapping via Diffusion Transformer
Paper • 2601.01425 • Published • 52 -
SkyReels-V3 Technique Report
Paper • 2601.17323 • Published • 9 -
3D-Aware Implicit Motion Control for View-Adaptive Human Video Generation
Paper • 2602.03796 • Published • 57