Sharut Gupta
7 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
⚡
Prolific Year · Productive
Venues
Top co-authors
Research topics
Keywords
self-supervised learning
(4)
contrastive learning
(2)
domain generalization
(1)
variational inference
(1)
embedding space
(1)
data augmentation
(1)
in-context learning
(1)
multimodal learning
(1)
empirical risk minimization
(1)
geometric structure
(1)
shared representation
(1)
latent representation
(1)
world model
(1)
molecular representation
(1)
counterfactual generation
(1)
context adaptation
(1)
disentangled representation learning
(1)
rotation prediction
(1)
equivariant feature
(1)
rotational equivariance
(1)
Papers
An Information Criterion for Controlled Disentanglement of Multimodal Data
ICLR 2025
Context is Environment
ICLR 2024
In-Context Symmetries: Self-Supervised Learning through Contextual World Models
NeurIPS 2024
Removing Biases from Molecular Representations via Information Maximization
ICLR 2024
Structuring Representation Geometry with Rotationally Equivariant Contrastive Learning
ICLR 2024
Understanding the Role of Equivariance in Self-supervised Learning
NeurIPS 2024
AdaBest: Minimizing Client Drift in Federated Learning via Adaptive Bias Estimation
ECCV 2022