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Prarthana Bhattacharyya

2 accepted papers

2022

SSL-Lanes: Self-Supervised Learning for Motion Forecasting in Autonomous Driving

CoRL 2022poster

Self-supervised learning (SSL) is an emerging technique that has been successfully employed to train convolutional neural networks (CNNs) and graph neural networks (GNNs) for more transferable, generalizable, and robust representation learning. However its potential in motion forecasting for autonom…

Cited by 76SourcecodeScholar
2022

Visual Representation Learning with Self-Supervised Attention for Low-Label High-Data Regime

ICASSP 2022accepted

Self-supervision has shown outstanding results for natural language processing, and more recently, for image recognition. Simultaneously, vision transformers and its variants have emerged as a promising and scalable alternative to convolutions on various computer vision tasks. In this paper, we are…

Cited by 0SourceScholar