1.8k citations · 2.6k across the 22 of their papers we have counts for
4 papers · 1 filter
Generating EPR-pairs from an -party resource state
Sergey Bravyi, Yash Sharma, Mario Szegedy +1
Motivated by quantum network applications over classical channels, we initiate the study of -party resource states from which LOCC protocols can create EPR-pairs between any …
On Transfer of Adversarial Robustness from Pretraining to Downstream Tasks
Laura Fee Nern, Harsh Raj, Maurice Georgi +1
As large-scale training regimes have gained popularity, the use of pretrained models for downstream tasks has become common practice in machine learning. While pretraining has been…
Pixel-level Correspondence for Self-Supervised Learning from Video
Yash Sharma, Yi Zhu, Chris Russell +1
While self-supervised learning has enabled effective representation learning in the absence of labels, for vision, video remains a relatively untapped source of supervision. To add…
Gradient Based Activations for Accurate Bias-Free Learning
Vinod K Kurmi, Rishabh Sharma, Yash Vardhan Sharma +1
Bias mitigation in machine learning models is imperative, yet challenging. While several approaches have been proposed, one view towards mitigating bias is through adversarial lear…