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

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Momentum-based Weight Interpolation of Strong Zero-Shot Models for Continual Learning


Nov 06, 2022
Zafir Stojanovski, Karsten Roth, Zeynep Akata

* First Workshop on Interpolation Regularizers and Beyond, NeurIPS 2022 (Spotlight) and Workshop on Distribution Shifts, NeurIPS 2022 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Disentanglement of Correlated Factors via Hausdorff Factorized Support


Oct 13, 2022
Karsten Roth, Mark Ibrahim, Zeynep Akata, Pascal Vincent, Diane Bouchacourt


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

A Non-isotropic Probabilistic Take on Proxy-based Deep Metric Learning


Jul 08, 2022
Michael Kirchhof, Karsten Roth, Zeynep Akata, Enkelejda Kasneci

* Accepted as conference paper at ECCV 2022 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Is Fairness Only Metric Deep? Evaluating and Addressing Subgroup Gaps in Deep Metric Learning


Mar 23, 2022
Natalie Dullerud, Karsten Roth, Kimia Hamidieh, Nicolas Papernot, Marzyeh Ghassemi

* Published as a conference paper at ICLR 2022 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Improving the Fairness of Chest X-ray Classifiers


Mar 23, 2022
Haoran Zhang, Natalie Dullerud, Karsten Roth, Lauren Oakden-Rayner, Stephen Robert Pfohl, Marzyeh Ghassemi

* Published in CHIL 2022 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Non-isotropy Regularization for Proxy-based Deep Metric Learning


Mar 16, 2022
Karsten Roth, Oriol Vinyals, Zeynep Akata

* Accepted to CVPR 2022 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Integrating Language Guidance into Vision-based Deep Metric Learning


Mar 16, 2022
Karsten Roth, Oriol Vinyals, Zeynep Akata

* Accepted to CVPR 2022 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Characterizing Generalization under Out-Of-Distribution Shifts in Deep Metric Learning


Jul 20, 2021
Timo Milbich, Karsten Roth, Samarth Sinha, Ludwig Schmidt, Marzyeh Ghassemi, Björn Ommer


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Towards Total Recall in Industrial Anomaly Detection


Jun 15, 2021
Karsten Roth, Latha Pemula, Joaquin Zepeda, Bernhard Schölkopf, Thomas Brox, Peter Gehler


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

S2SD: Simultaneous Similarity-based Self-Distillation for Deep Metric Learning


Oct 01, 2020
Karsten Roth, Timo Milbich, Björn Ommer, Joseph Paul Cohen, Marzyeh Ghassemi


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email
1
2
3
>>