Test-time Training for Data-efficient UCDR Aug 19, 2022 Domain Adaptation Image Classification
Code Code Available T-UDA: Temporal Unsupervised Domain Adaptation in Sequential Point Clouds Sep 15, 2023 3D Semantic Segmentation Domain Adaptation
Code Code Available TULUN: Transparent and Adaptable Low-resource Machine Translation May 24, 2025 Domain Adaptation Language Modeling
Code Code Available Learning Transferable Features with Deep Adaptation Networks Feb 10, 2015 Domain Adaptation image-classification
Code Code Available Improving Robustness of Deep Learning Based Knee MRI Segmentation: Mixup and Adversarial Domain Adaptation Aug 12, 2019 Domain Adaptation MRI segmentation
Code Code Available The challenges of temporal alignment on Twitter during crises Apr 17, 2021 Domain Adaptation
Code Code Available A Weight-aware-based Multi-source Unsupervised Domain Adaptation Method for Human Motion Intention Recognition Apr 19, 2024 Domain Adaptation Intent Detection
Code Code Available Learning Unbiased Transferability for Domain Adaptation by Uncertainty Modeling Jun 2, 2022 Domain Adaptation Pseudo Label
Code Code Available Domain Adaptation from Scratch Sep 2, 2022 Active Learning Domain Adaptation
Code Code Available Synchronization is All You Need: Exocentric-to-Egocentric Transfer for Temporal Action Segmentation with Unlabeled Synchronized Video Pairs Dec 5, 2023 Action Segmentation All
Code Code Available ColorMapGAN: Unsupervised Domain Adaptation for Semantic Segmentation Using Color Mapping Generative Adversarial Networks Jul 30, 2019 Domain Adaptation Semantic Segmentation
Code Code Available Improving Pseudo Labels With Intra-Class Similarity for Unsupervised Domain Adaptation Jul 25, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available ReMask: A Robust Information-Masking Approach for Domain Counterfactual Generation May 4, 2023 counterfactual Domain Adaptation
Code Code Available Unsupervised Video Domain Adaptation with Masked Pre-Training and Collaborative Self-Training Dec 5, 2023 Action Recognition Domain Adaptation
Code Code Available A Visual Active Search Framework for Geospatial Exploration Nov 28, 2022 Domain Adaptation
Code Code Available Improving Neural Machine Translation Robustness via Data Augmentation: Beyond Back-Translation Nov 1, 2019 Data Augmentation Diversity
Code Code Available Domain Adaptation from Generated Multi-Weather Images for Unsupervised Maritime Object Classification Jan 26, 2025 Domain Adaptation Object
Code Code Available Collaborative and Adversarial Network for Unsupervised Domain Adaptation Jun 1, 2018 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Learn to Ignore: Domain Adaptation for Multi-Site MRI Analysis Oct 13, 2021 BIG-bench Machine Learning Classification
Code Code Available Domain Adaptation for Underwater Image Enhancement Aug 22, 2021 Domain Adaptation Image Enhancement
Code Code Available Collaborate to Adapt: Source-Free Graph Domain Adaptation via Bi-directional Adaptation Mar 3, 2024 Contrastive Learning Domain Adaptation
Code Code Available Unsupervised Visual Domain Adaptation: A Deep Max-Margin Gaussian Process Approach Feb 23, 2019 Domain Adaptation Gaussian Processes
Code Code Available Minimum Class Confusion for Versatile Domain Adaptation Dec 8, 2019 Domain Adaptation Inductive Bias
Code Code Available AVATAR: Adversarial self-superVised domain Adaptation network for TARget domain Apr 28, 2023 Deep Clustering Domain Adaptation
Code Code Available Less Is More: Domain Adaptation with Lottery Ticket for Reading Comprehension Nov 1, 2021 Domain Adaptation Reading Comprehension
Code Code Available Improving Medical Report Generation with Adapter Tuning and Knowledge Enhancement in Vision-Language Foundation Models Dec 7, 2023 Domain Adaptation Medical Report Generation
Code Code Available A New PAC-Bayesian Perspective on Domain Adaptation Jun 15, 2015 Domain Adaptation
Code Code Available Improving land cover segmentation across satellites using domain adaptation Nov 25, 2019 Domain Adaptation Earth Observation
Code Code Available Domain Adaptation for Structured Output via Discriminative Patch Representations Jan 16, 2019 Domain Adaptation Image-to-Image Translation
Code Code Available Autonomous Cross Domain Adaptation under Extreme Label Scarcity Sep 4, 2022 Clustering Deep Clustering
Code Code Available Rethinking the Role of Pre-Trained Networks in Source-Free Domain Adaptation Dec 15, 2022 Domain Adaptation Representation Learning
Code Code Available Written Term Detection Improves Spoken Term Detection Jul 5, 2024 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Reproducibility of "FDA: Fourier Domain Adaptation forSemantic Segmentation Apr 30, 2021 Domain Adaptation Semantic Segmentation
Code Code Available CodaMal: Contrastive Domain Adaptation for Malaria Detection in Low-Cost Microscopes Feb 16, 2024 Domain Adaptation object-detection
Code Code Available Leveraging Disentangled Representations to Improve Vision-Based Keystroke Inference Attacks Under Low Data Apr 5, 2022 Data Augmentation Domain Adaptation
Code Code Available Visual Representations for Semantic Target Driven Navigation May 15, 2018 Domain Adaptation Visual Navigation
Code Code Available Variational Resampling Based Assessment of Deep Neural Networks under Distribution Shift Jun 7, 2019 Domain Adaptation Domain Generalization
Code Code Available Domain Adaptation for Semantic Segmentation with Maximum Squares Loss Sep 30, 2019 Domain Adaptation Semantic Segmentation
Code Code Available TwitIE: An Open-Source Information Extraction Pipeline for Microblog Text Sep 1, 2013 Domain Adaptation Named Entity Recognition (NER)
Code Code Available What Has Been Overlooked in Contrastive Source-Free Domain Adaptation: Leveraging Source-Informed Latent Augmentation within Neighborhood Context Dec 18, 2024 Continual Learning Contrastive Learning
Code Code Available Automatic Online Multi-Source Domain Adaptation Sep 5, 2021 Denoising Domain Adaptation
Code Code Available Domain Adaptation for Semantic Segmentation via Class-Balanced Self-Training Oct 18, 2018 Domain Adaptation Pseudo Label
Code Code Available Leveraging Segment Anything Model for Source-Free Domain Adaptation via Dual Feature Guided Auto-Prompting May 13, 2025 Domain Adaptation Source-Free Domain Adaptation
Code Code Available COCA: Classifier-Oriented Calibration via Textual Prototype for Source-Free Universal Domain Adaptation Aug 21, 2023 Domain Adaptation Few-Shot Learning
Code Code Available Domain Adaptation for Question Answering via Question Classification Sep 12, 2022 Domain Adaptation General Classification
Code Code Available Improving Generalization Ability for 3D Object Detection by Learning Sparsity-invariant Features Feb 4, 2025 3D Object Detection Autonomous Driving
Code Code Available Two Methods for Domain Adaptation of Bilingual Tasks: Delightfully Simple and Broadly Applicable Jul 1, 2018 Bilingual Lexicon Induction Classification
Code Code Available Unveiling the Unknown: Unleashing the Power of Unknown to Known in Open-Set Source-Free Domain Adaptation Jan 1, 2024 Domain Adaptation Source-Free Domain Adaptation
Code Code Available Leveraging unsupervised data and domain adaptation for deep regression in low-cost sensor calibration Oct 2, 2022 Domain Adaptation regression
Code Code Available Lexically Constrained Decoding for Sequence Generation Using Grid Beam Search Apr 24, 2017 Domain Adaptation Machine Translation
Code Code Available 