Get our free extension to see links to code for papers anywhere online!

Add to Chrome

Add to Firefox

Picture for Hanie Sedghi

Hanie Sedghi

Leveraging Unlabeled Data to Predict Out-of-Distribution Performance

Feb 09, 2022
Saurabh Garg, Sivaraman Balakrishnan, Zachary C. Lipton, Behnam Neyshabur, Hanie Sedghi

Figure 1 for Leveraging Unlabeled Data to Predict Out-of-Distribution Performance

Figure 2 for Leveraging Unlabeled Data to Predict Out-of-Distribution Performance

Figure 3 for Leveraging Unlabeled Data to Predict Out-of-Distribution Performance

Figure 4 for Leveraging Unlabeled Data to Predict Out-of-Distribution Performance

* Accepted at ICLR 2022

Access Paper or Ask Questions

The Role of Permutation Invariance in Linear Mode Connectivity of Neural Networks

Oct 12, 2021
Rahim Entezari, Hanie Sedghi, Olga Saukh, Behnam Neyshabur

Figure 1 for The Role of Permutation Invariance in Linear Mode Connectivity of Neural Networks

Figure 2 for The Role of Permutation Invariance in Linear Mode Connectivity of Neural Networks

Figure 3 for The Role of Permutation Invariance in Linear Mode Connectivity of Neural Networks

Figure 4 for The Role of Permutation Invariance in Linear Mode Connectivity of Neural Networks

Access Paper or Ask Questions

Exploring the Limits of Large Scale Pre-training

Oct 05, 2021
Samira Abnar, Mostafa Dehghani, Behnam Neyshabur, Hanie Sedghi

Figure 1 for Exploring the Limits of Large Scale Pre-training

Figure 2 for Exploring the Limits of Large Scale Pre-training

Figure 3 for Exploring the Limits of Large Scale Pre-training

Figure 4 for Exploring the Limits of Large Scale Pre-training

Access Paper or Ask Questions

The Deep Bootstrap: Good Online Learners are Good Offline Generalizers

Oct 16, 2020
Preetum Nakkiran, Behnam Neyshabur, Hanie Sedghi

Figure 1 for The Deep Bootstrap: Good Online Learners are Good Offline Generalizers

Figure 2 for The Deep Bootstrap: Good Online Learners are Good Offline Generalizers

Figure 3 for The Deep Bootstrap: Good Online Learners are Good Offline Generalizers

Figure 4 for The Deep Bootstrap: Good Online Learners are Good Offline Generalizers

Access Paper or Ask Questions

What is being transferred in transfer learning?

Aug 26, 2020
Behnam Neyshabur, Hanie Sedghi, Chiyuan Zhang

Figure 1 for What is being transferred in transfer learning?

Figure 2 for What is being transferred in transfer learning?

Figure 3 for What is being transferred in transfer learning?

Figure 4 for What is being transferred in transfer learning?

* Equal contribution, authors ordered randomly

Access Paper or Ask Questions

The intriguing role of module criticality in the generalization of deep networks

Dec 04, 2019
Niladri S. Chatterji, Behnam Neyshabur, Hanie Sedghi

Figure 1 for The intriguing role of module criticality in the generalization of deep networks

Figure 2 for The intriguing role of module criticality in the generalization of deep networks

Figure 3 for The intriguing role of module criticality in the generalization of deep networks

Figure 4 for The intriguing role of module criticality in the generalization of deep networks

Access Paper or Ask Questions