Tsung-Han Lin

4 papers · 2014–2025 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Venues

ACL (1) ICLR (1) ICML (1) WACV (1)

Top co-authors

Vladan Radosavljevic (1) Nemanja Djuric (1) Henggang Cui (1) Ben Zhou (1) Ping Tak Peter Tang (1) Xingcheng Yao (1) Fang-Chieh Chou (1) Pranav Subbaraman (1) Jeff Schneider (1) Xiaohan Song (1)

Research topics

Machine Learning (4) Core Methods (3) Artificial Intelligence (2) Core AI (2) Computer Vision (1) Deep Learning (1) Architectures (1) Domain-Specific (1) Learning Types (1) Optimization & Theory (1)

Keywords

sparse representation (2) representation learning (1) orthogonal matching pursuit (1) contrastive learning (1) feature learning (1) uncertainty quantification (1) chain-of-thought reasoning (1) multimodal learning (1) autonomous driving (1) trajectory prediction (1) spiking neuron (1) vision-language model (1) motion prediction (1) nonnegative constraint (1) social commonsense reasoning (1) traffic actor (1) dictionary learning (1) dynamical neural network (1)

Papers

V-ALPHASOCIAL: Benchmark and Self-Reflective Chain-of-Thought Generation for Visual Social Commonsense Reasoning ACL 2025 Uncertainty-aware Short-term Motion Prediction of Traffic Actors for Autonomous Driving WACV 2020 Sparse Dictionary Learning by Dynamical Neural Networks ICLR 2019 Stable and Efficient Representation Learning with Nonnegativity Constraints ICML 2014