Anirban Sarkar

Affiliations:
  • Massachusetts Institute of Technology, Cambridge, MA, USA


According to our database1, Anirban Sarkar authored at least 8 papers between 2018 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of five.

Timeline

Legend:

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PhD thesis 
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Links

Online presence:

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Bibliography

2022
Leveraging Test-Time Consensus Prediction for Robustness against Unseen Noise.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

A Framework for Learning Ante-hoc Explainable Models via Concepts.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Get Fooled for the Right Reason: Improving Adversarial Robustness through a Teacher-guided Curriculum Learning Approach.
CoRR, 2021

Inducing Semantic Grouping of Latent Concepts for Explanations: An Ante-Hoc Approach.
CoRR, 2021

Adversarial Robustness without Adversarial Training: A Teacher-Guided Curriculum Learning Approach.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Enhanced Regularizers for Attributional Robustness.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2019
Neural Network Attributions: A Causal Perspective.
Proceedings of the 36th International Conference on Machine Learning, 2019

2018
Grad-CAM++: Generalized Gradient-Based Visual Explanations for Deep Convolutional Networks.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018


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