Shantanu Ghosh

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

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Venues

ACL (1) ICML (1) MICCAI (1) NAACL (1)

Top co-authors

Kayhan Batmanghelich (4) Chenyu Wang (2) Shyam Visweswaran (2) Wenchao Li (1) Weichao Zhou (1) Rayan Syed (1) Vaibhav Choudhary (1) Clare B. Poynton (1) Ke Yu (1) Binxu Li (1)

Research topics

Artificial Intelligence (3) Core AI · Artificial Intelligence (3) Computer Vision (1) Knowledge & Reasoning (1) Machine Learning (1) Natural Language Processing (1) Analysis (1) Application Areas (1) Core AI · Computer Vision (1) Learning Types (1) Reasoning (1) Resources & Methods (1)

Keywords

uncertainty quantification (1) bias detection (1) interpretable machine learning (1) semantic consistency (1) model interpretability (1) concept learning (1) first-order logic (1) vision-language model (1) model explanation (1) hallucination detection (1) radiology report (1) post-hoc explanation (1) error analysis (1) slice discovery (1) vision classifier (1) error rectification (1) factual correctness (1) large language model (1)

Papers

LADDER: Language-Driven Slice Discovery and Error Rectification in Vision Classifiers ACL 2025 Semantic Consistency-Based Uncertainty Quantification for Factuality in Radiology Report Generation NAACL 2025 Mammo-CLIP: A Vision Language Foundation Model to Enhance Data Efficiency and Robustness in Mammography MICCAI 2024 Dividing and Conquering a BlackBox to a Mixture of Interpretable Models: Route, Interpret, Repeat ICML 2023