Shagun Sodhani
19 papers · 2019–2025 · 7 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (7) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏃 Academic Marathon (6)
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Interdisciplinary Bridge
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Conference Polyglot
(7)
🏃
Academic Marathon
(6)
🏆
Keyword Champion
(2)
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Keyword Collector
(62)
⚡
Prolific Year
(5)
💎
Century Club
(19)
🔥
Unstoppable
(7)
❓
The Questioner
(2)
Conferences
ICLR (8)
ICML (4)
EMNLP (3)
CVPR (1)
IJCNLP (1)
L4DC (1)
NIPS (1)
Top co-authors
Keywords
representation learning
(4)
multi-task learning
(3)
systematic generalization
(3)
benchmark evaluation
(2)
inductive reasoning
(2)
diagnostic benchmark
(2)
kinship relation
(2)
graph neural network
(2)
large language model
(2)
transfer learning
(2)
self-supervised learning
(1)
symbolic reasoning
(1)
computer vision
(1)
knowledge distillation
(1)
contrastive learning
(1)
network architecture
(1)
continual learning
(1)
policy learning
(1)
visual representation
(1)
state abstraction
(1)
Papers
MaestroMotif: Skill Design from Artificial Intelligence Feedback
ICLR 2025
Harnessing small projectors and multiple views for efficient vision pretraining
NIPS 2024
Do Large Language Models Know How Much They Know?
EMNLP 2024
TorchRL: A data-driven decision-making library for PyTorch
ICLR 2024
Motif: Intrinsic Motivation from Artificial Intelligence Feedback
ICLR 2024
When should we prefer Decision Transformers for Offline Reinforcement Learning?
ICLR 2024
VIP: Towards Universal Visual Reward and Representation via Value-Implicit Pre-Training
ICLR 2023
EpiK-Eval: Evaluation for Language Models as Epistemic Models
EMNLP 2023
Block Contextual MDPs for Continual Learning
L4DC 2022
Robust Policy Learning over Multiple Uncertainty Sets
ICML 2022
The Neural Race Reduction: Dynamics of Abstraction in Gated Networks
ICML 2022
Learning Robust State Abstractions for Hidden-Parameter Block MDPs
ICLR 2021
Recurrent Independent Mechanisms
ICLR 2021
IIRC: Incremental Implicitly-Refined Classification
CVPR 2021
Multi-Task Reinforcement Learning with Context-based Representations
ICML 2021
Invariant Causal Prediction for Block MDPs
ICML 2020
Reinforcement Learning with Competitive Ensembles of Information-Constrained Primitives
ICLR 2020
CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text
EMNLP 2019
CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text
IJCNLP 2019