Gantavya Bhatt
7 papers · 2020–2026 · 3 venues · across top CS/AI venues
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(32)
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The Questioner
Venues
Top co-authors
Research topics
Machine Learning
(6)
Learning Types · Machine Learning
(6)
Deep Learning
(5)
Artificial Intelligence
(4)
Natural Language Processing
(4)
Core AI
(3)
Learning Types · Deep Learning
(3)
Optimization & Theory
(3)
Resources & Methods
(3)
Application Areas
(2)
Architectures
(2)
Mathematics & Optimization
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Keywords
combinatorial optimization
(2)
large language model
(2)
experimental design
(2)
image classification
(2)
active learning
(2)
few-shot learning
(2)
information retrieval
(1)
preference learning
(1)
contrastive learning
(1)
embedding learning
(1)
transfer learning
(1)
direct preference optimization
(1)
representation learning
(1)
language modeling
(1)
language model alignment
(1)
audio-visual learning
(1)
preference optimization
(1)
reinforcement learning from human feedback
(1)
model alignment
(1)
reinforcement learning
(1)
Papers
Benchmarking Single-Factor Physical Video-to-Audio Generation
CVPR 2026
COBRA: COmBinatorial Retrieval Augmentation for Few-Shot Adaptation
CVPR 2025
Comparing Bad Apples to Good Oranges Aligning Large Language Models via Joint Preference Optimization
ACL 2025
An Experimental Design Framework for Label-Efficient Supervised Finetuning of Large Language Models
ACL 2024
Deep Submodular Peripteral Networks
NeurIPS 2024
Matryoshka Representation Learning
NeurIPS 2022
How much complexity does an RNN architecture need to learn syntax-sensitive dependencies?
ACL 2020