Sandeep P. Chinchali
12 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (4) π§ Keyword Pioneer π Cross-Pollinator (14) πΊοΈ Taxonomy Completionist (10)
π₯
Unstoppable
(5)
π
Century Club
(12)
Conferences
CORL (7)
ICLR (2)
ICML (2)
INTERSPEECH (1)
Top co-authors
Keywords
federated learning
(1)
differential privacy
(1)
autonomous driving
(1)
model predictive control
(1)
submodular maximization
(1)
deep neural network
(1)
autonomous vehicle
(1)
adversarial example
(1)
data sharing
(1)
decentralized learning
(1)
out-of-distribution datum
(1)
deep fake detection
(1)
privacy filter
(1)
robust perception
(1)
multi-robot coordination
(1)
multi-agent system
(1)
differentiable mpc
(1)
fleet active learning
(1)
cooperative data collection
(1)
game-theoretic strategy
(1)
Papers
R3DM: Enabling Role Discovery and Diversity Through Dynamics Models in Multi-agent Reinforcement Learning
ICML 2025
CSA: Data-efficient Mapping of Unimodal Features to Multimodal Features
ICLR 2025
Distributed Upload and Active Labeling for Resource-Constrained Fleet Learning
CORL 2025
Exploiting Distribution Constraints for Scalable and Efficient Image Retrieval
ICLR 2025
SecureSpectra: Safeguarding Digital Identity from Deep Fake Threats via Intelligent Signatures
INTERSPEECH 2024
Fleet Supervisor Allocation: A Submodular Maximization Approach
CORL 2024
Accelerating Visual Sparse-Reward Learning with Latent Nearest-Demonstration-Guided Explorations
CORL 2024
Time Weaver: A Conditional Time Series Generation Model
ICML 2024
Fleet Active Learning: A Submodular Maximization Approach
CORL 2023
Decentralized Data Collection for Robotic Fleet Learning: A Game-Theoretic Approach
CORL 2022
Synthesizing Adversarial Visual Scenarios for Model-Based Robotic Control
CORL 2022
Decentralized Sharing and Valuation of Fleet Robotic Data
CORL 2021