Tianfei Zhou
32 papers · 2020–2026 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (67) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Research topics
Computer Vision
(24)
Deep Learning
(22)
Machine Learning
(20)
Analysis
(17)
Learning Types Β· Deep Learning
(15)
Learning Types Β· Machine Learning
(12)
Core Methods
(11)
Architectures
(10)
Artificial Intelligence
(9)
Processing
(9)
Core AI Β· Artificial Intelligence
(8)
Application Areas
(5)
Core AI Β· Computer Vision
(2)
Domain-Specific
(2)
Learning Paradigms
(2)
Keywords
semantic segmentation
(13)
contrastive learning
(4)
image classification
(4)
instance segmentation
(3)
pixel embedding
(3)
video object segmentation
(3)
self-supervised learning
(3)
weakly supervised learning
(3)
video understanding
(3)
object detection
(3)
few-shot learning
(2)
feature learning
(2)
vision transformer
(2)
noisy label
(2)
feature embedding
(2)
representation learning
(2)
prototype learning
(2)
unsupervised learning
(2)
transfer learning
(2)
medical imaging
(2)
Papers
AbductiveMLLM: Boosting Visual Abductive Reasoning Within MLLMs
AAAI 2026
Efficiency Follows Global-Local Decoupling
CVPR 2026
CA2C: A Prior-Knowledge-Free Approach for Robust Label Noise Learning via Asymmetric Co-learning and Co-training
ICCV 2025
Prompt Tuning In a Compact Attribute Space
AAAI 2025
Seeing What Matters: Empowering CLIP with Patch Generation-to-Selection
CVPR 2025
Label-Efficient Few-Shot Semantic Segmentation with Unsupervised Meta-Training
AAAI 2024
Nonverbal Interaction Detection
ECCV 2024
On-Road Object Importance Estimation: A New Dataset and A Model with Multi-Fold Top-Down Guidance
NeurIPS 2024
CLUSTSEG: Clustering for Universal Segmentation
ICML 2023
CORE: Cooperative Reconstruction for Multi-Agent Perception
ICCV 2023
FedFA: Federated Feature Augmentation
ICLR 2023
Learning Anchor Transformations for 3D Garment Animation
CVPR 2023
Uncovering Prototypical Knowledge for Weakly Open-Vocabulary Semantic Segmentation
NeurIPS 2023
Unified Mask Embedding and Correspondence Learning for Self-Supervised Video Segmentation
CVPR 2023
Visual Recognition with Deep Nearest Centroids
ICLR 2023
Deep Hierarchical Semantic Segmentation
CVPR 2022
Detail-Preserving Transformer for Light Field Image Super-resolution
AAAI 2022
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
Differentiable Multi-Granularity Human Representation Learning for Instance-Aware Human Semantic Parsing
CVPR 2021
Exploring Cross-Image Pixel Contrast for Semantic Segmentation
ICCV 2021
Face Forensics in the Wild
CVPR 2021
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
Target-Aware Object Discovery and Association for Unsupervised Video Multi-Object Segmentation
CVPR 2021
Cascaded Human-Object Interaction Recognition
CVPR 2020
Motion-Attentive Transition for Zero-Shot Video Object Segmentation
AAAI 2020
Video Object Segmentation with Episodic Graph Memory Networks
ECCV 2020
Weakly Supervised 3D Object Detection from Lidar Point Cloud
ECCV 2020
Web-Supervised Network with Softly Update-Drop Training for Fine-Grained Visual Classification
AAAI 2020