Empowering Source-Free Domain Adaptation with MLLM-driven Curriculum Learning May 28, 2024 Domain Adaptation Instruction Following
Code Code Available Simplex Clustering via sBeta with Applications to Online Adjustment of Black-Box Predictions Jul 30, 2022 Clustering Descriptive
Code Code Available Unsupervised Domain Expansion for Visual Categorization Apr 1, 2021 Domain Adaptation Knowledge Distillation
Code Code Available Open Set Domain Adaptation by Backpropagation Apr 27, 2018 Domain Adaptation
Code Code Available ADAS: A Direct Adaptation Strategy for Multi-Target Domain Adaptive Semantic Segmentation Mar 14, 2022 Attribute Domain Adaptation
Code Code Available Simplifying Open-Set Video Domain Adaptation with Contrastive Learning Jan 9, 2023 Action Recognition Contrastive Learning
Code Code Available Open Set Domain Adaptation for Image and Action Recognition Jul 30, 2019 Action Recognition 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 Open Set Domain Adaptation: Theoretical Bound and Algorithm Jul 19, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Cross-domain Multi-modal Few-shot Object Detection via Rich Text Mar 24, 2024 Cross-Domain Few-Shot Domain Adaptation
Code Code Available Bridging Adversarial and Statistical Domain Transfer via Spectral Adaptation Networks Feb 25, 2021 Domain Adaptation
Code Code Available Bridge then Begin Anew: Generating Target-relevant Intermediate Model for Source-free Visual Emotion Adaptation Dec 18, 2024 Domain Adaptation Emotion Recognition
Code Code Available Towards Improved Proxy-based Deep Metric Learning via Data-Augmented Domain Adaptation Jan 1, 2024 Domain Adaptation Metric Learning
Code Code Available Open-Set Face Recognition with Maximal Entropy and Objectosphere Loss Nov 1, 2023 Domain Adaptation Face Recognition
Code Code Available Open-Set Heterogeneous Domain Adaptation: Theoretical Analysis and Algorithm Dec 17, 2024 Domain Adaptation Representation Learning
Code Code Available Bridge-Based Active Domain Adaptation for Aspect Term Extraction Aug 1, 2021 Domain Adaptation Term Extraction
Code Code Available Cross-Domain Identification for Thermal-to-Visible Face Recognition Aug 19, 2020 Domain Adaptation Face Recognition
Code Code Available DIRA: Dynamic Domain Incremental Regularised Adaptation Apr 30, 2022 Domain Adaptation image-classification
Code Code Available Cross-Domain Grouping and Alignment for Domain Adaptive Semantic Segmentation Dec 15, 2020 Clustering Domain Adaptation
Code Code Available Sim-to-Real Domain Adaptation for Deformation Classification Jul 13, 2024 Classification Domain Adaptation
Code Code Available Unsupervised Domain Adaptation Based on the Predictive Uncertainty of Models Nov 16, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Contradictory Structure Learning for Semi-supervised Domain Adaptation Feb 6, 2020 Clustering Domain Adaptation
Code Code Available Cross-Domain Evaluation of a Deep Learning-Based Type Inference System Aug 19, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Cross-domain error minimization for unsupervised domain adaptation Jun 29, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Towards Learning Transferable Conversational Skills using Multi-dimensional Dialogue Modelling Mar 31, 2018 Dialogue Management Domain Adaptation
Code Code Available Towards Low-Cost and Efficient Malaria Detection Nov 26, 2021 Diagnostic Domain Adaptation
Code Code Available Optimal Transport and Adaptive Thresholding for Universal Domain Adaptation on Time Series Mar 14, 2025 Domain Adaptation Time Series
Code Code Available Optimal Transport as a Defense Against Adversarial Attacks Feb 5, 2021 Adversarial Robustness Domain Adaptation
Code Code Available A Robust Learning Approach to Domain Adaptive Object Detection Apr 4, 2019 Domain Adaptation Object
Code Code Available Cross-Domain Distribution Alignment for Segmentation of Private Unannotated 3D Medical Images Oct 11, 2024 Domain Adaptation Image Segmentation
Code Code Available Optimal Transport for Domain Adaptation through Gaussian Mixture Models Mar 18, 2024 Domain Adaptation
Code Code Available Optimal Transport for Multi-source Domain Adaptation under Target Shift Mar 13, 2018 Domain Adaptation Image Segmentation
Code Code Available Simulations of Common Unsupervised Domain Adaptation Algorithms for Image Classification Feb 15, 2025 Domain Adaptation image-classification
Code Code Available Boundary and Entropy-driven Adversarial Learning for Fundus Image Segmentation Jun 26, 2019 Domain Adaptation Image Segmentation
Code Code Available Optimizing Black-box Metrics with Iterative Example Weighting Feb 18, 2021 Domain Adaptation General Classification
Code Code Available Optimizing Mario Adventures in a Constrained Environment Dec 14, 2023 Domain Adaptation Transfer Learning
Code Code Available Embedding Transfer for Low-Resource Medical Named Entity Recognition: A Case Study on Patient Mobility Jun 7, 2018 Domain Adaptation Medical Named Entity Recognition
Code Code Available Towards Novel Target Discovery Through Open-Set Domain Adaptation May 6, 2021 Attribute Domain Adaptation
Code Code Available BotTrans: A Multi-Source Graph Domain Adaptation Approach for Social Bot Detection Jun 12, 2025 Domain Adaptation GRAPH DOMAIN ADAPTATION
Code Code Available ORBIT: Cost-Effective Dataset Curation for Large Language Model Domain Adaptation with an Astronomy Case Study Dec 19, 2024 Astronomy Domain Adaptation
Code Code Available Order-preserving Consistency Regularization for Domain Adaptation and Generalization Sep 23, 2023 Data Augmentation Domain Adaptation
Code Code Available Orthogonal Statistical Learning Jan 25, 2019 Domain Adaptation parameter estimation
Code Code Available Towards Open Domain Event Trigger Identification using Adversarial Domain Adaptation May 22, 2020 Domain Adaptation
Code Code Available Simultaneous Deep Transfer Across Domains and Tasks Oct 8, 2015 Domain Adaptation
Code Code Available Embedding neurophysiological signals Oct 25, 2022 Brain Computer Interface Domain Adaptation
Code Code Available Cross-Domain Correlation Distillation for Unsupervised Domain Adaptation in Nighttime Semantic Segmentation May 2, 2022 Autonomous Driving Domain Adaptation
Code Code Available Universal Semi-Supervised Learning for Medical Image Classification Apr 8, 2023 Classification Domain Adaptation
Code Code Available Cross-domain Contrastive Learning for Unsupervised Domain Adaptation Jun 10, 2021 Clustering Contrastive Learning
Code Code Available Asymmetric Tri-training for Debiasing Missing-Not-At-Random Explicit Feedback Sep 8, 2019 Domain Adaptation Meta-Learning
Code Code Available Unsupervised Domain Generalization for Person Re-identification: A Domain-specific Adaptive Framework Nov 30, 2021 Domain Adaptation Domain Generalization
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