Posts by Collection
portfolio
publications
AdvGAN++ : Harnessing latent layers for adversary generation
Puneet Mangla, Surgan Jandial, Sakshi Varshney, Vineeth N Balasubramanian
Published in Proceedings of Neural Architects Workshop, ICCV, 2019
Charting the Right Manifold: Manifold Mixup for Few-shot Learning
Puneet Mangla, Mayank Singh, Abhishek Sinha, Nupur Kumari, Vineeth N Balasubramanian, Balaji Krishnamurthy
Published in Proceedings of IEEE Winter Conference on Applications of Computer Vision (WACV), 2019
Charting the Right Manifold: Manifold Mixup for Few-shot Learning
Puneet Mangla, Mayank Singh, Abhishek Sinha, Nupur Kumari, Vineeth N Balasubramanian, Balaji Krishnamurthy
Published in MetaLearning Workshop, NeurIPS, 2019
On Saliency Maps and Adversarial Robustness
Puneet Mangla, Vedant Singh, Vineeth N Balasubramanian
Published in Proceedings of European Conference of Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD), 2020
Attributional Robustness Training using Input-Gradient Spatial Alignment
Mayank Singh, Nupur Kumari, Puneet Mangla, Abhishek Sinha, Vineeth N Balasubramanian, Balaji Krishnamurthy
Published in Proceedings of European Conference on Computer Vision (ECCV), 2020
talks
Talk 1 on Relevant Topic in Your Field
Published:
Tutorial 1 on Relevant Topic in Your Field
Published:
Talk 2 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
Teaching experience 2
Workshop, University 1, Department, 2015