From Galaxy Zoo DECaLS to BASS/MzLS: detailed galaxy morphology classification with unsupervised domain adaption Dec 20, 2024 Domain Adaptation Morphology classification
Code Code Available Towards Effective Instance Discrimination Contrastive Loss for Unsupervised Domain Adaptation Jan 1, 2023 Domain Adaptation Self-Supervised Learning
Code Code Available Unsupervised domain adaptation for medical imaging segmentation with self-ensembling Nov 14, 2018 Domain Adaptation Medical Image Segmentation
Code Code Available Truly Generalizable Radiograph Segmentation with Conditional Domain Adaptation Jan 16, 2019 Domain Adaptation General Classification
Code Code Available FreSaDa: A French Satire Data Set for Cross-Domain Satire Detection Apr 10, 2021 Articles Domain Adaptation
Code Code Available Prototypical Contrast Adaptation for Domain Adaptive Semantic Segmentation Jul 14, 2022 Contrastive Learning Domain Adaptation
Code Code Available FreqAlign: Excavating Perception-oriented Transferability for Blind Image Quality Assessment from A Frequency Perspective Sep 29, 2023 Blind Image Quality Assessment Domain Adaptation
Code Code Available Prototypical Distillation and Debiased Tuning for Black-box Unsupervised Domain Adaptation Dec 30, 2024 Domain Adaptation Source-Free Domain Adaptation
Code Code Available FMARS: Annotating Remote Sensing Images for Disaster Management using Foundation Models May 30, 2024 Domain Adaptation Segmentation Of Remote Sensing Imagery
Code Code Available Few-shot Fine-tuning is All You Need for Source-free Domain Adaptation Apr 3, 2023 All Domain Adaptation
Code Code Available Feature Adaptation of Pre-Trained Language Models across Languages and Domains with Robust Self-Training Sep 24, 2020 Domain Adaptation Text Classification
Code Code Available ConDA: Unsupervised Domain Adaptation for LiDAR Segmentation via Regularized Domain Concatenation Nov 30, 2021 Autonomous Driving Domain Adaptation
Code Code Available Pseudolabel guided pixels contrast for domain adaptive semantic segmentation Jan 15, 2025 Contrastive Learning Domain Adaptation
Code Code Available Unsupervised Model Adaptation for Continual Semantic Segmentation Sep 26, 2020 Continual Semantic Segmentation Domain Adaptation
Code Code Available Computational Imaging for Machine Perception: Transferring Semantic Segmentation beyond Aberrations Nov 21, 2022 Domain Adaptation Scene Understanding
Code Code Available AdaTriplet-RA: Domain Matching via Adaptive Triplet and Reinforced Attention for Unsupervised Domain Adaptation Nov 16, 2022 Domain Adaptation Transfer Learning
Code Code Available All about Structure: Adapting Structural Information across Domains for Boosting Semantic Segmentation Mar 26, 2019 All Domain Adaptation
Code Code Available Pseudo Label Refinery for Unsupervised Domain Adaptation on Cross-dataset 3D Object Detection Apr 30, 2024 3D Object Detection Autonomous Driving
Code Code Available Unsupervised Domain Adaptation for Neural Machine Translation with Domain-Aware Feature Embeddings Aug 27, 2019 Domain Adaptation Language Modeling
Code Code Available FACT: Federated Adversarial Cross Training Jun 1, 2023 Domain Adaptation Federated Learning
Code Code Available Beyond Deterministic Translation for Unsupervised Domain Adaptation Feb 15, 2022 Data Augmentation Domain Adaptation
Code Code Available Towards Robust Semantic Segmentation of Accident Scenes via Multi-Source Mixed Sampling and Meta-Learning Mar 19, 2022 Autonomous Vehicles Decoder
Code Code Available AlignFlow: Cycle Consistent Learning from Multiple Domains via Normalizing Flows May 30, 2019 Density Estimation Domain Adaptation
Code Code Available Quantum correlation alignment for unsupervised domain adaptation May 7, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Exploring Object Relation in Mean Teacher for Cross-Domain Detection Apr 25, 2019 Domain Adaptation Relation
Code Code Available Exploring Adversarially Robust Training for Unsupervised Domain Adaptation Feb 18, 2022 Adversarial Defense Adversarial Robustness
Code Code Available Combining inherent knowledge of vision-language models with unsupervised domain adaptation through strong-weak guidance Dec 7, 2023 Domain Adaptation Knowledge Distillation
Code Code Available Balanced joint maximum mean discrepancy for deep transfer learning May 27, 2020 Domain Adaptation Image Classification
Code Code Available EverAdapt: Continuous Adaptation for Dynamic Machine Fault Diagnosis Environments Jul 24, 2024 Domain Adaptation Fault Diagnosis
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 Backprop Induced Feature Weighting for Adversarial Domain Adaptation with Iterative Label Distribution Alignment Jan 1, 2023 Classification Domain Adaptation
Code Code Available EUDA: An Efficient Unsupervised Domain Adaptation via Self-Supervised Vision Transformer Jul 31, 2024 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Hallucinating Agnostic Images to Generalize Across Domains Aug 3, 2018 Domain Adaptation Domain Generalization
Code Code Available Tracking Different Ant Species: An Unsupervised Domain Adaptation Framework and a Dataset for Multi-object Tracking Jan 25, 2023 Domain Adaptation Multi-Object Tracking
Code Code Available Enhanced Cross-Dataset Electroencephalogram-based Emotion Recognition using Unsupervised Domain Adaptation Nov 19, 2024 Domain Adaptation EEG
Code Code Available Asymmetric Co-Teaching for Unsupervised Cross Domain Person Re-Identification Dec 3, 2019 Clustering Miscellaneous
Code Code Available Collaborative and Adversarial Network for Unsupervised Domain Adaptation Jun 1, 2018 Domain Adaptation Unsupervised Domain Adaptation
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 Reducing Domain Gap by Reducing Style Bias Oct 25, 2019 Domain Adaptation Domain Generalization
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 Reducing the Covariate Shift by Mirror Samples in Cross Domain Alignment Oct 13, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning Oct 31, 2019 Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
Code Code Available Empowering Source-Free Domain Adaptation with MLLM-driven Curriculum Learning May 28, 2024 Domain Adaptation Instruction Following
Code Code Available RefRec: Pseudo-labels Refinement via Shape Reconstruction for Unsupervised 3D Domain Adaptation Oct 21, 2021 Domain Adaptation Multi-Task Learning
Code Code Available Regularizing Proxies with Multi-Adversarial Training for Unsupervised Domain-Adaptive Semantic Segmentation Jul 29, 2019 Domain Adaptation Semantic Segmentation
Code Code Available Adaptor: Objective-Centric Adaptation Framework for Language Models Mar 8, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available AVATAR: Adversarial self-superVised domain Adaptation network for TARget domain Apr 28, 2023 Deep Clustering Domain Adaptation
Code Code Available MEnsA: Mix-up Ensemble Average for Unsupervised Multi Target Domain Adaptation on 3D Point Clouds Apr 4, 2023 Autonomous Driving Domain Adaptation
Code Code Available Transferable Normalization: Towards Improving Transferability of Deep Neural Networks Dec 1, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available ReMask: A Robust Information-Masking Approach for Domain Counterfactual Generation May 4, 2023 counterfactual Domain Adaptation
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