FedMM: Saddle Point Optimization for Federated Adversarial Domain Adaptation Oct 16, 2021 Domain Adaptation
Code Code Available FETA: A Benchmark for Few-Sample Task Transfer in Open-Domain Dialogue May 12, 2022 Dialogue Understanding Domain Adaptation
Code Code Available Adversarial Branch Architecture Search for Unsupervised Domain Adaptation Feb 12, 2021 Domain Adaptation Model Selection
Code Code Available Bridging the Domain Gap for Multi-Agent Perception Oct 16, 2022 3D Object Detection Domain Adaptation
Code Code Available FIFO: Learning Fog-invariant Features for Foggy Scene Segmentation Apr 4, 2022 Domain Adaptation Foggy Scene Segmentation
Code Code Available Back to Reality: Weakly-supervised 3D Object Detection with Shape-guided Label Enhancement Mar 10, 2022 3D Object Detection Diversity
Code Code Available Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage Retrieval Apr 18, 2021 BIG-bench Machine Learning Domain Adaptation
Code Code Available Adaptive Boosting for Domain Adaptation: Towards Robust Predictions in Scene Segmentation Mar 29, 2021 Domain Adaptation Scene Segmentation
Code Code Available Fine-tuning large language models for domain adaptation: Exploration of training strategies, scaling, model merging and synergistic capabilities Sep 5, 2024 Domain Adaptation Image Generation
Code Code Available BAH Dataset for Ambivalence/Hesitancy Recognition in Videos for Behavioural Change May 25, 2025 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Collaborating Domain-shared and Target-specific Feature Clustering for Cross-domain 3D Action Recognition Jul 20, 2022 3D Action Recognition Action Recognition
Code Code Available Collaborative Unsupervised Domain Adaptation for Medical Image Diagnosis Nov 17, 2019 Diagnostic Domain Adaptation
Code Code Available Balancing Biases and Preserving Privacy on Balanced Faces in the Wild Mar 16, 2021 Decision Making Domain Adaptation
Code Code Available Balancing Discriminability and Transferability for Source-Free Domain Adaptation Jun 16, 2022 Domain Adaptation Semantic Segmentation
Code Code Available FPL+: Filtered Pseudo Label-based Unsupervised Cross-Modality Adaptation for 3D Medical Image Segmentation Apr 7, 2024 Data Augmentation Domain Adaptation
Code Code Available FreeCOS: Self-Supervised Learning from Fractals and Unlabeled Images for Curvilinear Object Segmentation Jul 14, 2023 Domain Adaptation Self-Supervised Learning
Code Code Available From Synthetic to Real: Unsupervised Domain Adaptation for Animal Pose Estimation Mar 27, 2021 Animal Pose Estimation Domain Adaptation
Code Code Available FSDR: Frequency Space Domain Randomization for Domain Generalization Mar 3, 2021 Domain Adaptation Domain Generalization
Code Code Available A2-LINK: Recognizing Disguised Faces via Active Learning and Adversarial Noise based Inter-Domain Knowledge Jun 1, 2020 Active Learning Domain Adaptation
Code Code Available Bridging the Domain Gaps in Context Representations for k-Nearest Neighbor Neural Machine Translation May 26, 2023 Domain Adaptation Machine Translation
Code Code Available BAPA-Net: Boundary Adaptation and Prototype Alignment for Cross-Domain Semantic Segmentation Jan 1, 2021 Domain Adaptation Segmentation
Code Code Available GearNet: Stepwise Dual Learning for Weakly Supervised Domain Adaptation Jan 16, 2022 Domain Adaptation
Code Code Available Generalizable deep learning for photoplethysmography-based blood pressure estimation -- A Benchmarking Study Feb 26, 2025 Benchmarking Blood pressure estimation
Code Code Available Generalizable Face Landmarking Guided by Conditional Face Warping Apr 18, 2024 Domain Adaptation
Code Code Available Generalization by Adaptation: Diffusion-Based Domain Extension for Domain-Generalized Semantic Segmentation Dec 4, 2023 Diversity Domain Adaptation
Code Code Available Generalization through Memorization: Nearest Neighbor Language Models Nov 1, 2019 Domain Adaptation Language Modeling
Code Code Available Concurrent Subsidiary Supervision for Unsupervised Source-Free Domain Adaptation Jul 27, 2022 Domain Adaptation Source-Free Domain Adaptation
Code Code Available Generalized One-shot Domain Adaptation of Generative Adversarial Networks Sep 8, 2022 Domain Adaptation Generative Adversarial Network
Code Code Available Generalize then Adapt: Source-Free Domain Adaptive Semantic Segmentation Aug 25, 2021 Domain Adaptation Domain Generalization
Code Code Available Generalizing Gaze Estimation with Outlier-guided Collaborative Adaptation Jul 29, 2021 Domain Adaptation Gaze Estimation
Code Code Available Continual Domain Adaptation through Pruning-aided Domain-specific Weight Modulation Apr 15, 2023 Continual Learning Domain Adaptation
Code Code Available Bayes-TrEx: a Bayesian Sampling Approach to Model Transparency by Example Feb 19, 2020 Domain Adaptation
Code Code Available Geometric Dataset Distances via Optimal Transport Feb 7, 2020 Domain Adaptation Meta-Learning
Code Code Available Geometry-Aware Self-Training for Unsupervised Domain Adaptationon Object Point Clouds Aug 20, 2021 Domain Adaptation Point Cloud Classification
Code Code Available CMDA: Cross-Modality Domain Adaptation for Nighttime Semantic Segmentation Jul 29, 2023 Domain Adaptation Segmentation
Code Code Available Cluster-level pseudo-labelling for source-free cross-domain facial expression recognition Oct 11, 2022 Cross-Domain Facial Expression Recognition Domain Adaptation
Code Code Available Unsupervised Domain Adaption Harnessing Vision-Language Pre-training Aug 5, 2024 Domain Adaptation Knowledge Distillation
Code Code Available Good Examples Make A Faster Learner: Simple Demonstration-based Learning for Low-resource NER Oct 16, 2021 Domain Adaptation Few-Shot Text Classification
Code Code Available Behind Every Domain There is a Shift: Adapting Distortion-aware Vision Transformers for Panoramic Semantic Segmentation Jul 25, 2022 Domain Adaptation Pseudo Label
Code Code Available Gradient Distribution Alignment Certificates Better Adversarial Domain Adaptation Jan 1, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Gradual Domain Adaptation: Theory and Algorithms Oct 20, 2023 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Gradually Vanishing Bridge for Adversarial Domain Adaptation Mar 30, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Active Learning for Domain Adaptation: An Energy-Based Approach Dec 2, 2021 Active Learning Domain Adaptation
Code Code Available Bridging Theory and Algorithm for Domain Adaptation Apr 11, 2019 Domain Adaptation Generalization Bounds
Code Code Available Benchmarking Test-Time Adaptation against Distribution Shifts in Image Classification Jul 6, 2023 Benchmarking Domain Adaptation
Code Code Available Graphical Modeling for Multi-Source Domain Adaptation Apr 27, 2021 Domain Adaptation
Code Code Available CMT in TREC-COVID Round 2: Mitigating the Generalization Gaps from Web to Special Domain Search Nov 3, 2020 Domain Adaptation Few-Shot Learning
Code Code Available Bending Reality: Distortion-aware Transformers for Adapting to Panoramic Semantic Segmentation Mar 2, 2022 Domain Adaptation Scene Understanding
Code Code Available A Knowledge Distillation Framework For Enhancing Ear-EEG Based Sleep Staging With Scalp-EEG Data Oct 27, 2022 Domain Adaptation EEG
Code Code Available CLUDA : Contrastive Learning in Unsupervised Domain Adaptation for Semantic Segmentation Aug 27, 2022 Contrastive Learning Domain Adaptation
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