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Venkatesh Babu R

2 accepted papers

2020

Guided Adversarial Attack for Evaluating and Enhancing Adversarial Defenses

NeurIPS 2020spotlight

Advances in the development of adversarial attacks have been fundamental to the progress of adversarial defense research. Efficient and effective attacks are crucial for reliable evaluation of defenses, and also for developing robust models. Adversarial attacks are often generated by maximizing stan…

2020

Your Classifier can Secretly Suffice Multi-Source Domain Adaptation

NeurIPS 2020poster

Multi-Source Domain Adaptation (MSDA) deals with the transfer of task knowledge from multiple labeled source domains to an unlabeled target domain, under a domain-shift. Existing methods aim to minimize this domain-shift using auxiliary distribution alignment objectives. In this work, we present a d…

Cited by 97SourcePDFScholar