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

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Sparse Fusion Mixture-of-Experts are Domain Generalizable Learners



Bo Li , Jingkang Yang , Jiawei Ren , Yezhen Wang , Ziwei Liu

* ArXiv preprint, work still in progress 

   Access Paper or Ask Questions

Full-Spectrum Out-of-Distribution Detection



Jingkang Yang , Kaiyang Zhou , Ziwei Liu

* Code and benchmarks are integrated in OpenOOD: https://github.com/Jingkang50/OpenOOD, a unified codebase for OOD detection 

   Access Paper or Ask Questions

Conditional Prompt Learning for Vision-Language Models



Kaiyang Zhou , Jingkang Yang , Chen Change Loy , Ziwei Liu

* CVPR 2022. TL;DR: We propose a conditional prompt learning approach to solve the generalizability issue of static prompts 

   Access Paper or Ask Questions

Generalized Out-of-Distribution Detection: A Survey



Jingkang Yang , Kaiyang Zhou , Yixuan Li , Ziwei Liu

* Issues, comments, and questions are all welcomed in https://github.com/Jingkang50/OODSurvey 

   Access Paper or Ask Questions

Learning to Prompt for Vision-Language Models



Kaiyang Zhou , Jingkang Yang , Chen Change Loy , Ziwei Liu

* Code: https://github.com/KaiyangZhou/CoOp. Major updates: 1) fix errors in EuroSAT's 1- and 2-shot results for CoOp; 2) extend to 9 pages 

   Access Paper or Ask Questions

Semantically Coherent Out-of-Distribution Detection



Jingkang Yang , Haoqi Wang , Litong Feng , Xiaopeng Yan , Huabin Zheng , Wayne Zhang , Ziwei Liu

* 15 pages, 7 figures. Accepted by ICCV-2021. Project page: https://jingkang50.github.io/projects/scood 

   Access Paper or Ask Questions

Progressive Representative Labeling for Deep Semi-Supervised Learning



Xiaopeng Yan , Riquan Chen , Litong Feng , Jingkang Yang , Huabin Zheng , Wayne Zhang


   Access Paper or Ask Questions

GIST: Distributed Training for Large-Scale Graph Convolutional Networks



Cameron R. Wolfe , Jingkang Yang , Arindam Chowdhury , Chen Dun , Artun Bayer , Santiago Segarra , Anastasios Kyrillidis

* 17 pages, 5 figures, pre-print under review 

   Access Paper or Ask Questions

1
2
>>