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.
World Model-Based End-to-End Scene Generation for Accident Anticipation in Autonomous Driving
LoViC: Efficient Long Video Generation with Context Compression
Leveraging Pre-Trained Visual Models for AI-Generated Video Detection
Taming Diffusion Transformer for Real-Time Mobile Video Generation
$I^{2}$-World: Intra-Inter Tokenization for Efficient Dynamic 4D Scene Forecasting
Lumos-1: On Autoregressive Video Generation from a Unified Model Perspective
Scaling RL to Long Videos
Martian World Models: Controllable Video Synthesis with Physically Accurate 3D Reconstructions
FIFA: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation
A Survey on Long-Video Storytelling Generation: Architectures, Consistency, and Cinematic Quality
Tora2: Motion and Appearance Customized Diffusion Transformer for Multi-Entity Video Generation
Omni-Video: Democratizing Unified Video Understanding and Generation
PresentAgent: Multimodal Agent for Presentation Video Generation
Lost in Latent Space: An Empirical Study of Latent Diffusion Models for Physics Emulation
AnyI2V: Animating Any Conditional Image with Motion Control
LLM-based Realistic Safety-Critical Driving Video Generation
Geometry-aware 4D Video Generation for Robot Manipulation
Epona: Autoregressive Diffusion World Model for Autonomous Driving
RoboScape: Physics-informed Embodied World Model
Consistent Zero-shot 3D Texture Synthesis Using Geometry-aware Diffusion and Temporal Video Models
DFVEdit: Conditional Delta Flow Vector for Zero-shot Video Editing
Video Virtual Try-on with Conditional Diffusion Transformer Inpainter
HieraSurg: Hierarchy-Aware Diffusion Model for Surgical Video Generation
ShotBench: Expert-Level Cinematic Understanding in Vision-Language Models
SmoothSinger: A Conditional Diffusion Model for Singing Voice Synthesis with Multi-Resolution Architecture
BrokenVideos: A Benchmark Dataset for Fine-Grained Artifact Localization in AI-Generated Videos
Video Perception Models for 3D Scene Synthesis
BulletGen: Improving 4D Reconstruction with Bullet-Time Generation
RDPO: Real Data Preference Optimization for Physics Consistency Video Generation
Matrix-Game: Interactive World Foundation Model
OmniAvatar: Efficient Audio-Driven Avatar Video Generation with Adaptive Body Animation
MinD: Unified Visual Imagination and Control via Hierarchical World Models
Hunyuan-GameCraft: High-dynamic Interactive Game Video Generation with Hybrid History Condition
PAROAttention: Pattern-Aware ReOrdering for Efficient Sparse and Quantized Attention in Visual Generation Models
Show-o2: Improved Native Unified Multimodal Models
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