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Senthil Purushwalkam | Researchclopedia

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Senthil Purushwalkam

Salesforce (United States)

34

Works

704

Citations

11

h-index

12

i10-index

Research Topics

Domain Adaptation and Few-Shot Learning Multimodal Machine Learning Applications Generative Adversarial Networks and Image Synthesis

Affiliations

Indian Institute of Technology Guwahati2013–2013

Salesforce (United States)2023–2025

Carnegie Mellon University2017–2022

Top Works

Why M Heads are Better than One: Training a Diverse Ensemble of Deep Networks

Stefan Lee,Senthil Purushwalkam,et al.

2015203 citations

Advanced Vision and Imaging

Demystifying Contrastive Self-Supervised Learning: Invariances, Augmentations and Dataset Biases

Senthil Purushwalkam,Abhinav Gupta

2020130 citations

Applying machine learning to identify autistic adults using imitation: An exploratory study

Baihua Li,Arjun Sharma,et al.

2017100 citations

Diffusion Model Alignment Using Direct Preference Optimization

Bram Wallace,Meihua Dang,et al.

202469 citations

The Challenges of Continuous Self-Supervised Learning

Senthil Purushwalkam,Pedro Morgado,et al.

202236 citations

Stochastic Multiple Choice Learning for Training Diverse Deep Ensembles

Stefan Lee,Senthil Purushwalkam,et al.

201630 citations

The Unsurprising Effectiveness of Pre-Trained Vision Models for Control

Simone Parisi,Aravind Rajeswaran,et al.

202221 citations

Demystifying Contrastive Self-Supervised Learning: Invariances, Augmentations and Dataset Biases

Senthil Purushwalkam,Abhinav Gupta

202018 citations

Pose from Action: Unsupervised Learning of Pose Features based on Motion

Senthil Purushwalkam,Abhinav Gupta

201615 citations