Sumedh A. Sontakke

According to our database1, Sumedh A. Sontakke authored at least 12 papers between 2018 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2023
Lightweight Learner for Shared Knowledge Lifelong Learning.
Trans. Mach. Learn. Res., 2023

Value Explicit Pretraining for Goal-Based Transfer Learning.
CoRR, 2023


RoboCLIP: One Demonstration is Enough to Learn Robot Policies.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023


2022
Model2Detector: Widening the Information Bottleneck for Out-of-Distribution Detection using a Handful of Gradient Steps.
CoRR, 2022

SHERLock: Self-Supervised Hierarchical Event Representation Learning.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

GalilAI: Out-of-Task Distribution Detection using Causal Active Experimentation for Safe Transfer RL.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021
Video2Skill: Adapting Events in Demonstration Videos to Skills in an Environment using Cyclic MDP Homomorphisms.
CoRR, 2021

Causal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representation Learning.
Proceedings of the 38th International Conference on Machine Learning, 2021

2020
Unsupervised Hierarchical Concept Learning.
CoRR, 2020

2018
Classification of Cardiotocography Signals Using Machine Learning.
Proceedings of the Intelligent Systems and Applications, 2018


  Loading...