Yafei YANG

6 papers · 2022–2026 · 5 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15) 🏆 Keyword Champion (2) ❓ The Questioner

Venues

CVPR (2) ICCV (1) ICLR (1) ICML (1) NeurIPS (1)

Top co-authors

Bo Yang (6) Zihui Zhang (4) Shenxing Wei (3) Jinxi Li (3) Siyuan Zhou (2) Hongtao Wen (1) Bing Wang (1) Jiayue Huang (1) Hejun Wang (1) Zhihua Wang (1)

Research topics

Computer Vision (6) Analysis (6) Deep Learning (5) Machine Learning (3) Learning Types · Machine Learning (3) Generation (2) Learning Types · Deep Learning (2) Models (2) Processing (2) Artificial Intelligence (1) Architectures (1) Learning Paradigms (1)

Keywords

point cloud (3) unsupervised learning (3) object-centric representation (2) real-world image (2) video generation (1) image segmentation (1) gaussian splatting (1) neural rendering (1) motion transfer (1) object discovery (1) object segmentation (1) 3d object segmentation (1) generative model (1) inductive bia (1) world model (1) semantic segmentation (1) 3d gaussian (1) synthetic dataset (1) 3d surface reconstruction (1) single image (1)

Papers

EvObj: Learning Evolving Object-centric Representations for 3D Instance Segmentation without Scene Supervision CVPR 2026 PhysInOne: Visual Physics Learning and Reasoning in One Suite CVPR 2026 GrabS: Generative Embodied Agent for 3D Object Segmentation without Scene Supervision ICLR 2025 RayletDF: Raylet Distance Fields for Generalizable 3D Surface Reconstruction from Point Clouds or Gaussians ICCV 2025 unMORE: Unsupervised Multi-Object Segmentation via Center-Boundary Reasoning ICML 2025 Promising or Elusive? Unsupervised Object Segmentation from Real-world Single Images NeurIPS 2022