Boosting Novel Category Discovery Over Domains with Soft Contrastive
Learning and All-in-One Classifier

Boosting Novel Category Discovery Over Domains with Soft Contrastive Learning and All-in-One Classifier

21 November 2022

Stan Z. Li

Papers citing "Boosting Novel Category Discovery Over Domains with Soft Contrastive Learning and All-in-One Classifier"

11 / 11 papers shown

Title
HiLo: A Learning Framework for Generalized Category Discovery Robust to Domain Shifts Hongjun Wang S. Vaze Kai Han 112 4 0 08 Aug 2024
EVNet: An Explainable Deep Network for Dimension Reduction Z. Zang Sheng-Hsien Cheng Linyan Lu Hanchen Xia Liangyu Li Yaoting Sun Yongjie Xu Lei Shang Baigui Sun Stan Z. Li FAtt 43 15 0 21 Nov 2022
UDRN: Unified Dimensional Reduction Neural Network for Feature Selection and Feature Projection Z. Zang Yongjie Xu Linyan Lu Yu Geng Senqiao Yang Stan Z. Li 50 13 0 08 Jul 2022
Robust Contrastive Learning against Noisy Views Ching-Yao Chuang R. Devon Hjelm Xin Eric Wang Vibhav Vineet Neel Joshi Antonio Torralba Stefanie Jegelka Ya-heng Song NoLa 32 69 0 12 Jan 2022
OVANet: One-vs-All Network for Universal Domain Adaptation Kuniaki Saito Kate Saenko 64 147 0 07 Apr 2021
Barlow Twins: Self-Supervised Learning via Redundancy Reduction Jure Zbontar Li Jing Ishan Misra Yann LeCun Stéphane Deny SSL 214 2,321 0 04 Mar 2021
Exploring Simple Siamese Representation Learning Xinlei Chen Kaiming He SSL 178 3,992 0 20 Nov 2020
On the Effectiveness of Image Rotation for Open Set Domain Adaptation S. Bucci Mohammad Reza Loghmani Tatiana Tommasi 82 145 0 24 Jul 2020
Self-supervised Learning: Generative or Contrastive Xiao Liu Fanjin Zhang Zhenyu Hou Zhaoyu Wang Li Mian Jing Zhang Jie Tang SSL 96 1,604 0 15 Jun 2020
Open Set Domain Adaptation by Backpropagation Kuniaki Saito Shohei Yamamoto Yoshitaka Ushiku Tatsuya Harada VLM 48 502 0 27 Apr 2018
Learning Transferable Features with Deep Adaptation Networks Mingsheng Long Yue Cao Jianmin Wang Michael I. Jordan OOD 182 5,163 0 10 Feb 2015