Few-shot Image Generation with Diffusion Models Nov 7, 2022 Denoising Diversity
Code Code Available Deep Defocus Map Estimation Using Domain Adaptation Jun 1, 2019 Deblurring Defocus Estimation
Code Code Available Camera-Tracklet-Aware Contrastive Learning for Unsupervised Vehicle Re-Identification Sep 14, 2021 Contrastive Learning Domain Adaptation
Code Code Available Few-shot Hybrid Domain Adaptation of Image Generators Oct 30, 2023 Domain Adaptation Semantic Similarity
Code Code Available Weakly-supervised Caricature Face Parsing through Domain Adaptation May 13, 2019 Attribute Caricature
Code Code Available Asymmetric Tri-training for Unsupervised Domain Adaptation Feb 27, 2017 Domain Adaptation Sentiment Analysis
Code Code Available Deep Cocktail Network: Multi-source Unsupervised Domain Adaptation with Category Shift Mar 2, 2018 Domain Adaptation Multi-Source Unsupervised Domain Adaptation
Code Code Available De-Confusing Pseudo-Labels in Source-Free Domain Adaptation Jan 3, 2024 Domain Adaptation Source-Free Domain Adaptation
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 DeCAF: A Deep Convolutional Activation Feature for Generic Visual Recognition Oct 6, 2013 Clustering Domain Adaptation
Code Code Available Universal Domain Adaptation for Robust Handling of Distributional Shifts in NLP Oct 23, 2023 Domain Adaptation Universal Domain Adaptation
Code Code Available Multinomial Adversarial Networks for Multi-Domain Text Classification Feb 15, 2018 Classification Cross-Domain Text Classification
Code Code Available Self-supervised Domain Adaptation for Computer Vision Tasks Jul 25, 2019 Domain Adaptation Object Recognition
Code Code Available Camera Alignment and Weighted Contrastive Learning for Domain Adaptation in Video Person ReID Nov 7, 2022 Clustering Contrastive Learning
Code Code Available Calibration of Network Confidence for Unsupervised Domain Adaptation Using Estimated Accuracy Sep 6, 2024 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Universal Domain Adaptation for Semantic Segmentation Jan 1, 2025 Domain Adaptation Pseudo Label
Code Code Available Asymmetric Co-Training for Source-Free Few-Shot Domain Adaptation Feb 20, 2025 Domain Adaptation Transfer Learning
Code Code Available XQA-DST: Multi-Domain and Multi-Lingual Dialogue State Tracking Apr 12, 2022 Cross-Lingual Transfer Dialogue State Tracking
Code Code Available Multiple Classifiers Based Maximum Classifier Discrepancy for Unsupervised Domain Adaptation Aug 2, 2021 Domain Adaptation image-classification
Code Code Available DDFP: Data-dependent Frequency Prompt for Source Free Domain Adaptation of Medical Image Segmentation May 15, 2025 Domain Adaptation Image Segmentation
Code Code Available Few-Shot Domain Adaptation for Named-Entity Recognition via Joint Constrained k-Means and Subspace Selection Nov 30, 2024 Domain Adaptation few-shot-ner
Code Code Available A Study of Residual Adapters for Multi-Domain Neural Machine Translation Nov 1, 2020 Domain Adaptation Machine Translation
Code Code Available 1st Place Solution for ECCV 2022 OOD-CV Challenge Object Detection Track Jan 12, 2023 Domain Adaptation Domain Generalization
Code Code Available Multiple-Source Domain Adaptation via Coordinated Domain Encoders and Paired Classifiers Jan 28, 2022 Cross-Domain Text Classification Domain Adaptation
Code Code Available Multiple Source Domain Adaptation with Adversarial Training of Neural Networks May 26, 2017 Domain Adaptation Sentiment Analysis
Code Code Available DCAST: Diverse Class-Aware Self-Training Mitigates Selection Bias for Fairer Learning Sep 30, 2024 Diversity Domain Adaptation
Code Code Available A Strategy for Label Alignment in Deep Neural Networks Oct 7, 2024 Domain Adaptation regression
Code Code Available Multi-Prompt Alignment for Multi-Source Unsupervised Domain Adaptation Sep 30, 2022 Domain Adaptation Multi-Source Unsupervised Domain Adaptation
Code Code Available DAWN: Domain-Adaptive Weakly Supervised Nuclei Segmentation via Cross-Task Interactions Apr 23, 2024 Domain Adaptation Pseudo Label
Code Code Available Unsupervised Domain Adaptation with Progressive Adaptation of Subspaces Sep 1, 2020 Domain Adaptation Partial Domain Adaptation
Code Code Available Few-Shot Adaptation of Pre-Trained Networks for Domain Shift May 30, 2022 Domain Adaptation domain classification
Code Code Available FewRel 2.0: Towards More Challenging Few-Shot Relation Classification Oct 16, 2019 Classification Domain Adaptation
Code Code Available Weakly-Supervised Cross-Domain Segmentation of Electron Microscopy with Sparse Point Annotation Mar 31, 2024 Domain Adaptation Pseudo Label
Code Code Available Universal Semi-Supervised Domain Adaptation by Mitigating Common-Class Bias Mar 17, 2024 Domain Adaptation Pseudo Label
Code Code Available Few-Max: Few-Shot Domain Adaptation for Unsupervised Contrastive Representation Learning Jun 21, 2022 Contrastive Learning Domain Adaptation
Code Code Available Self-Supervised Multi-Category Counting Networks for Automatic Check-Out Apr 5, 2022 Domain Adaptation
Code Code Available FedStein: Enhancing Multi-Domain Federated Learning Through James-Stein Estimator Oct 4, 2024 Domain Adaptation Domain Generalization
Code Code Available There Are Many Consistent Explanations of Unlabeled Data: Why You Should Average Jun 14, 2018 Domain Adaptation Semi-Supervised Image Classification
Code Code Available DATE: Domain Adaptive Product Seeker for E-commerce Apr 7, 2023 Domain Adaptation Retrieval
Code Code Available Principled Federated Domain Adaptation: Gradient Projection and Auto-Weighting Feb 10, 2023 Domain Adaptation Federated Learning
Code Code Available The Representation Jensen-Shannon Divergence May 25, 2023 Domain Adaptation Two-sample testing
Code Code Available U-vectors: Generating clusterable speaker embedding from unlabeled data Feb 7, 2021 Domain Adaptation Speaker Recognition
Code Code Available Feature-Critic Networks for Heterogeneous Domain Generalization Jan 31, 2019 Domain Adaptation Domain Generalization
Code Code Available Multi-source Distilling Domain Adaptation Nov 22, 2019 Domain Adaptation Multi-Source Unsupervised Domain Adaptation
Code Code Available Multi-Source Domain Adaptation and Semi-Supervised Domain Adaptation with Focus on Visual Domain Adaptation Challenge 2019 Oct 8, 2019 Domain Adaptation Self-Learning
Code Code Available Feature Distribution Matching for Federated Domain Generalization Mar 22, 2022 Domain Adaptation Domain Generalization
Code Code Available Benchmarking Domain Adaptation for Chemical Processes on the Tennessee Eastman Process Aug 22, 2023 Benchmarking Domain Adaptation
Code Code Available Data Valuation using Reinforcement Learning Sep 25, 2019 Data Valuation 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 Multi-source Domain Adaptation for Panoramic Semantic Segmentation Aug 29, 2024 Domain Adaptation Segmentation
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