← Authors

Tianfei Zhou

31 papers · 2020–2026 · 7 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (7) πŸƒ Academic Marathon (5) 🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (67) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸ‘‘ Triple Crown πŸ† Grand Slam 🧬 Topic Evolution 🀝 Dynamic Duo (14) πŸ† Keyword Champion (3) πŸ”₯ Unstoppable (6) πŸ“ˆ Trend Setter ⚑ Prolific Year (6) πŸ’Ž Century Club (30) πŸ—ƒοΈ Keyword Collector (149)

Conferences

CVPR (12) AAAI (8) ECCV (3) ICCV (3) ICLR (2) NIPS (2) ICML (1)

Top co-authors

Wenguan Wang (14) Jianwu Li (8) Yi Yang (6) Yazhou Yao (5) Luc Van Gool (5) Jianbing Shen (4) Yi Zhou (3) Ling Shao (3) Xiangbo Shu (3) Ender Konukoglu (3)

Keywords

semantic segmentation (11) contrastive learning (4) weakly supervised learning (3) self-supervised learning (3) video object segmentation (3) pixel embedding (3) instance segmentation (3) video understanding (3) instance discrimination (2) few-shot learning (2) feature learning (2) vision transformer (2) noisy label (2) abductive reasoning (2) image classification (2) visual reasoning (2) prototype learning (2) representation learning (2) unsupervised learning (2) object detection (2)

Papers

AbductiveMLLM: Boosting Visual Abductive Reasoning Within MLLMs AAAI 2026
CA2C: A Prior-Knowledge-Free Approach for Robust Label Noise Learning via Asymmetric Co-learning and Co-training ICCV 2025
Seeing What Matters: Empowering CLIP with Patch Generation-to-Selection CVPR 2025
Prompt Tuning In a Compact Attribute Space AAAI 2025
Nonverbal Interaction Detection ECCV 2024
On-Road Object Importance Estimation: A New Dataset and A Model with Multi-Fold Top-Down Guidance NIPS 2024
Label-Efficient Few-Shot Semantic Segmentation with Unsupervised Meta-Training AAAI 2024
Uncovering Prototypical Knowledge for Weakly Open-Vocabulary Semantic Segmentation NIPS 2023
Learning Anchor Transformations for 3D Garment Animation CVPR 2023
Unified Mask Embedding and Correspondence Learning for Self-Supervised Video Segmentation CVPR 2023
CORE: Cooperative Reconstruction for Multi-Agent Perception ICCV 2023
FedFA: Federated Feature Augmentation ICLR 2023
Visual Recognition with Deep Nearest Centroids ICLR 2023
CLUSTSEG: Clustering for Universal Segmentation ICML 2023
Locality-Aware Inter- and Intra-Video Reconstruction for Self-Supervised Correspondence Learning CVPR 2022
Regional Semantic Contrast and Aggregation for Weakly Supervised Semantic Segmentation CVPR 2022
Rethinking Semantic Segmentation: A Prototype View CVPR 2022
Visual Abductive Reasoning CVPR 2022
Detail-Preserving Transformer for Light Field Image Super-resolution AAAI 2022
Deep Hierarchical Semantic Segmentation CVPR 2022
Group-Wise Semantic Mining for Weakly Supervised Semantic Segmentation AAAI 2021
Many-to-One Distribution Learning and K-Nearest Neighbor Smoothing for Thoracic Disease Identification AAAI 2021
Exploring Cross-Image Pixel Contrast for Semantic Segmentation ICCV 2021
Face Forensics in the Wild CVPR 2021
Target-Aware Object Discovery and Association for Unsupervised Video Multi-Object Segmentation CVPR 2021
Differentiable Multi-Granularity Human Representation Learning for Instance-Aware Human Semantic Parsing CVPR 2021
Video Object Segmentation with Episodic Graph Memory Networks ECCV 2020
Weakly Supervised 3D Object Detection from Lidar Point Cloud ECCV 2020
Cascaded Human-Object Interaction Recognition CVPR 2020
Web-Supervised Network with Softly Update-Drop Training for Fine-Grained Visual Classification AAAI 2020
Motion-Attentive Transition for Zero-Shot Video Object Segmentation AAAI 2020