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

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Scaling Vision Transformers to Gigapixel Images via Hierarchical Self-Supervised Learning



Richard J. Chen , Chengkuan Chen , Yicong Li , Tiffany Y. Chen , Andrew D. Trister , Rahul G. Krishnan , Faisal Mahmood

* Accepted to CVPR 2022 (Oral) 

   Access Paper or Ask Questions

Hierarchical Optimal Transport for Comparing Histopathology Datasets



Anna Yeaton , Rahul G. Krishnan , Rebecca Mieloszyk , David Alvarez-Melis , Grace Huynh


   Access Paper or Ask Questions

Mixture-of-experts VAEs can disregard variation in surjective multimodal data



Jannik Wolff , Tassilo Klein , Moin Nabi , Rahul G. Krishnan , Shinichi Nakajima

* Accepted at the NeurIPS 2021 workshop on Bayesian Deep Learning 

   Access Paper or Ask Questions

Self-Supervised Vision Transformers Learn Visual Concepts in Histopathology



Richard J. Chen , Rahul G. Krishnan

* Learning Meaningful Representations of Life (NeurIPS 2021) 

   Access Paper or Ask Questions

Using Time-Series Privileged Information for Provably Efficient Learning of Prediction Models



Rickard Karlsson , Martin Willbo , Zeshan Hussain , Rahul G. Krishnan , David Sontag , Fredrik D. Johansson


   Access Paper or Ask Questions

Neural Pharmacodynamic State Space Modeling



Zeshan Hussain , Rahul G. Krishnan , David Sontag


   Access Paper or Ask Questions

Clustering Left-Censored Multivariate Time-Series



Irene Y. Chen , Rahul G. Krishnan , David Sontag


   Access Paper or Ask Questions

Variational Autoencoders for Collaborative Filtering



Dawen Liang , Rahul G. Krishnan , Matthew D. Hoffman , Tony Jebara

* 10 pages, 3 figures. WWW 2018 

   Access Paper or Ask Questions

On the challenges of learning with inference networks on sparse, high-dimensional data



Rahul G. Krishnan , Dawen Liang , Matthew Hoffman

* 14 pages, 3 tables, 11 figures 

   Access Paper or Ask Questions

1
2
>>