Sharut Gupta

7 papers · 2022–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (15) ⚡ Prolific Year (5)

Conferences

ICLR (4) NIPS (2) ECCV (1)

Top co-authors

Stefanie Jegelka (5) Chenyu Wang (3) Yifei Wang (2) Caroline Uhler (2) Tommi Jaakkola (2) Kartik Ahuja (1) Farshid Varno (1) Mohammad Havaei (1) Soledad Villar (1) Laya Rafiee Sevyeri (1)

Keywords

self-supervised learning (2) contrastive learning (1) representation learning (1) world model (1) rotation prediction (1) equivariant feature (1) data augmentation (1)

Papers

An Information Criterion for Controlled Disentanglement of Multimodal Data ICLR 2025

Understanding the Role of Equivariance in Self-supervised Learning NIPS 2024

In-Context Symmetries: Self-Supervised Learning through Contextual World Models NIPS 2024

Structuring Representation Geometry with Rotationally Equivariant Contrastive Learning ICLR 2024

Context is Environment ICLR 2024

Removing Biases from Molecular Representations via Information Maximization ICLR 2024

AdaBest: Minimizing Client Drift in Federated Learning via Adaptive Bias Estimation ECCV 2022