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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.
VMBench: A Benchmark for Perception-Aligned Video Motion Generation
Semantic Latent Motion for Portrait Video Generation
CINEMA: Coherent Multi-Subject Video Generation via MLLM-Based Guidance
Long Context Tuning for Video Generation
Reangle-A-Video: 4D Video Generation as Video-to-Video Translation
Other Vehicle Trajectories Are Also Needed: A Driving World Model Unifies Ego-Other Vehicle Trajectories in Video Latant Space
Unified Dense Prediction of Video Diffusion
PISA Experiments: Exploring Physics Post-Training for Video Diffusion Models by Watching Stuff Drop
Open-Sora 2.0: Training a Commercial-Level Video Generation Model in $200k
Accelerating Diffusion Sampling via Exploiting Local Transition Coherence
I2V3D: Controllable image-to-video generation with 3D guidance
On the Limitations of Vision-Language Models in Understanding Image Transforms
LuciBot: Automated Robot Policy Learning from Generated Videos
Neighboring Autoregressive Modeling for Efficient Visual Generation
ObjectMover: Generative Object Movement with Video Prior
WISA: World Simulator Assistant for Physics-Aware Text-to-Video Generation
$^R$FLAV: Rolling Flow matching for infinite Audio Video generation
VRMDiff: Text-Guided Video Referring Matting Generation of Diffusion
Automated Movie Generation via Multi-Agent CoT Planning
AR-Diffusion: Asynchronous Video Generation with Auto-Regressive Diffusion
VACE: All-in-One Video Creation and Editing
DreamRelation: Relation-Centric Video Customization
Generative Video Bi-flow
A Light and Tuning-free Method for Simulating Camera Motion in Video Generation
QuantCache: Adaptive Importance-Guided Quantization with Hierarchical Latent and Layer Caching for Video Generation
TR-DQ: Time-Rotation Diffusion Quantization
VideoPhy-2: A Challenging Action-Centric Physical Commonsense Evaluation in Video Generation
DropletVideo: A Dataset and Approach to Explore Integral Spatio-Temporal Consistent Video Generation
GSV3D: Gaussian Splatting-based Geometric Distillation with Stable Video Diffusion for Single-Image 3D Object Generation
VACT: A Video Automatic Causal Testing System and a Benchmark
Object-Centric World Model for Language-Guided Manipulation
Text2Story: Advancing Video Storytelling with Text Guidance
Unified Reward Model for Multimodal Understanding and Generation
MM-StoryAgent: Immersive Narrated Storybook Video Generation with a Multi-Agent Paradigm across Text, Image and Audio
MagicInfinite: Generating Infinite Talking Videos with Your Words and Voice
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