Weijie Tu

4 papers · 2023–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (10)

Venues

ICML (2) CVPR (1) NeurIPS (1)

Top co-authors

Weijian Deng (4) Tom Gedeon (4) Dylan Campbell (2) Yu Yao (1) Stephen Gould (1) Tongliang Liu (1) Liang Zheng (1) Jiyang Zheng (1)

Research topics

Artificial Intelligence (3) Machine Learning (3) Core AI (3) Application Areas (2) Learning Types · Machine Learning (2) Deep Learning (1) Core Methods (1) Learning Types · Deep Learning (1)

Keywords

distribution shift (2) uncertainty estimation (2) feature quantization (1) prototype learning (1) visual question answering (1) large multimodal model (1) out-of-distribution detection (1) vision-language model (1) temperature scaling (1) jensen-shannon divergence (1) uncertainty score (1) ground-truth answer (1) softmax distribution (1) semantic prototype (1) dataset representation (1) bag of prototype (1) dataset similarity (1) semantic distribution (1) few-shot calibration (1) contrastive learning (1)

Papers

Ranked from Within: Ranking Large Multimodal Models Without Labels ICML 2025 An Empirical Study Into What Matters for Calibrating Vision-Language Models ICML 2024 A Bag-of-Prototypes Representation for Dataset-Level Applications CVPR 2023 A Closer Look at the Robustness of Contrastive Language-Image Pre-Training (CLIP) NeurIPS 2023