Domain Agnostic Learning with Disentangled Representations

28 April 2019

Papers citing "Domain Agnostic Learning with Disentangled Representations"

50 / 138 papers shown

Title
Out-of-Distribution Representation Learning for Time Series Classification Wang Lu Jindong Wang Xinwei Sun Yiqiang Chen Xingxu Xie OODD OOD 98 38 0 15 Sep 2022
Single-source Domain Expansion Network for Cross-Scene Hyperspectral Image Classification Yuxiang Zhang Wei Li Weidong Sun Ran Tao Qian Du 89 200 0 04 Sep 2022
Multi-Scale Multi-Target Domain Adaptation for Angle Closure Classification Zhen Qiu Yifan Zhang Fei Li Xiulan Zhang Yanwu Xu Mingkui Tan 67 1 0 25 Aug 2022
AADG: Automatic Augmentation for Domain Generalization on Retinal Image Segmentation Junyan Lyu Yiqi Zhang Yijin Huang Li Lin Pujin Cheng Xiaoying Tang MedIm 68 47 0 27 Jul 2022
Domain-invariant Feature Exploration for Domain Generalization Wang Lu Jindong Wang Haoliang Li Yiqiang Chen Xing Xie OOD 94 81 0 25 Jul 2022
Feed-Forward Latent Domain Adaptation Ondrej Bohdal Da Li S. Hu Timothy M. Hospedales OOD 69 1 0 15 Jul 2022
Red PANDA: Disambiguating Anomaly Detection by Removing Nuisance Factors Niv Cohen Jonathan Kahana Yedid Hoshen 80 4 0 07 Jul 2022
Disentangled Federated Learning for Tackling Attributes Skew via Invariant Aggregation and Diversity Transferring Zhengquan Luo Yunlong Wang Zilei Wang Zhenan Sun Tieniu Tan FedML 81 44 0 14 Jun 2022
Learning Invariant Visual Representations for Compositional Zero-Shot Learning Tian Zhang Kongming Liang Ruoyi Du Xian Sun Zhanyu Ma Jun Guo CoGe BDL 84 34 0 01 Jun 2022
Multi-Head Distillation for Continual Unsupervised Domain Adaptation in Semantic Segmentation A. Saporta Arthur Douillard Tuan-Hung Vu Patrick Pérez Matthieu Cord CLL 89 21 0 25 Apr 2022
Full-Spectrum Out-of-Distribution Detection Jingkang Yang Kaiyang Zhou Ziwei Liu OODD 82 62 0 11 Apr 2022
Domain-Oriented Prefix-Tuning: Towards Efficient and Generalizable Fine-tuning for Zero-Shot Dialogue Summarization Lulu Zhao Fujia Zheng Weihao Zeng Keqing He Weiran Xu Huixing Jiang Wei Wu Yanan Wu 58 20 0 09 Apr 2022
Jacobian Norm for Unsupervised Source-Free Domain Adaptation Weikai Li Meng Cao Songcan Chen 78 7 0 07 Apr 2022
BMD: A General Class-balanced Multicentric Dynamic Prototype Strategy for Source-free Domain Adaptation Sanqing Qu Guang Chen Jing Zhang Zhijun Li Wei He Dacheng Tao TTA 91 59 0 06 Apr 2022
Gated Domain-Invariant Feature Disentanglement for Domain Generalizable Object Detection Hao Zhang Huimin Yu Yuming Yan Runfa Wang 109 4 0 22 Mar 2022
A Contrastive Objective for Learning Disentangled Representations Jonathan Kahana Yedid Hoshen SSL 67 13 0 21 Mar 2022
ADAS: A Direct Adaptation Strategy for Multi-Target Domain Adaptive Semantic Segmentation Seunghun Lee Wonhyeok Choi Changjae Kim Minwoo Choi Sunghoon Im 79 19 0 14 Mar 2022
BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning Zhi Hou B. Yu Dacheng Tao ViT 166 63 0 03 Mar 2022
Domain Generalization via Frequency-domain-based Feature Disentanglement and Interaction Jing-Yi Wang Ruoyi Du Dongliang Chang Kongming Liang Zhanyu Ma OOD 79 47 0 20 Jan 2022
ZeroPrompt: Scaling Prompt-Based Pretraining to 1,000 Tasks Improves Zero-Shot Generalization Hanwei Xu Yujun Chen Yulun Du Nan Shao Yanggang Wang Haiyu Li Zhilin Yang VLM LRM AI4CE 77 69 0 18 Jan 2022
Decompose to Adapt: Cross-domain Object Detection via Feature Disentanglement Dongnan Liu Chaoyi Zhang Yang Song Heng Huang Chenyu Wang Michael Barnett Weidong (Tom) Cai 95 40 0 06 Jan 2022
Disentanglement and Generalization Under Correlation Shifts Christina M. Funke Paul Vicol Kuan-Chieh Wang Matthias Kümmerer R. Zemel Matthias Bethge OOD 106 7 0 29 Dec 2021
FRIDA -- Generative Feature Replay for Incremental Domain Adaptation Sayan Rakshit Anwesh Mohanty Ruchika Chavhan Biplab Banerjee Gemma Roig S. Chaudhuri CLL 31 11 0 28 Dec 2021
Disentanglement by Cyclic Reconstruction David Bertoin Emmanuel Rachelson OOD 52 4 0 24 Dec 2021
A Survey of Unsupervised Domain Adaptation for Visual Recognition Youshan Zhang OOD 85 45 0 13 Dec 2021
Review-Based Domain Disentanglement without Duplicate Users or Contexts for Cross-Domain Recommendation Yoonhyuk Choi Jiho Choi Taewook Ko HyungHo Byun Qiongxiong Ma 53 16 0 25 Oct 2021
Adversarial Purification through Representation Disentanglement Tao Bai Jun Zhao Lanqing Guo Bihan Wen AAML 27 1 0 15 Oct 2021
On the inductive biases of deep domain adaptation Rodrigue Siry Louis Hémadou Loïc Simon F. Jurie 72 3 0 16 Sep 2021
Variational Disentanglement for Domain Generalization Yufei Wang Haoliang Li Hao Cheng Bihan Wen Lap-Pui Chau Alex C. Kot OOD DRL 120 27 0 13 Sep 2021
Low-Resource Dialogue Summarization with Domain-Agnostic Multi-Source Pretraining Yicheng Zou Bolin Zhu Xingwu Hu Tao Gui Qi Zhang 138 32 0 09 Sep 2021
Generalize then Adapt: Source-Free Domain Adaptive Semantic Segmentation Jogendra Nath Kundu Akshay Ravindra Kulkarni Amit Singh Varun Jampani R. Venkatesh Babu TTA 74 124 0 25 Aug 2021
Orthogonal Jacobian Regularization for Unsupervised Disentanglement in Image Generation Yuxiang Wei Yupeng Shi Xiao-Chang Liu Zhilong Ji Yuan Gao Zhongqin Wu W. Zuo 70 55 0 17 Aug 2021
Multi-Target Adversarial Frameworks for Domain Adaptation in Semantic Segmentation A. Saporta Tuan-Hung Vu Matthieu Cord P. Pérez 87 35 0 16 Aug 2021
Vector-Decomposed Disentanglement for Domain-Invariant Object Detection Aming Wu R. Liu Yahong Han Linchao Zhu Yi Yang 90 107 0 15 Aug 2021
Learning Bias-Invariant Representation by Cross-Sample Mutual Information Minimization Wei-wei Zhu Haitian Zheng Haofu Liao Weijian Li Jiebo Luo 149 43 0 11 Aug 2021
Self-Supervised Disentangled Representation Learning for Third-Person Imitation Learning Jinghuan Shang Michael S. Ryoo SSL 65 25 0 02 Aug 2021
AD-GAN: End-to-end Unsupervised Nuclei Segmentation with Aligned Disentangling Training Kai Yao Kaizhu Huang Jie Sun Curran Jude MedIm 47 9 0 23 Jul 2021
An Image is Worth More Than a Thousand Words: Towards Disentanglement in the Wild Aviv Gabbay Niv Cohen Yedid Hoshen CoGe DRL 61 35 0 29 Jun 2021
Enhanced Separable Disentanglement for Unsupervised Domain Adaptation Youshan Zhang Brian D. Davison 39 4 0 22 Jun 2021
ToAlign: Task-oriented Alignment for Unsupervised Domain Adaptation Guoqiang Wei Cuiling Lan Wenjun Zeng Zhizheng Zhang Zhibo Chen 87 60 0 21 Jun 2021
Invariant Information Bottleneck for Domain Generalization Yue Liu Yifei Shen Yezhen Wang Wenzhen Zhu Colorado Reed Jun Zhang Dongsheng Li Kurt Keutzer Han Zhao OOD 97 116 0 11 Jun 2021
Generalized Domain Adaptation Yu Mitsuzumi Go Irie Daiki Ikami Takashi Shibata OOD 101 20 0 03 Jun 2021
Incremental Multi-Target Domain Adaptation for Object Detection with Efficient Domain Transfer Le Thanh Nguyen-Meidine M. Kiran M. Pedersoli Jose Dolz Louis-Antoine Blais-Morin Eric Granger 83 26 0 13 Apr 2021
Where and What? Examining Interpretable Disentangled Representations Xinqi Zhu Chang Xu Dacheng Tao FAtt DRL 100 39 0 07 Apr 2021
Curriculum Graph Co-Teaching for Multi-Target Domain Adaptation Subhankar Roy E. Krivosheev Zhun Zhong N. Sebe Elisa Ricci 111 62 0 01 Apr 2021
Multi-Target Domain Adaptation via Unsupervised Domain Classification for Weather Invariant Object Detection Ting Sun Jinlin Chen Francis Ng 64 5 0 25 Mar 2021
Gradient Regularized Contrastive Learning for Continual Domain Adaptation Shixiang Tang Peng Su Peng Gao Ni Zhao CLL 60 67 0 23 Mar 2021
Continual Semantic Segmentation via Repulsion-Attraction of Sparse and Disentangled Latent Representations Umberto Michieli Pietro Zanuttigh CLL 105 140 0 10 Mar 2021
Generalizing to Unseen Domains: A Survey on Domain Generalization Jindong Wang Cuiling Lan Chang-Shu Liu Yidong Ouyang Tao Qin Wang Lu Yiqiang Chen Wenjun Zeng Philip S. Yu OOD 268 1,240 0 02 Mar 2021
Key Technology Considerations in Developing and Deploying Machine Learning Models in Clinical Radiology Practice V. Kulkarni M. Gawali A. Kharat VLM 108 21 0 03 Feb 2021