David Chan

5 papers · 2022–2025 · 5 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Venues

CLeaR (1) CVPR (1) ICLR (1) ICML (1) Interspeech (1)

Top co-authors

Ritwik Gupta (2) Trevor Darrell (2) Giscard Biamby (2) Shalini Ghosh (2) Joseph E. Gonzalez (2) Tsung-Han Wu (2) Garima Lalwani (1) Hitesh Tulsiani (1) Ariya Rastrow (1) Ankish Bansal (1)

Research topics

Artificial Intelligence (3) Machine Learning (3) Natural Language Processing (3) Core AI (3) Learning Types · Machine Learning (3) Speech & Audio (2) Applications (2) Recognition (2) Deep Learning (1) Core Methods (1) Generation (1) Learning Types · Deep Learning (1)

Keywords

large multimodal model (2) reinforcement learning (1) catastrophic forgetting (1) semantic segmentation (1) image segmentation (1) visual reasoning (1) automatic speech recognition (1) context-aware (1) information gain (1) deep neural network (1) spurious correlation (1) vision-language model (1) retrieval-augmented generation (1) causal learning (1) student-teacher learning (1) context representation (1) speech encoder (1) content representation (1) visual retrieval (1) representation factorization (1)

Papers

Visual Haystacks: A Vision-Centric Needle-In-A-Haystack Benchmark ICLR 2025 An Efficient Self-Learning Framework For Interactive Spoken Dialog Systems ICML 2024 See Say and Segment: Teaching LMMs to Overcome False Premises CVPR 2024 Content-Context Factorized Representations for Automated Speech Recognition Interspeech 2022 Learning Causal Overhypotheses through Exploration in Children and Computational Models CLeaR 2022