Contrastive Domain Adaptation

26 March 2021

Papers citing "Contrastive Domain Adaptation"

26 / 26 papers shown

Title
Bridging Contrastive Learning and Domain Adaptation: Theoretical Perspective and Practical Application Gonzalo Iñaki Quintana Laurence Vancamberg Vincent Jugnon Agnès Desolneux Mathilde Mougeot MedIm 51 1 0 28 Jan 2025
Speech Separation with Pretrained Frontend to Minimize Domain Mismatch Wupeng Wang Zexu Pan Xianrui Li Shuai Wang Hao Li 34 4 0 05 Nov 2024
ToCoAD: Two-Stage Contrastive Learning for Industrial Anomaly Detection Yun Liang Zhiguang Hu Junjie Huang Donglin Di Anyang Su Lei Fan 48 2 0 01 Jul 2024
Gradually Vanishing Gap in Prototypical Network for Unsupervised Domain Adaptation Shanshan Wang Hao Zhou Xun Yang Zhenwei He Meng Wang Xingyi Zhang Meng Wang 34 0 0 28 May 2024
Bayesian Learning-driven Prototypical Contrastive Loss for Class-Incremental Learning N. Raichur Lucas Heublein Tobias Feigl A. Rügamer Christopher Mutschler Felix Ott CLL BDL 73 7 0 17 May 2024
A Self-explaining Neural Architecture for Generalizable Concept Learning Sanchit Sinha Guangzhi Xiong Aidong Zhang 27 1 0 01 May 2024
Pseudo Label Refinery for Unsupervised Domain Adaptation on Cross-dataset 3D Object Detection Zhanwei Zhang Minghao Chen Shuai Xiao Liang Peng Hengjia Li Binbin Lin Ping Li Wenxiao Wang Boxi Wu Deng Cai 3DPC 47 4 0 30 Apr 2024
Unsupervised Contrastive Learning for Robust RF Device Fingerprinting Under Time-Domain Shift Jun Chen Weng-Keen Wong B. Hamdaoui 52 3 0 06 Mar 2024
Test-Time Training for Semantic Segmentation with Output Contrastive Loss Yunlong Zhang Yuxuan Sun Sunyi Zheng Zhongyi Shui Chenglu Zhu Lin Yang VLM 28 3 0 14 Nov 2023
COSTAR: Improved Temporal Counterfactual Estimation with Self-Supervised Learning Chuizheng Meng Yihe Dong Sercan Ö. Arik Yan Liu Tomas Pfister CML AI4TS 23 0 0 01 Nov 2023
Stable and Causal Inference for Discriminative Self-supervised Deep Visual Representations Yuewei Yang Hai Helen Li Yiran Chen CML OOD 24 1 0 16 Aug 2023
Model Pruning Enables Localized and Efficient Federated Learning for Yield Forecasting and Data Sharing An-dong Li Milan Markovic P. Edwards Georgios Leontidis FedML 22 16 0 19 Apr 2023
DeepAstroUDA: Semi-Supervised Universal Domain Adaptation for Cross-Survey Galaxy Morphology Classification and Anomaly Detection A. Ćiprijanović Ashia Lewis K. Pedro Sandeep Madireddy Brian D. Nord G. Perdue Stefan M. Wild 36 14 0 03 Feb 2023
Contrast and Clustering: Learning Neighborhood Pair Representation for Source-free Domain Adaptation Yuqi Chen Xiangbin Zhu Yonggang Li Yingjian Li H. Fang SSL 13 3 0 31 Jan 2023
Contrastive Domain Adaptation for Time-Series via Temporal Mixup Emadeldeen Eldele Mohamed Ragab Zhenghua Chen Min-man Wu C. Kwoh Xiaoli Li AI4TS 24 29 0 03 Dec 2022
Cross-domain Transfer of defect features in technical domains based on partial target data T. Schlagenhauf Tim Scheurenbrand 33 1 0 24 Nov 2022
LLEDA -- Lifelong Self-Supervised Domain Adaptation Mamatha Thota Dewei Yi Georgios Leontidis CLL 63 7 0 12 Nov 2022
FairDisCo: Fairer AI in Dermatology via Disentanglement Contrastive Learning Siyi Du Ben Hers Nourhan Bayasi Ghassan Hamarneh Rafeef Garbi 19 22 0 22 Aug 2022
Hard Negative Sampling Strategies for Contrastive Representation Learning Afrina Tabassum Muntasir Wahed Hoda Eldardiry Ismini Lourentzou SSL 25 24 0 02 Jun 2022
Beyond Separability: Analyzing the Linear Transferability of Contrastive Representations to Related Subpopulations Jeff Z. HaoChen Colin Wei Ananya Kumar Tengyu Ma 28 37 0 06 Apr 2022
Knowledge Sharing via Domain Adaptation in Customs Fraud Detection Sungwon Park Sundong Kim M. Cha 16 8 0 18 Jan 2022
Semi-supervised Domain Adaptive Structure Learning Can Qin Lichen Wang Qianqian Ma Yu Yin Huan Wang Y. Fu TTA 42 20 0 12 Dec 2021
EDLaaS: Fully Homomorphic Encryption Over Neural Network Graphs for Vision and Private Strawberry Yield Forecasting George Onoufriou Marc Hanheide Georgios Leontidis FedML 16 4 0 26 Oct 2021
CALDA: Improving Multi-Source Time Series Domain Adaptation with Contrastive Adversarial Learning Garrett Wilson J. Doppa D. Cook 36 32 0 30 Sep 2021
Cross-domain Contrastive Learning for Unsupervised Domain Adaptation Rui Wang Zuxuan Wu Zejia Weng Jingjing Chen Guo-Jun Qi Yu-Gang Jiang 23 158 0 10 Jun 2021
REGRAD: A Large-Scale Relational Grasp Dataset for Safe and Object-Specific Robotic Grasping in Clutter Hanbo Zhang Deyu Yang Han Wang Binglei Zhao Xuguang Lan Jishiyu Ding Nanning Zheng 41 40 0 29 Apr 2021