Versatile Teacher: A Class-aware Teacher-student Framework for Cross-domain Adaptation

20 May 2024

Papers citing "Versatile Teacher: A Class-aware Teacher-student Framework for Cross-domain Adaptation"

23 / 23 papers shown

Title
Contrastive Mean Teacher for Domain Adaptive Object Detectors Shengcao Cao D. Joshi Liangyan Gui Yu-Xiong Wang ObjD 93 61 0 04 May 2023
SSDA-YOLO: Semi-supervised Domain Adaptive YOLO for Cross-Domain Object Detection Huayi Zhou Fei Jiang Hongtao Lu ObjD 65 77 0 04 Nov 2022
Domain Adaptive YOLO for One-Stage Cross-Domain Detection Shizhao Zhang H. Tuo Jian Hu Z. Jing ObjD 62 60 0 26 Jun 2021
Multiscale Domain Adaptive YOLO for Cross-Domain Object Detection Mazin Hnewa H. Radha ObjD 57 87 0 02 Jun 2021
MeGA-CDA: Memory Guided Attention for Category-Aware Unsupervised Domain Adaptive Object Detection VS Vibashan Vikram Gupta Poojan Oza Vishwanath A. Sindagi Vishal M. Patel 49 184 0 07 Mar 2021
Instance Adaptive Self-Training for Unsupervised Domain Adaptation Ke Mei Chuang Zhu Jiaqi Zou Shanghang Zhang 71 307 0 27 Aug 2020
Contrastive Learning for Unpaired Image-to-Image Translation Taesung Park Alexei A. Efros Richard Y. Zhang Jun-Yan Zhu SSL 78 1,221 0 30 Jul 2020
Exploring Categorical Regularization for Domain Adaptive Object Detection Chang-Dong Xu Xingjie Zhao Xin Jin Xiu-Shen Wei OOD ObjD 172 287 0 20 Mar 2020
Unbiased Mean Teacher for Cross-domain Object Detection Jinhong Deng Wen Li Yuhua Chen Lixin Duan 170 296 0 02 Mar 2020
Diversify and Match: A Domain Adaptive Representation Learning Paradigm for Object Detection Taekyung Kim Minki Jeong Seunghyeon Kim Seokeon Choi Changick Kim 69 302 0 14 May 2019
Exploring Object Relation in Mean Teacher for Cross-Domain Detection Qi Cai Yingwei Pan Chong-Wah Ngo Xinmei Tian Ling-yu Duan Ting Yao ViT OOD 70 308 0 25 Apr 2019
YOLOv3: An Incremental Improvement Joseph Redmon Ali Farhadi ObjD 111 21,442 0 08 Apr 2018
Semantic Foggy Scene Understanding with Synthetic Data Daniel Gehrig Dengxin Dai Luc Van Gool 91 1,101 0 25 Aug 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 350 27,181 0 20 Mar 2017
YOLO9000: Better, Faster, Stronger Joseph Redmon Ali Farhadi VLM ObjD 181 15,610 0 25 Dec 2016
Driving in the Matrix: Can Virtual Worlds Replace Human-Generated Annotations for Real World Tasks? Matthew Johnson-Roberson Charlie Barto Rounak Mehta S. N. Sridhar Karl Rosaen Ram Vasudevan 101 617 0 06 Oct 2016
SGDR: Stochastic Gradient Descent with Warm Restarts I. Loshchilov Frank Hutter ODL 324 8,116 0 13 Aug 2016
The Cityscapes Dataset for Semantic Urban Scene Understanding Marius Cordts Mohamed Omran Sebastian Ramos Timo Rehfeld Markus Enzweiler Rodrigo Benenson Uwe Franke Stefan Roth Bernt Schiele 1.1K 11,609 0 06 Apr 2016
You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 686 36,935 0 08 Jun 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 499 62,270 0 04 Jun 2015
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 366 9,486 0 28 May 2015
Fast R-CNN Ross B. Girshick ObjD 301 25,045 0 30 Apr 2015
Rich feature hierarchies for accurate object detection and semantic segmentation Ross B. Girshick Jeff Donahue Trevor Darrell Jitendra Malik ObjD 289 26,181 0 11 Nov 2013