Key papers

• Spatial Temporal Transformer Network For Skeleton-based Action Recognition (2020)
  Chiara Plizzari, Marco Cannici, Matteo Matteucci
  17.06
• PhiZero: A World Model Built Around Physical Language (2026)
  Shuyao Shang et al.
  15.29
• Supervised Raw Video Denoising With A Benchmark Dataset On Dynamic Scenes (2020)
  Huanjing Yue, Cong Cao, Lei Liao, et al.
  15.06
• Region-based Quality Estimation Network For Large-scale Person Re-identification (2017)
  Guanglu Song, Biao Leng, Yu Liu, et al.
  15.00
• Boogu-Image-0.1: Boosting Open-Source Unified Multimodal Understanding and Generation (2026)
  Guoxuan Chen et al.
  14.86
• TARS: Timestep-Aware Data Scaling for 3D-Free Video Re-Shooting (2026)
  Jiwen Liu et al.
  14.57
• Generative World Renderer at the Speed of Play (2026)
  Guixu Lin et al.
  14.26
• 4D Human-Scene Reconstruction from Low-Overlap Captures (2026)
  Minhyuk Hwang et al.
  13.47
• VideoCoCo: Code-as-CoT for Physically-Consistent Video Generation via an Agentic Dual-Engine System (2026)
  Haodong Li et al.
  13.30
• DistillAlign: Coordinating Mode Covering and Mode Seeking in Autoregressive Video Distillation (2026)
  Jiaxing Li et al.
  13.10
• SynthDocBench: Controlled Benchmark for Long-Context Visual Document Understanding (2026)
  Abhigya Verma et al.
  13.06
• SANA-Video 2.0: Hybrid Linear Attention with Attention Residuals for Efficient Video Generation (2026)
  Junsong Chen et al.
  12.77
• ACE-Data-0: Human-Centric Ambient Capture as Embodied Data Engine (2026)
  Yukang Cao et al.
  12.21
• MPIE-Bench: Benchmarking Anatomically Plausible Multi-Person Interaction Editing (2026)
  Jiajia Lin et al.
  12.15
• Video Generation Models are General-Purpose Vision Learners (2026)
  Letian Wang et al.
  12.14
• Orchestra-o1: Omnimodal Agent Orchestration (2026)
  Fan Zhang et al.
  12.09
• HOMIE: Human-object Centric Video Personalization via Multimodal Intelligent Enhancement (2026)
  Yiyang Cai et al.
  12.02
• VAD: Attributing Visual Evidence for Target Reconstruction in Multimodal On-Policy Distillation (2026)
  Kangning Zhang et al.
  11.50
• RefCaptioner: Multi-Reference Image-Grounded Video Captioning (2026)
  Tengfei Liu et al.
  11.42
• MemLearner: Learning to Query Context memory for Video World Models (2026)
  Jiwen Yu et al.
  10.92
• Streaming Multi-Agent Autoregressive Diffusion Model with World State Registers (2026)
  Sicheng Mo et al.
  10.78
• Wan-Streamer v0.2: Higher Resolution, Same Latency (2026)
  Lianghua Huang et al.
  10.76
• Chimera: Designing and Chinchilla-Scaling Hybrid Visual Diffusion Transformers (2026)
  Chongjian Ge et al.
  10.66
• Current World Models Lack a Persistent State Core (2026)
  Jinpeng Lu et al.
  10.57
• ShadowDancer: Teaching Video World Models Any Action by Learning Unified Dynamics Representations from a Video and Its Shadow (2026)
  Jin Cao et al.
  10.54
• Look No Deeper: Recognizing Places From Opposing Viewpoints Under Varying Scene Appearance Using Single-view Depth Estimation (2019)
  Sourav Garg, Madhu Babu, Thanuja Dharmasiri, et al.
  10.48
• 3D Human Pose Perception From Egocentric Stereo Videos (2023)
  Hiroyasu Akada, Jian Wang, Vladislav Golyanik, et al.
  10.35
• Bridging VideoQA and Video-Guided Agentic Tasks via Generalized Keyframe Extraction (2026)
  Sunqi Fan et al.
  10.13
• DiffIR2VR-Zero: Zero-Shot Video Restoration with Diffusion-based Image Restoration Models (2024)
  Chang-Han Yeh et al.
  10.07
• Light-Omni: Reflex over Reasoning in Agentic Video Understanding with Long-Term Memory (2026)
  Chang Nie et al.
  9.99
• PanoWorld: Real-World Panoramic Generation (2026)
  Haoyuan Li et al.
  9.90
• Perceptual Flow Matching for Few-Step Generative Modeling (2026)
  Chuyang Zhao et al.
  9.84
• Hallo4D: Multi-Modal Hallucination Mitigation for Consistent Spatio-Temporal Generation (2026)
  Hongbo Wang et al.
  9.78
• Self-Supervised Learning of Structured Dynamics from Videos (2026)
  Lukas Knobel et al.
  9.78
• Wonder: Video World Model Done Better (2026)
  Jiacong Xu et al.
  9.78
• Masked Visual Actions for Unified World Modeling (2026)
  Hadi Alzayer et al.
  9.68
• Self Gradient Forcing: Native Long Video Extrapolation (2026)
  Junhao Zhuang et al.
  9.59
• StatePlay: State-Aware Game World Models for Mechanics-Consistent Generation (2026)
  Zijun Lin et al.
  9.54
• Towards Spatial Supersensing in the Wild (2026)
  Tianjun Gu et al.
  9.48
• GraphVid: Interactive Graph-Controllable Video Generation (2026)
  Vedant Shah et al.
  9.43
• Multiplayer Interactive World Models with Representation Autoencoders (2026)
  Anthony Hu et al.
  9.41
• Parallelized Autoregressive Decoding for Omni-Modal Dense Video Captioning (2026)
  Wenzheng Zeng et al.
  9.28
• Vinci2: Providing Proactive Assistance in Continuous Egocentric Videos (2026)
  Gong Sitong et al.
  9.28
• Learnable Gated Temporal Shift Module for Deep Video Inpainting (2019)
  Ya-Liang Chang et al.
  9.14
• ReToken: One Token to Improve Vision-Language Models for Visual Retrieval (2026)
  Yao Xiao et al.
  9.14
• RepWAM: World Action Modeling with Representation Visual-Action Tokenizers (2026)
  Junke Wang et al.
  9.08
• Parallel Decoding Distillation for Fast Image and Video Generation (2026)
  Neta Shaul et al.
  8.96
• SAM-MT: Real-Time Interactive Multi-Target Video Segmentation (2026)
  Ruiqi Shen et al.
  8.81
• Qantara: Bridge-Flow Training for Multi-Paradigm JEPA Control (2026)
  Ruslan Rakhimov et al.
  8.80
• Audio-Visual Flamingo: Open Audio-Visual Intelligence for Long and Complex Videos (2026)
  Sreyan Ghosh et al.
  8.80
• ODEWorld: A Continuous Predictive Architecture via Physical-Time Flow (2026)
  Dongxiu Liu et al.
  8.80
• Motion4Motion: Motion Transfer Across Subjects at Inference (2026)
  Ling-Hao Chen et al.
  8.51
• SceneActBench: Can Agents Act on the 3D Scenes They See? (2026)
  Yifei Zhao et al.
  8.51
• ID-V2V: Identity-Preserving Video Restylization (2026)
  Yuancheng Xu et al.
  8.18
• Context in object detection: a systematic literature review (2025)
  Mahtab Jamali et al.
  8.17
• MV-Forcing: Long Multi-View Video Generation via 4D-Grounded Spatio-Temporal Self-Forcing (2026)
  Gal Fiebelman et al.
  8.17
• ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding (2026)
  Hangjie Yuan et al.
  8.17
• ProCUA-SFT Technical Report (2026)
  Jaehun Jung et al.
  8.13
• Contextual Colorization And Denoising For Low-light Ultra High Resolution Sequences (2021)
  N. Anantrasirichai, David Bull
  8.09
• Videorefer Suite: Advancing Spatial-temporal Object Understanding With Video LLM (2024)
  Yuqian Yuan, Hang Zhang, Wentong Li, et al.
  8.09