no code implementations • 8 Mar 2024 • Amitis Shidani, Devon Hjelm, Jason Ramapuram, Russ Webb, Eeshan Gunesh Dhekane, Dan Busbridge
Contrastive learning typically matches pairs of related views among a number of unrelated negative views.
no code implementations • 28 Oct 2022 • Andrius Ovsianas, Jason Ramapuram, Dan Busbridge, Eeshan Gunesh Dhekane, Russ Webb
Self-supervised representation learning (SSL) methods provide an effective label-free initial condition for fine-tuning downstream tasks.
no code implementations • 9 Jun 2019 • Disha Shrivastava, Eeshan Gunesh Dhekane, Riashat Islam
Exploration and adaptation to new tasks in a transfer learning setup is a central challenge in reinforcement learning.
no code implementations • 30 Mar 2019 • Gaurav Verma, Eeshan Gunesh Dhekane, Tanaya Guha
We introduce the problem of learning affective correspondence between audio (music) and visual data (images).