Mayank Kumar

4 papers · 2023–2026 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird

Venues

AAAI (1) CoNLL (1) SemEval (1) WACV (1)

Top co-authors

Alina Hancharova (2) Shubham Patil (1) Ali Gharaee (1) John Wang (1) Weiyi Xie (1) Nathalie Willems (1) Pushpa Kumar Balan (1) Aakarsh Nair (1) Mano Bharathi M (1) Iñigo Parra (1)

Research topics

Machine Learning (3) Artificial Intelligence (2) Natural Language Processing (2) Application Areas (2) Computer Vision (1) Deep Learning (1) Healthcare & Medicine (1) Analysis (1) Applications (1) Clinical (1) Core AI (1) Domain-Specific (1) Generation (1) Learning Paradigms (1) Learning Types (1)

Keywords

model compression (2) image segmentation (1) few-shot learning (1) ensemble learning (1) sentiment analysis (1) medical imaging (1) knowledge distillation (1) language modeling (1) medical image segmentation (1) adaptive computation (1) low-resource language (1) support vector machine (1) token pruning (1) layer skipping (1) segment anything model (1) image embedding (1) mask decoder (1)

Papers

Adaptive Compute Efficient Learning via Conceptual-Criticality (Student Abstract) AAAI 2026 BabyLM Challenge: Experimenting with Self-Distillation and Reverse-Distillation for Language Model Pre-Training on Constrained Datasets CoNLL 2024 SAM Fewshot Finetuning for Anatomical Segmentation in Medical Images WACV 2024 Team ISCL_WINTER at SemEval-2023 Task 12:AfriSenti-SemEval: Sentiment Analysis for Low-resource African Languages using Twitter Dataset SemEval 2023