Deep Domain Confusion: Maximizing for Domain Invariance

10 December 2014

Papers citing "Deep Domain Confusion: Maximizing for Domain Invariance"

50 / 959 papers shown

Title
Exploiting Instance-based Mixed Sampling via Auxiliary Source Domain Supervision for Domain-adaptive Action Detection Yifan Lu Gurkirt Singh Suman Saha Luc Van Gool TTA 154 2 0 28 Sep 2022
TeST: Test-time Self-Training under Distribution Shift Samarth Sinha Peter V. Gehler Francesco Locatello Bernt Schiele TTA OOD 116 25 0 23 Sep 2022
Consecutive Knowledge Meta-Adaptation Learning for Unsupervised Medical Diagnosis Yumin Zhang Yawen Hou Xiuyi Chen Hongyuan Yu Long Xia CLL OOD 90 3 0 21 Sep 2022
AirFi: Empowering WiFi-based Passive Human Gesture Recognition to Unseen Environment via Domain Generalization Dazhuo Wang Jianfei Yang Wei Cui Lihua Xie S. Sun 85 32 0 21 Sep 2022
Can Shadows Reveal Biometric Information? Safa C. Medin Amir Weiss F. Durand William T. Freeman G. Wornell CVBM 102 2 0 21 Sep 2022
High-resolution semantically-consistent image-to-image translation Mikhail Sokolov Chris Henry J. Storie C. Storie Victor Alhassan M. Turgeon-Pelchat 77 5 0 13 Sep 2022
Automatically Score Tissue Images Like a Pathologist by Transfer Learning Iris Yan MedIm 65 1 0 09 Sep 2022
Super-model ecosystem: A domain-adaptation perspective Fengxiang He Dacheng Tao DiffM 86 1 0 30 Aug 2022
Local Context-Aware Active Domain Adaptation Tao Sun Cheng Lu Haibin Ling 76 9 0 26 Aug 2022
Domain Adaptation with Adversarial Training on Penultimate Activations Tao Sun Cheng Lu Haibin Ling 74 18 0 26 Aug 2022
Multi-Scale Multi-Target Domain Adaptation for Angle Closure Classification Zhen Qiu Yifan Zhang Fei Li Xiulan Zhang Yanwu Xu Mingkui Tan 84 1 0 25 Aug 2022
RAIN: RegulArization on Input and Network for Black-Box Domain Adaptation Qucheng Peng Zhengming Ding Lingjuan Lyu Lichao Sun Chen Chen OOD MLAU 96 21 0 22 Aug 2022
Contrastive Domain Adaptation for Early Misinformation Detection: A Case Study on COVID-19 Zhenrui Yue Huimin Zeng Ziyi Kou Lanyu Shang Dong Wang 88 34 0 20 Aug 2022
LAMA-Net: Unsupervised Domain Adaptation via Latent Alignment and Manifold Learning for RUL Prediction Manu Joseph Varchita Lalwani AI4CE 48 2 0 17 Aug 2022
Uncertainty-guided Source-free Domain Adaptation Subhankar Roy Martin Trapp Andrea Pilzer Arno Solin N. Sebe Elisa Ricci Arno Solin EDL TTA UQLM UQCV 135 68 0 16 Aug 2022
Deep Unsupervised Domain Adaptation: A Review of Recent Advances and Perspectives Xiaofeng Liu Chaehwa Yoo Fangxu Xing Hyejin Oh Xiaofeng Liu Je-Won Kang Jonghye Woo OOD 124 207 0 15 Aug 2022
Low-Resource Dense Retrieval for Open-Domain Question Answering: A Comprehensive Survey Xiaoyu Shen Svitlana Vakulenko Marco Del Tredici Gianni Barlacchi Bill Byrne Adria de Gispert RALM VLM 82 20 0 05 Aug 2022
Joint Attention-Driven Domain Fusion and Noise-Tolerant Learning for Multi-Source Domain Adaptation Tong Xu Lin Wang Wu Ning Chunyan Lyu Kejun Wang Chenhui Wang 75 0 0 05 Aug 2022
Deep Active Learning with Budget Annotation P. Gikunda 61 0 0 31 Jul 2022
A Transfer Learning-Based Approach to Marine Vessel Re-Identification Guangmiao Zeng Wan-Neng Yu Rongjie Wang Anhui Lin 137 0 0 29 Jul 2022
Unsupervised Domain Adaptation for Video Transformers in Action Recognition Victor G. Turrisi da Costa Giacomo Zara Paolo Rota Thiago Oliveira-Santos N. Sebe Vittorio Murino Elisa Ricci 77 13 0 26 Jul 2022
MemSAC: Memory Augmented Sample Consistency for Large Scale Unsupervised Domain Adaptation Tarun Kalluri Astuti Sharma Manmohan Chandraker 95 18 0 25 Jul 2022
Domain Decorrelation with Potential Energy Ranking Sen Pei Jiaxi Sun Richard Yi Da Xu Shiming Xiang Gaofeng Meng OOD 117 4 0 25 Jul 2022
Prototype-Guided Continual Adaptation for Class-Incremental Unsupervised Domain Adaptation Hongbin Lin Yifan Zhang Zhen Qiu Shuaicheng Niu Chuang Gan Yanxia Liu Mingkui Tan CLL 85 38 0 22 Jul 2022
DecoupleNet: Decoupled Network for Domain Adaptive Semantic Segmentation Xin Lai Zhuotao Tian Xiaogang Xu Ying-Cong Chen Shu Liu Hengshuang Zhao Liwei Wang Jiaya Jia 85 45 0 20 Jul 2022
Test-Time Adaptation via Conjugate Pseudo-labels Sachin Goyal Mingjie Sun Aditi Raghunathan Zico Kolter OOD 92 102 0 20 Jul 2022
Exploiting Domain Transferability for Collaborative Inter-level Domain Adaptive Object Detection Do mirae Seogkyu Jeon Pilhyeon Lee Kibeom Hong Yuseung Ma H. Byun 58 7 0 20 Jul 2022
Gradual Domain Adaptation without Indexed Intermediate Domains Hong-You Chen Wei-Lun Chao CLL 130 41 0 11 Jul 2022
Towards Adaptive Unknown Authentication for Universal Domain Adaptation by Classifier Paradox Yunyun Wang Yaojie Liu Songcan Chen 55 1 0 10 Jul 2022
Unsupervised Domain Adaptation through Shape Modeling for Medical Image Segmentation Yuan Yao Fengze Liu Zongwei Zhou Yan Wang Wei Shen Alan Yuille Yongyi Lu OOD 120 10 0 06 Jul 2022
Gated Domain Units for Multi-source Domain Generalization Simon Foll Alina Dubatovka Eugen Ernst Siu Lun Chau Martin Maritsch Patrik Okanovic Gudrun Thater J. M. Buhmann Felix Wortmann Krikamol Muandet OOD 142 4 0 24 Jun 2022
A Survey on Computational Intelligence-based Transfer Learning Mohamad Zamini Eunjin Kim 50 2 0 17 Jun 2022
Adapting Self-Supervised Vision Transformers by Probing Attention-Conditioned Masking Consistency Viraj Prabhu Sriram Yenamandra Aaditya K. Singh Judy Hoffman 69 15 0 16 Jun 2022
Unknown-Aware Domain Adversarial Learning for Open-Set Domain Adaptation Joonho Jang Byeonghu Na DongHyeok Shin Mingi Ji Kyungwoo Song Il-Chul Moon 80 40 0 15 Jun 2022
Test-Time Adaptation for Visual Document Understanding Sayna Ebrahimi Sercan O. Arik Tomas Pfister OOD 82 6 0 15 Jun 2022
Contrastive Learning for Unsupervised Domain Adaptation of Time Series Yilmazcan Ozyurt Stefan Feuerriegel Ce Zhang AI4TS 105 47 0 13 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 122 1 0 07 Jun 2022
Revisiting Realistic Test-Time Training: Sequential Inference and Adaptation by Anchored Clustering Yongyi Su Xun Xu Kui Jia TTA OOD 116 46 0 06 Jun 2022
Relation Matters: Foreground-aware Graph-based Relational Reasoning for Domain Adaptive Object Detection Chaoqi Chen Jiongcheng Li Hong-Yu Zhou Xiaoguang Han Yue Huang Xinghao Ding Yizhou Yu 75 43 0 06 Jun 2022
CLIP4IDC: CLIP for Image Difference Captioning Zixin Guo Tong Wang Jorma T. Laaksonen VLM 76 30 0 01 Jun 2022
CAFA: Class-Aware Feature Alignment for Test-Time Adaptation Sanghun Jung Jungsoo Lee Nanhee Kim Amirreza Shaban Byron Boots Jaegul Choo OOD TTA 111 18 0 01 Jun 2022
Modular and On-demand Bias Mitigation with Attribute-Removal Subnetworks Lukas Hauzenberger Shahed Masoudian Deepak Kumar Markus Schedl Navid Rekabsaz 95 18 0 30 May 2022
Divide to Adapt: Mitigating Confirmation Bias for Domain Adaptation of Black-Box Predictors Jianfei Yang Xiangyu Peng Kaidi Wang Zheng Hua Zhu Jiashi Feng Lihua Xie Yang You 101 29 0 28 May 2022
Cycle Label-Consistent Networks for Unsupervised Domain Adaptation Mei Wang Weihong Deng 59 7 0 27 May 2022
Deep face recognition with clustering based domain adaptation Mei Wang Weihong Deng OOD 3DH CVBM 90 49 0 27 May 2022
An Empirical Study on Distribution Shift Robustness From the Perspective of Pre-Training and Data Augmentation Ziquan Liu Yi Tian Xu Yuanhong Xu Qi Qian Hao Li Rong Jin Xiangyang Ji Antoni B. Chan OOD 99 16 0 25 May 2022
MetaSID: Singer Identification with Domain Adaptation for Metaverse Xulong Zhang Jianzong Wang Ning Cheng Jing Xiao 64 8 0 24 May 2022
Unsupervised Structure-Texture Separation Network for Oracle Character Recognition Mei Wang Weihong Deng Chenguang Liu 119 27 0 13 May 2022
Attracting and Dispersing: A Simple Approach for Source-free Domain Adaptation Shiqi Yang Yaxing Wang Kai Wang Shangling Jui Joost van de Weijer 101 144 0 09 May 2022
Cross-lingual Adaptation for Recipe Retrieval with Mixup B. Zhu Chong-Wah Ngo Jingjing Chen W. Chan 62 6 0 08 May 2022