Shang-Fu Chen

5 papers · 2024–2026 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (10)

Venues

WACV (2) ACML (1) ICLR (1) ICML (1)

Top co-authors

Kai-Lung Hua (2) Tai-Ming Huang (2) Wen-Huang Cheng (2) Shao-Hua Sun (2) Chun-Mao Lai (1) Yuki Mitsufuji (1) Meng-Ting Jhong (1) Sheng-Hao Liao (1) Naoki Murata (1) Ming-Hao Hsu (1)

Research topics

Deep Learning (4) Models (4) Artificial Intelligence (2) Computer Vision (2) Machine Learning (1) Reinforcement Learning (1) Robotics (1) Analysis (1) Application Areas (1) Architectures (1) Capabilities (1) Core AI (1) Learning Paradigms (1) Learning Types (1) Methods (1)

Keywords

diffusion model (4) generative model (2) knowledge distillation (2) image editing (2) conditional probability (1) human feedback (1) text-to-image model (1) model fine-tuning (1) behavioral cloning (1) latent optimization (1) joint probability (1) two-stage training (1) semantic guidance (1) geometric guidance (1) real-time editing (1) feature alignment (1) point manipulation (1) online learning (1) policy optimization (1) monocular depth estimation (1)

Papers

DirectDrag: High-Fidelity, Mask-Free, Prompt-Free Drag-based Image Editing via Readout-Guided Feature Alignment WACV 2026 Dragonite: Single-Step Drag-based Image Editing with Geometric-Semantic Guidance WACV 2026 D$^3$epth: Distilling Diffusion Models For Efficient Depth Estimation Through A Two-Stage Approach ACML 2025 HERO: Human-Feedback Efficient Reinforcement Learning for Online Diffusion Model Finetuning ICLR 2025 Diffusion Model-Augmented Behavioral Cloning ICML 2024