Papers with Code 아카이브
Video Generation
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<span style="color:grey; opacity: 0.6">( Various Video Generation Tasks. Gif credit: MaGViT )</span>
논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
Trajectory Attention for Fine-grained Video Motion Control
OpenHumanVid: A Large-Scale High-Quality Dataset for Enhancing Human-Centric Video Generation
Open-Sora Plan: Open-Source Large Video Generation Model
MotionCharacter: Identity-Preserving and Motion Controllable Human Video Generation
Individual Content and Motion Dynamics Preserved Pruning for Video Diffusion Models
Towards Chunk-Wise Generation for Long Videos
AC3D: Analyzing and Improving 3D Camera Control in Video Diffusion Transformers
Free$^2$Guide: Gradient-Free Path Integral Control for Enhancing Text-to-Video Generation with Large Vision-Language Models
PersonalVideo: High ID-Fidelity Video Customization without Dynamic and Semantic Degradation
PhysMotion: Physics-Grounded Dynamics From a Single Image
AIGV-Assessor: Benchmarking and Evaluating the Perceptual Quality of Text-to-Video Generation with LMM
AnchorCrafter: Animate CyberAnchors Saling Your Products via Human-Object Interacting Video Generation
Identity-Preserving Text-to-Video Generation by Frequency Decomposition
Towards Stabilized and Efficient Diffusion Transformers through Long-Skip-Connections with Spectral Constraints
StableAnimator: High-Quality Identity-Preserving Human Image Animation
Passive Deepfake Detection Across Multi-modalities: A Comprehensive Survey
Ca2-VDM: Efficient Autoregressive Video Diffusion Model with Causal Generation and Cache Sharing
Human-Activity AGV Quality Assessment: A Benchmark Dataset and an Objective Evaluation Metric
DreamRunner: Fine-Grained Storytelling Video Generation with Retrieval-Augmented Motion Adaptation
InTraGen: Trajectory-controlled Video Generation for Object Interactions
Pathways on the Image Manifold: Image Editing via Video Generation
LetsTalk: Latent Diffusion Transformer for Talking Video Synthesis
Optical-Flow Guided Prompt Optimization for Coherent Video Generation
Importance-Based Token Merging for Efficient Image and Video Generation
VideoRepair: Improving Text-to-Video Generation via Misalignment Evaluation and Localized Refinement
MovieBench: A Hierarchical Movie Level Dataset for Long Video Generation
Neuro-Symbolic Evaluation of Text-to-Video Models using Formal Verification
MagicDriveDiT: High-Resolution Long Video Generation for Autonomous Driving with Adaptive Control
TaQ-DiT: Time-aware Quantization for Diffusion Transformers
StereoCrafter-Zero: Zero-Shot Stereo Video Generation with Noisy Restart
Understanding World or Predicting Future? A Comprehensive Survey of World Models
VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models
REDUCIO! Generating 1024$\times$1024 Video within 16 Seconds using Extremely Compressed Motion Latents
What You See Is What Matters: A Novel Visual and Physics-Based Metric for Evaluating Video Generation Quality
PoM: Efficient Image and Video Generation with the Polynomial Mixer
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