Unsupervised Domain Adaptation by Backpropagation

26 September 2014

Papers citing "Unsupervised Domain Adaptation by Backpropagation"

50 / 1,052 papers shown

Title
Enhancing Domain Adaptation through Prompt Gradient Alignment Hoang Phan Lam C. Tran Quyen Tran Trung Le 52 0 0 13 Jun 2024
Causality-inspired Latent Feature Augmentation for Single Domain Generalization Jian Xu Chaojie Ji Yankai Cao Ye Li Ruxin Wang OOD 29 0 0 10 Jun 2024
Towards Federated Domain Unlearning: Verification Methodologies and Challenges Kahou Tam Kewei Xu Li Li Huazhu Fu MU 43 1 0 05 Jun 2024
Proxy Denoising for Source-Free Domain Adaptation Song Tang Wenxin Su Mao Ye Jianwei Zhang Xiatian Zhu Xiatian Zhu 70 1 0 03 Jun 2024
Towards a General Time Series Anomaly Detector with Adaptive Bottlenecks and Dual Adversarial Decoders Qichao Shentu Beibu Li Kai Zhao Yang Shu Zhongwen Rao Lujia Pan Bin Yang Chenjuan Guo AI4TS 53 5 0 24 May 2024
Overcoming Data and Model Heterogeneities in Decentralized Federated Learning via Synthetic Anchors Chun-Yin Huang Kartik Srinivas Xin Zhang Xiaoxiao Li DD 62 6 0 19 May 2024
Diffusion Model Driven Test-Time Image Adaptation for Robust Skin Lesion Classification Ming Hu Siyuan Yan Peng Xia Feilong Tang Wenxue Li Peibo Duan Lin Zhang Zongyuan Ge MedIm 41 2 0 18 May 2024
ADLDA: A Method to Reduce the Harm of Data Distribution Shift in Data Augmentation Haonan Wang 46 0 0 11 May 2024
PhysMLE: Generalizable and Priors-Inclusive Multi-task Remote Physiological Measurement Jiyao Wang Hao Lu Ange Wang Xiao Yang Ying-Cong Chen Dengbo He Kaishun Wu 33 3 0 10 May 2024
HistNERo: Historical Named Entity Recognition for the Romanian Language Andrei-Marius Avram Andreea Iuga George-Vlad Manolache Vlad-Cristian Matei Ruazvan-Gabriel Micliucs ... Manuel-Petru Sorlescu Dragocs-Andrei cSerban Adrian-Dinu Urse Vasile Puaics Dumitru-Clementin Cercel 35 2 0 30 Apr 2024
M3BAT: Unsupervised Domain Adaptation for Multimodal Mobile Sensing with Multi-Branch Adversarial Training L. Meegahapola Hamza Hassoune D. Gática-Pérez 40 9 0 26 Apr 2024
Domain adaptive pose estimation via multi-level alignment Yugan Chen Lin Zhao Yalong Xu Honglei Zu Xiaoqi An Guangyu Li OOD 25 0 0 23 Apr 2024
Utilizing Graph Generation for Enhanced Domain Adaptive Object Detection Mu Wang 52 0 0 23 Apr 2024
A Weight-aware-based Multi-source Unsupervised Domain Adaptation Method for Human Motion Intention Recognition Xiao-Yin Liu Guo-Tao Li Xiao-Hu Zhou Xu Liang Zeng-Guang Hou 75 0 0 19 Apr 2024
DACAD: Domain Adaptation Contrastive Learning for Anomaly Detection in Multivariate Time Series Zahra Zamanzadeh Darban Yiyuan Yang Geoffrey I. Webb Charu C. Aggarwal Qingsong Wen Xiaojun Jia Mahsa Salehi 60 0 0 17 Apr 2024
Class Similarity Transition: Decoupling Class Similarities and Imbalance from Generalized Few-shot Segmentation Shihong Wang Ruixun Liu Kaiyu Li Jiawei Jiang Xiangyong Cao 35 2 0 08 Apr 2024
SENSOR: Imitate Third-Person Expert's Behaviors via Active Sensoring Kaichen Huang Minghao Shao Shenghua Wan Hai-Hang Sun Shuai Feng Le Gan De-Chuan Zhan 40 0 0 04 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 62 10 0 31 Mar 2024
Sim2Real in Reconstructive Spectroscopy: Deep Learning with Augmented Device-Informed Data Simulation Jiyi Chen Pengyu Li Yutong Wang Pei-Cheng Ku Qing Qu 35 3 0 19 Mar 2024
Align and Distill: Unifying and Improving Domain Adaptive Object Detection Justin Kay T. Haucke Suzanne Stathatos Siqi Deng Erik Young Pietro Perona Sara Beery Grant Van Horn 59 4 0 18 Mar 2024
SF(DA) $^2$ : Source-free Domain Adaptation Through the Lens of Data Augmentation Uiwon Hwang Jonghyun Lee Juhyeon Shin Sungroh Yoon 39 10 0 16 Mar 2024
Attention-based Class-Conditioned Alignment for Multi-Source Domain Adaptation of Object Detectors Atif Belal Akhil Meethal Francisco Perdigon Romero M. Pedersoli Eric Granger 48 1 0 14 Mar 2024
Domain-Agnostic Mutual Prompting for Unsupervised Domain Adaptation Zhekai Du Xinyao Li Fengling Li Ke Lu Lei Zhu Jingjing Li 45 16 0 05 Mar 2024
DDF: A Novel Dual-Domain Image Fusion Strategy for Remote Sensing Image Semantic Segmentation with Unsupervised Domain Adaptation Lingyan Ran Lushuang Wang Tao Zhuo Yinghui Xing 55 5 0 05 Mar 2024
Disentangling representations of retinal images with generative models Sarah Muller Lisa M. Koch Hendrik P. A. Lensch Philipp Berens MedIm 34 3 0 29 Feb 2024
Daisy-TTS: Simulating Wider Spectrum of Emotions via Prosody Embedding Decomposition Rendi Chevi Alham Fikri Aji 32 2 0 22 Feb 2024
Multi-source-free Domain Adaptation via Uncertainty-aware Adaptive Distillation Yaxuan Song Jianan Fan Dongnan Liu Weidong Cai 23 0 0 09 Feb 2024
A Concept for Reconstructing Stucco Statues from historic Sketches using synthetic Data only Thomas Pollabauer J. Kühn 36 1 0 08 Feb 2024
Detection and Pose Estimation of flat, Texture-less Industry Objects on HoloLens using synthetic Training Thomas Pollabauer Fabian Rücker Andreas Franek Felix Gorschlüter 27 0 0 07 Feb 2024
LEVI: Generalizable Fine-tuning via Layer-wise Ensemble of Different Views Yuji Roh Qingyun Liu Huan Gui Zhe Yuan Yujin Tang ... Liang Liu Shuchao Bi Lichan Hong Ed H. Chi Zhe Zhao 48 1 0 07 Feb 2024
Progressive Conservative Adaptation for Evolving Target Domains Gangming Zhao Chaoqi Chen Wenhao He Changzai Pan Chaowei Fang Jinpeng Li Xilin Chen Yizhou Yu CLL 33 0 0 07 Feb 2024
Domain Adaptation of Multilingual Semantic Search -- Literature Review Anna Bringmann Anastasia Zhukova VLM 43 0 0 05 Feb 2024
Source-Free Unsupervised Domain Adaptation with Hypothesis Consolidation of Prediction Rationale Yangyang Shu Xiaofeng Cao Qi Chen Bowen Zhang Ziqin Zhou Anton Van Den Hengel Lingqiao Liu 37 0 0 02 Feb 2024
How Useful is Continued Pre-Training for Generative Unsupervised Domain Adaptation? Rheeya Uppaal Yixuan Li Junjie Hu 40 5 0 31 Jan 2024
CNG-SFDA: Clean-and-Noisy Region Guided Online-Offline Source-Free Domain Adaptation Hyeonwoo Cho Chanmin Park Donghee Kim Jinyoung Kim Won Hwa Kim TTA 33 0 0 26 Jan 2024
BlenDA: Domain Adaptive Object Detection through diffusion-based blending Tzuhsuan Huang Chen-Che Huang Chung-Hao Ku Jun-Cheng Chen 38 5 0 18 Jan 2024
Towards Improved Proxy-based Deep Metric Learning via Data-Augmented Domain Adaptation Li Ren Chen Chen Liqiang Wang Kien Hua 46 7 0 01 Jan 2024
Revisiting Knowledge Distillation under Distribution Shift Songming Zhang Ziyu Lyu Xiaofeng Chen 32 1 0 25 Dec 2023
MARS: Multi-Scale Adaptive Robotics Vision for Underwater Object Detection and Domain Generalization L. Saad Saoud Lakmal D. Seneviratne Irfan Hussain 24 0 0 23 Dec 2023
Domain Similarity-Perceived Label Assignment for Domain Generalized Underwater Object Detection Xisheng Li Wei Li Pinhao Song Mingjun Zhang Jie-Gui Zhou 29 0 0 20 Dec 2023
SADA: Semantic adversarial unsupervised domain adaptation for Temporal Action Localization David Pujol-Perich Albert Clapés Sergio Escalera 39 0 0 20 Dec 2023
Continual-MAE: Adaptive Distribution Masked Autoencoders for Continual Test-Time Adaptation Jiaming Liu Ran Xu Senqiao Yang Renrui Zhang Qizhe Zhang Zehui Chen Yandong Guo Shanghang Zhang TTA 35 10 0 19 Dec 2023
DomainForensics: Exposing Face Forgery across Domains via Bi-directional Adaptation Qingxuan Lv Yuezun Li Junyu Dong Sheng Chen Hui Yu Huiyu Zhou Shu Zhang AAML 32 4 0 17 Dec 2023
Generalizable Sleep Staging via Multi-Level Domain Alignment Jiquan Wang Sha Zhao Haiteng Jiang Shijian Li Tao Li Gang Pan 50 9 0 13 Dec 2023
ADOD: Adaptive Domain-Aware Object Detection with Residual Attention for Underwater Environments L. Saad Saoud Zhenwei Niu Atif Sultan Lakmal D. Seneviratne Irfan Hussain 29 2 0 11 Dec 2023
Invariant Representation via Decoupling Style and Spurious Features from Images Ruimeng Li Yuanhao Pu Zhaoyi Li Hong Xie Defu Lian OOD 25 1 0 11 Dec 2023
Domain Invariant Representation Learning and Sleep Dynamics Modeling for Automatic Sleep Staging Seungyeon Lee Thai-Hoang Pham Zhao Cheng Ping Zhang 36 0 0 06 Dec 2023
Removing Biases from Molecular Representations via Information Maximization Chenyu Wang Sharut Gupta Caroline Uhler Tommi Jaakkola 32 4 0 01 Dec 2023
Overcoming Label Noise for Source-free Unsupervised Video Domain Adaptation A. Dasgupta C. V. Jawahar Karteek Alahari TTA VLM 26 10 0 30 Nov 2023
C-SAW: Self-Supervised Prompt Learning for Image Generalization in Remote Sensing Avigyan Bhattacharya Mainak Singha Ankit Jha Biplab Banerjee SSL VLM 30 6 0 27 Nov 2023