Unsupervised Domain Adaptation by Backpropagation

26 September 2014

Papers citing "Unsupervised Domain Adaptation by Backpropagation"

50 / 1,043 papers shown

Title
Source-Free Domain Adaptation with Frozen Multimodal Foundation Model Song Tang Wenxin Su Mao Ye Xiatian Zhu VLM 33 21 0 27 Nov 2023
Choosing Wisely and Learning Deeply: Selective Cross-Modality Distillation via CLIP for Domain Generalization Jixuan Leng Yijiang Li Haohan Wang VLM 37 0 0 26 Nov 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
OpenForest: A data catalogue for machine learning in forest monitoring Arthur Ouaknine T. Kattenborn Etienne Laliberté David Rolnick 55 6 0 01 Nov 2023
StableFDG: Style and Attention Based Learning for Federated Domain Generalization Jun-Gyu Park Dong-Jun Han Jinho Kim Jianing Zhang Christopher G. Brinton Jaekyun Moon OOD FedML 40 15 0 01 Nov 2023
Universal Domain Adaptation for Robust Handling of Distributional Shifts in NLP Sungmin Cho Hyunsoo Cho Sang-Woo Lee Junyeob Kim Choonghyun Park Sang-goo Lee Kang Min Yoo Taeuk Kim VLM OOD 48 1 0 23 Oct 2023
SIDE: Self-supervised Intermediate Domain Exploration for Source-free Domain Adaptation Jiamei Liu Han Sun Yizhen Jia Jie Qin Huiyu Zhou Ningzhong Liu TTA 34 0 0 13 Oct 2023
Domain-invariant Clinical Representation Learning by Bridging Data Distribution Shift across EMR Datasets Zhongji Zhang Yuhang Wang Yinghao Zhu Xinyu Ma Tianlong Wang Chaohe Zhang Yasha Wang Liantao Ma Xiaoyun Zhang Ling Wang OOD 35 1 0 11 Oct 2023
Subspace Identification for Multi-Source Domain Adaptation Zijian Li Ruichu Cai Guan-Hong Chen Boyang Sun Zhifeng Hao Kun Zhang 36 33 0 07 Oct 2023
Cross-City Matters: A Multimodal Remote Sensing Benchmark Dataset for Cross-City Semantic Segmentation using High-Resolution Domain Adaptation Networks Danfeng Hong Bing Zhang Hao Li Yuxuan Li Jing Yao Chenyu Li Martin Werner Jocelyn Chanussote Alexander Zipf Xiaoxiang Zhu SSeg 31 337 0 26 Sep 2023
Towards Real-World Test-Time Adaptation: Tri-Net Self-Training with Balanced Normalization Yongyi Su Xun Xu Kui Jia TTA 84 24 0 26 Sep 2023
Domain Adaptive Few-Shot Open-Set Learning Debabrata Pal Deeptej More Sai Bhargav Dipesh Tamboli Vaneet Aggarwal Biplab Banerjee 29 2 0 22 Sep 2023
Strong-Weak Integrated Semi-supervision for Unsupervised Single and Multi Target Domain Adaptation Xiaohu Lu H. Radha 28 0 0 12 Sep 2023
Password-Stealing without Hacking: Wi-Fi Enabled Practical Keystroke Eavesdropping Jingyang Hu Hao Wang Tianyue Zheng Jingzhi Hu Zhe Chen Hongbo Jiang Jun Luo 18 21 0 07 Sep 2023
Trust your Good Friends: Source-free Domain Adaptation by Reciprocal Neighborhood Clustering Shiqi Yang Yaxing Wang Joost van de Weijer Luis Herranz Shangling Jui Jian Yang TTA 30 11 0 01 Sep 2023
Face Presentation Attack Detection by Excavating Causal Clues and Adapting Embedding Statistics Meiling Fang Naser Damer CVBM 32 4 0 28 Aug 2023
FoX: Formation-aware exploration in multi-agent reinforcement learning Yonghyeon Jo Sunwoo Lee Junghyuk Yum Seungyul Han 35 5 0 22 Aug 2023
GeT: Generative Target Structure Debiasing for Domain Adaptation Can Zhang G. Lee DiffM 36 2 0 20 Aug 2023
AFN: Adaptive Fusion Normalization via an Encoder-Decoder Framework Zikai Zhou Shuo Zhang Ziruo Wang Huanran Chen AI4CE 27 3 0 07 Aug 2023
Elucidate Gender Fairness in Singing Voice Transcription Xiangming Gu Weizhen Zeng Ye Wang 27 3 0 05 Aug 2023
From Fake to Hyperpartisan News Detection Using Domain Adaptation Razvan-Alexandru Smadu Sebastian-Vasile Echim Dumitru-Clementin Cercel Iuliana Marin Florin-Catalin Pop 29 3 0 04 Aug 2023
Multi-modal Learning with Missing Modality via Shared-Specific Feature Modelling Hu Wang Yuanhong Chen Congbo Ma Jodie Avery Louise Hull G. Carneiro 28 80 0 26 Jul 2023
Transfer Learning for Portfolio Optimization Haoyang Cao Haotian Gu Xin Guo M. Rosenbaum 29 0 0 25 Jul 2023
Domain Adaptation based Object Detection for Autonomous Driving in Foggy and Rainy Weather Jinlong Li Runsheng Xu Xinyu Liu Jin Ma Baolu Li Q. Zou Jiaqi Ma Hongkai Yu 32 7 0 18 Jul 2023
Alioth: A Machine Learning Based Interference-Aware Performance Monitor for Multi-Tenancy Applications in Public Cloud Tianyao Shi Yingxuan Yang Yunlong Cheng Xiaofeng Gao Zhen Fang Yongqiang Yang 18 1 0 18 Jul 2023
Causality-oriented robustness: exploiting general noise interventions Xinwei Shen Peter Buhlmann Armeen Taeb OOD 67 8 0 18 Jul 2023
Universal Semi-supervised Model Adaptation via Collaborative Consistency Training Zizheng Yan Yushuang Wu Yipeng Qin Xiaoguang Han Shuguang Cui Guanbin Li 41 1 0 07 Jul 2023
Smart filter aided domain adversarial neural network for fault diagnosis in noisy industrial scenarios Baorui Dai Gaëtan Frusque Tianfu Li Qi Li Olga Fink AI4CE 30 0 0 04 Jul 2023
SAM-DA: UAV Tracks Anything at Night with SAM-Powered Domain Adaptation Changhong Fu L. Yao Haobo Zuo Guang-Zheng Zheng Jia Pan 42 15 0 03 Jul 2023
Partial Identifiability for Domain Adaptation Lingjing Kong Shaoan Xie Weiran Yao Yujia Zheng Guan-Hong Chen P. Stojanov Victor Akinwande Kun Zhang 53 9 0 10 Jun 2023
Rec4Ad: A Free Lunch to Mitigate Sample Selection Bias for Ads CTR Prediction in Taobao Jingyue Gao Shuguang Han Ziru Xu Siran Yang Yuning Jiang Jian Xu Bo Zheng 40 11 0 06 Jun 2023
FACT: Federated Adversarial Cross Training Stefan Schrod Jonas Lippl Andreas Schäfer Michael Altenbuchinger FedML HILM 21 3 0 01 Jun 2023
Overcoming Language Bias in Remote Sensing Visual Question Answering via Adversarial Training Zhenghang Yuan Lichao Mou Xiao Xiang Zhu 22 2 0 01 Jun 2023
Cross-Domain Car Detection Model with Integrated Convolutional Block Attention Mechanism Haoxuan Xu Songning Lai Xianyang Li Y. Yang ViT 23 15 0 31 May 2023
A Survey of Label-Efficient Deep Learning for 3D Point Clouds Aoran Xiao Xiaoqin Zhang Ling Shao Shijian Lu 3DPC 43 18 0 31 May 2023
Multi-source adversarial transfer learning based on similar source domains with local features Yifu Zhang Hongru Li Shimeng Shi Youqi Li Jiansong Zhang 19 2 0 30 May 2023
Can We Evaluate Domain Adaptation Models Without Target-Domain Labels? Jianfei Yang Hanjie Qian Yuecong Xu Kai Wang Lihua Xie 41 9 0 30 May 2023
Feature-aligned N-BEATS with Sinkhorn divergence Joon-Young Lee Myeongho Jeon Myung-joo Kang Kyung-soon Park AI4TS 32 0 0 24 May 2023
Adaptive Face Recognition Using Adversarial Information Network Mei Wang Weihong Deng OOD CVBM 19 5 0 23 May 2023
POEM: Polarization of Embeddings for Domain-Invariant Representations Sang-Yeong Jo Sung Whan Yoon 19 8 0 22 May 2023
Unsupervised Sentence Representation Learning with Frequency-induced Adversarial Tuning and Incomplete Sentence Filtering Bing Wang Ximing Li Zhiyao Yang Yuanyuan Guan Jiayin Li Sheng-sheng Wang 35 6 0 15 May 2023
Joint Multi-scale Cross-lingual Speaking Style Transfer with Bidirectional Attention Mechanism for Automatic Dubbing Jingbei Li Sipan Li Ping Chen Lu Zhang Yi Meng Zhiyong Wu Helen Meng Qiao Tian Yuping Wang Yuxuan Wang 40 3 0 09 May 2023
Adapt and Align to Improve Zero-Shot Sketch-Based Image Retrieval Shiyin Dong Mingrui Zhu N. Wang Xinbo Gao VLM 29 3 0 09 May 2023
Localization using Multi-Focal Spatial Attention for Masked Face Recognition Samrudhdhi B. Rangrej Hanbyel Cho H. Hong James J. Clark Dongmin Cho JungWoo Chang Junmo Kim CVBM 28 1 0 03 May 2023
EvoluNet: Advancing Dynamic Non-IID Transfer Learning on Graphs Haohui Wang Yuzhen Mao Yujun Yan Yaoqing Yang Jianhui Sun ... Si Zhang Alison Hu Edward Bowen Tyler Cody Dawei Zhou 49 2 0 01 May 2023
Out-of-distribution Evidence-aware Fake News Detection via Dual Adversarial Debiasing Qiang Liu Jun Wu Shu Wu Liang Wang OODD CML 27 11 0 25 Apr 2023
FAN-Net: Fourier-Based Adaptive Normalization For Cross-Domain Stroke Lesion Segmentation Weiyi Yu Yiming Lei Hongming Shan OOD MedIm 11 4 0 23 Apr 2023
Towards Realizing the Value of Labeled Target Samples: a Two-Stage Approach for Semi-Supervised Domain Adaptation Mengqun Jin Kai Li Shuyan Li Chunming He Xiu Li 32 1 0 21 Apr 2023
Semi-supervised Learning of Pushforwards For Domain Translation & Adaptation N. Panda Natalie Klein Dominic Yang P. Gasda Diane Oyen 32 1 0 18 Apr 2023
Tailored Multi-Organ Segmentation with Model Adaptation and Ensemble Jiahua Dong Guohua Cheng Yue Zhang Chengtao Peng Yu Song Ruofeng Tong Lanfen Lin Yen-Wei Chen 32 0 0 14 Apr 2023