Debasmita Ghose

3 papers · 2022–2025 · 3 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 · Bronze 🗺️ Taxonomy Completionist (12)

Venues

CoRL (1) EMNLP (1) WACV (1)

Top co-authors

Vijeta Deshpande (1) Julian Lee (1) Shasvat Desai (1) Timothy Adamson (1) Roger E. Beaty (1) Marynel Vázquez (1) John D Patterson (1) Brian Scassellati (1) Michal Adam Lewkowicz (1) Kaleb Gezahegn (1)

Research topics

Machine Learning (3) Learning Types · Machine Learning (3) Artificial Intelligence (2) Computer Vision (1) Deep Learning (1) Natural Language Processing (1) Analysis (1) Core AI (1) Core Methods (1) Domain-Specific (1) Generation (1) Learning Paradigms (1) Learning Types · Deep Learning (1)

Keywords

active learning (1) representation learning (1) contrastive learning (1) semantic segmentation (1) semi-supervised learning (1) few-shot learning (1) object recognition (1) text generation (1) preference optimization (1) remote sensing (1) robot manipulation (1) language model (1) data selection (1) satellite image (1) response diversity (1) semantic diversity (1) lexical diversity (1)

Papers

Diverse, not Short: A Length-Controlled Data Selection Strategy for Improving Response Diversity of Language Models EMNLP 2025 Active Learning for Improved Semi-Supervised Semantic Segmentation in Satellite Images WACV 2022 Tailoring Visual Object Representations to Human Requirements: A Case Study with a Recycling Robot CoRL 2022