On the Effectiveness of Image Rotation for Open Set Domain Adaptation

24 July 2020

Papers citing "On the Effectiveness of Image Rotation for Open Set Domain Adaptation"

50 / 62 papers shown

Title
Revisiting CLIP for SF-OSDA: Unleashing Zero-Shot Potential with Adaptive Threshold and Training-Free Feature Filtering Yong Li Jindong Li Qi Wang Qianli Xing Runliang Niu Shengsheng Wang Menglin Yang VLM 45 0 0 19 Apr 2025
ViLAaD: Enhancing "Attracting and Dispersing'' Source-Free Domain Adaptation with Vision-and-Language Model Shuhei Tarashima Xinqi Shu Norio Tagawa VLM 51 0 0 30 Mar 2025
Beyond the Known: Enhancing Open Set Domain Adaptation with Unknown Exploration Lucas Fernando Alvarenga e Silva Samuel Felipe dos Santos N. Sebe Jurandy Almeida 29 1 0 24 Dec 2024
Open-Set Heterogeneous Domain Adaptation: Theoretical Analysis and Algorithm Thai-Hoang Pham Yuanlong Wang Changchang Yin Xueru Zhang Ping Zhang 73 0 0 17 Dec 2024
Your Data Is Not Perfect: Towards Cross-Domain Out-of-Distribution Detection in Class-Imbalanced Data Xiang Fang Arvind Easwaran B. Genest Ponnuthurai Nagaratnam Suganthan 83 14 0 09 Dec 2024
Bridging OOD Detection and Generalization: A Graph-Theoretic View Han Wang Yixuan Li CML 39 0 0 26 Sep 2024
Incremental Open-set Domain Adaptation Sayan Rakshit Hmrishav Bandyopadhyay Nibaran Das Biplab Banerjee CLL 26 1 0 31 Aug 2024
COSMo: CLIP Talks on Open-Set Multi-Target Domain Adaptation Munish Monga Sachin Kumar Giroh Ankit Jha Mainak Singha Biplab Banerjee Jocelyn Chanussot 48 2 0 31 Aug 2024
Prototypical Partial Optimal Transport for Universal Domain Adaptation Yucheng Yang Xiang Gu Jian Sun OT 49 11 0 02 Aug 2024
Memory-Efficient Pseudo-Labeling for Online Source-Free Universal Domain Adaptation using a Gaussian Mixture Model Pascal Schlachter Simon Wagner Bin Yang TTA 48 1 0 19 Jul 2024
Towards Multimodal Open-Set Domain Generalization and Adaptation through Self-supervision Hao Dong Eleni Chatzi Olga Fink 34 3 0 01 Jul 2024
Open-Set Domain Adaptation for Semantic Segmentation Seun-An Choe Ah-Hyung Shin Keon-Hee Park Jinwoo Choi Gyeong-Moon Park 32 6 0 30 May 2024
Adversarial Reweighting with $α$ -Power Maximization for Domain Adaptation Xiang Gu Xi Yu Yan Yang Jian Sun Zongben Xu 46 0 0 26 Apr 2024
Uncertainty-guided Open-Set Source-Free Unsupervised Domain Adaptation with Target-private Class Segregation Mattia Litrico Davide Talon Sebastiano Battiato Alessio Del Bue M. Giuffrida Pietro Morerio UQCV 40 0 0 16 Apr 2024
PracticalDG: Perturbation Distillation on Vision-Language Models for Hybrid Domain Generalization Zining Chen Weiqiu Wang Zhaohui Hou Zhicheng Zhao Aidong Men Hongying Meng VLM 37 7 0 13 Apr 2024
Unknown Prompt, the only Lacuna: Unveiling CLIP's Potential for Open Domain Generalization Mainak Singha Ankit Jha Shirsha Bose Ashwin Nair Moloud Abdar Biplab Banerjee VLM 60 10 0 31 Mar 2024
GLC++: Source-Free Universal Domain Adaptation through Global-Local Clustering and Contrastive Affinity Learning Sanqing Qu Tianpei Zou Florian Röhrbein Cewu Lu Guang Chen Dacheng Tao Changjun Jiang 37 3 0 21 Mar 2024
COMET: Contrastive Mean Teacher for Online Source-Free Universal Domain Adaptation Pascal Schlachter Bin Yang 32 3 0 31 Jan 2024
A Unified Framework for Unsupervised Domain Adaptation based on Instance Weighting Jinjing Zhu Feiyang Ye Qiao Xiao Pengxin Guo Yu Zhang Qiang Yang 32 2 0 08 Dec 2023
Unknown Sample Discovery for Source Free Open Set Domain Adaptation C. S. Jahan Andreas E. Savakis TTA 18 2 0 05 Dec 2023
Mixture-of-Experts for Open Set Domain Adaptation: A Dual-Space Detection Approach Zhenbang Du Jiayu An Yunlu Tu Jiahao Hong Dongrui Wu MoE 28 1 0 01 Nov 2023
ADASR: An Adversarial Auto-Augmentation Framework for Hyperspectral and Multispectral Data Fusion Jinghui Qin Lihuang Fang Ruitao Lu Liang Lin Yukai Shi 33 4 0 11 Oct 2023
Memory-Assisted Sub-Prototype Mining for Universal Domain Adaptation Yu-Rui Lai Yi Zhou Xinghong Liu Tao Zhou 26 3 0 09 Oct 2023
Activate and Reject: Towards Safe Domain Generalization under Category Shift Chaoqi Chen Luyao Tang Leitian Tao Hong-Yu Zhou Yue Huang Xiaoguang Han Yizhou Yu OOD 34 10 0 07 Oct 2023
Tightening Classification Boundaries in Open Set Domain Adaptation through Unknown Exploitation Lucas Fernando Alvarenga e Silva N. Sebe Jurandy Almeida 17 3 0 16 Sep 2023
Trustworthy Representation Learning Across Domains Ronghang Zhu Dongliang Guo Daiqing Qi Zhixuan Chu Xiang Yu Sheng Li FaML AI4TS 39 2 0 23 Aug 2023
COCA: Classifier-Oriented Calibration via Textual Prototype for Source-Free Universal Domain Adaptation Xinghong Liu Yi Zhou Tao Zhou Chun-Mei Feng Ling Shao VLM 35 2 0 21 Aug 2023
Open-Set Domain Adaptation with Visual-Language Foundation Models Qing Yu Go Irie Kiyoharu Aizawa VLM 32 6 0 30 Jul 2023
Universal Domain Adaptation via Compressive Attention Matching Didi Zhu Yincuan Li Junkun Yuan Zexi Li Kun Kuang Chao Wu 45 17 0 24 Apr 2023
AutoLabel: CLIP-based framework for Open-set Video Domain Adaptation Giacomo Zara Subhankar Roy Paolo Rota Elisa Ricci VLM 21 12 0 03 Apr 2023
Fairness meets Cross-Domain Learning: a new perspective on Models and Metrics Leonardo Iurada S. Bucci Timothy M. Hospedales Tatiana Tommasi 27 0 0 25 Mar 2023
Keypoint-Guided Optimal Transport Xiang Gu Yucheng Yang Weizhen Zeng Jian Sun Zongben Xu 39 1 0 23 Mar 2023
Upcycling Models under Domain and Category Shift Sanqing Qu Tianpei Zou Florian Roehrbein Cewu Lu Guang-Sheng Chen Dacheng Tao Changjun Jiang 48 40 0 13 Mar 2023
Self-Paced Learning for Open-Set Domain Adaptation Xinghong Liu Yi Zhou Tao Zhou Jie Qin Tianran Ouyang TTA 37 3 0 10 Mar 2023
Imbalanced Open Set Domain Adaptation via Moving-threshold Estimation and Gradual Alignment Jinghan Ru Jun Tian Zhekai Du Chengwei Xiao Jingjing Li H. Shen 32 12 0 08 Mar 2023
Simplifying Open-Set Video Domain Adaptation with Contrastive Learning Giacomo Zara Victor G. Turrisi da Costa Subhankar Roy Paolo Rota Elisa Ricci 41 1 0 09 Jan 2023
Learning Classifiers of Prototypes and Reciprocal Points for Universal Domain Adaptation S. Hur Inkyu Shin Kwanyong Park Sanghyun Woo In So Kweon 21 8 0 16 Dec 2022
Boosting Novel Category Discovery Over Domains with Soft Contrastive Learning and All-in-One Classifier Z. Zang Lei Shang Senqiao Yang Fei Wang Baigui Sun Xuansong Xie Stan Z. Li 19 14 0 21 Nov 2022
Unified Optimal Transport Framework for Universal Domain Adaptation Wanxing Chang Ye Shi H. Tuan Jingya Wang OT 16 60 0 31 Oct 2022
Subsidiary Prototype Alignment for Universal Domain Adaptation Jogendra Nath Kundu Suvaansh Bhambri Akshay Ravindra Kulkarni Hiran Sarkar Varun Jampani R. Venkatesh Babu 37 21 0 28 Oct 2022
IT-RUDA: Information Theory Assisted Robust Unsupervised Domain Adaptation Shima Rashidi Ruwan Tennakoon Aref Miri Rekavandi Papangkorn Jessadatavornwong A. Freis G. Huff Mark Easton A. Mouritz R. Hoseinnezhad A. Bab-Hadiashar 17 2 0 24 Oct 2022
Provably Uncertainty-Guided Universal Domain Adaptation Yifan Wang Lin Zhang Ran Song Paul L. Rosin Yibin Li Wei Emma Zhang OOD UQCV 42 0 0 19 Sep 2022
Domain Adaptation under Open Set Label Shift Saurabh Garg Sivaraman Balakrishnan Zachary Chase Lipton OOD VLM 19 41 0 26 Jul 2022
Exploiting Inter-Sample Affinity for Knowability-Aware Universal Domain Adaptation Yifan Wang Lin Zhang Ran Song Hongliang Li Lin Ma Wei Emma Zhang 24 6 0 19 Jul 2022
Semantic Novelty Detection via Relational Reasoning Francesco Cappio Borlino S. Bucci Tatiana Tommasi 17 4 0 18 Jul 2022
Discovering Domain Disentanglement for Generalized Multi-source Domain Adaptation Zixin Wang Yadan Luo Peng Zhang Sen Wang Zi Huang 19 4 0 11 Jul 2022
Towards Adaptive Unknown Authentication for Universal Domain Adaptation by Classifier Paradox Yunyun Wang Yaojie Liu Songcan Chen 13 1 0 10 Jul 2022
Unknown-Aware Domain Adversarial Learning for Open-Set Domain Adaptation Joonho Jang Byeonghu Na DongHyeok Shin Mingi Ji Kyungwoo Song Il-Chul Moon 27 34 0 15 Jun 2022
OneRing: A Simple Method for Source-free Open-partial Domain Adaptation Shiqi Yang Yaxing Wang Kai Wang Shangling Jui Joost van de Weijer 25 0 0 07 Jun 2022
Attracting and Dispersing: A Simple Approach for Source-free Domain Adaptation Shiqi Yang Yaxing Wang Kai Wang Shangling Jui Joost van de Weijer 29 131 0 09 May 2022