conftrace_

Deval Mehta

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

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

ACL (1) EMNLP (1) MICCAI (1) MIDL (1)

Top co-authors

Zongyuan Ge (4) Yiwen Jiang (3) Jacqueline French (1) Yaling Shen (1) Duy Khoa Pham (1) Patrick Kwan (1) Emma Foster (1) Sarah Barnard (1) Litao Yang (1) Timothy Fazio (1)

Research topics

Machine Learning (3) Artificial Intelligence (2) Computer Vision (2) Core AI · Artificial Intelligence (2) Core Methods (2) Learning Types (2) Core AI · Computer Vision (1) Domain-Specific (1)

Keywords

concept bottleneck model (2) multimodal learning (2) image classification (2) weak supervision (1) multiple instance learning (1) whole slide image (1) digital pathology (1) llm agent (1) conditional concept scoring (1) prototype learning (1) chain-of-thought reasoning (1)

Papers

Enhancing Interpretable Image Classification Through LLM Agents and Conditional Concept Bottleneck Models ACL 2025 Knowledge Tree Driven Contextualized Instruction Tuning of Foundation Models for Epilepsy Drug Recommendation MICCAI 2025 WISE: Weak-Supervision-Guided Step-by-Step Explanations for Multimodal LLMs in Image Classification EMNLP 2025 Trainable Prototype Enhanced Multiple Instance Learning for Whole Slide Image Classification MIDL 2023