Kuan-Chuan Peng

18 papers · 2013–2025 · 6 conferences · across top CS/AI conferences

Achievements

+8 more ↓

🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (6) 🏃 Academic Marathon (12) 🗺️ Taxonomy Completionist (35)

🐣 Hot Topic Early Bird 🌍 Conference Polyglot (6) 🏃 Academic Marathon (12) 🚀 Conference Pioneer 💎 Century Club (18) ❓ The Questioner 📈 Trend Setter 🗃️ Keyword Collector (83)

Conferences

CVPR (7) ECCV (4) ICCV (3) WACV (2) AAAI (1) NIPS (1)

Top co-authors

Ziyan Wu (5) Suhas Lohit (4) Rajat Vikram Singh (3) Jan Ernst (3) Amit K. Roy-Chowdhury (2) Michael J. Jones (2) Srikrishna Karanam (2) Tsuhan Chen (2) Anoop Cherian (2) Joshua B. Tenenbaum (2)

Keywords

anomaly detection (4) attention mechanism (3) long-tailed distribution (2) unsupervised learning (2) visual reasoning (2) image classification (2) semantic segmentation (1) transfer learning (1) zero-shot learning (1) online learning (1) action recognition (1) catastrophic forgetting (1) puzzle solving (1) mathematical reasoning (1) knowledge distillation (1) few-shot learning (1) weakly supervised learning (1) data augmentation (1) multimodal learning (1) benchmark evaluation (1)

Papers

TailedCore: Few-Shot Sampling for Unsupervised Long-Tail Noisy Anomaly Detection CVPR 2025 Towards Zero-Shot 3D Anomaly Localization WACV 2025 Toward Long-Tailed Online Anomaly Detection through Class-Agnostic Concepts ICCV 2025 Evaluating Large Vision-and-Language Models on Children's Mathematical Olympiads NIPS 2024 Long-Tailed Anomaly Detection with Learnable Class Names CVPR 2024 Equivariant Spatio-Temporal Self-Supervision for LiDAR Object Detection ECCV 2024 Are Deep Neural Networks SMARTer Than Second Graders? CVPR 2023 Cross-Domain Video Anomaly Detection Without Target Domain Adaptation WACV 2023 Towards To-a-T Spatio-Temporal Focus for Skeleton-Based Action Recognition AAAI 2022 Cross-Modal Knowledge Transfer without Task-Relevant Source Data ECCV 2022 Attention Guided Anomaly Localization in Images ECCV 2020 Learning Without Memorizing CVPR 2019 Sharpen Focus: Learning With Attention Separability and Consistency ICCV 2019 Learning Compositional Visual Concepts With Mutual Consistency CVPR 2018 Tell Me Where to Look: Guided Attention Inference Network CVPR 2018 Zero-Shot Deep Domain Adaptation ECCV 2018 A Mixed Bag of Emotions: Model, Predict, and Transfer Emotion Distributions CVPR 2015 Incorporating Cloud Distribution in Sky Representation ICCV 2013