SoMeWeTa: A Part-of-Speech Tagger for German Social Media and Web Texts May 1, 2018 Domain Adaptation Lemmatization
Code Code Available Partial Domain Adaptation without Domain Alignment Aug 29, 2021 Domain Adaptation Partial Domain Adaptation
Code Code Available Cross-domain and Cross-dimension Learning for Image-to-Graph Transformers Mar 11, 2024 Domain Adaptation object-detection
Code Code Available Cross-Domain Adversarial Auto-Encoder Apr 17, 2018 Domain Adaptation Image Generation
Code Code Available Source Class Selection with Label Propagation for Partial Domain Adaptation Sep 1, 2021 Domain Adaptation Partial Domain Adaptation
Code Code Available Partially-Shared Variational Auto-encoders for Unsupervised Domain Adaptation with Target Shift Jan 22, 2020 Domain Adaptation General Classification
Code Code Available Cross-Domain Adaptation of Spoken Language Identification for Related Languages: The Curious Case of Slavic Languages Aug 2, 2020 Diversity Domain Adaptation
Code Code Available Unsupervised Domain Adaptation for Brain Vessel Segmentation through Transwarp Contrastive Learning Feb 23, 2024 Contrastive Learning Domain Adaptation
Code Code Available Source-free Active Domain Adaptation for Diabetic Retinopathy Grading Based on Ultra-wide-field Fundus Image Sep 19, 2023 Computational Efficiency Diabetic Retinopathy Grading
Code Code Available Cross-Dataset Adaptation for Instrument Classification in Cataract Surgery Videos Jul 31, 2023 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Cross-Age and Cross-Site Domain Shift Impacts on Deep Learning-Based White Matter Fiber Estimation in Newborn and Baby Brains Dec 22, 2023 Domain Adaptation
Code Code Available A review of domain adaptation without target labels Jan 16, 2019 Domain Adaptation Domain Generalization
Code Code Available Source-Free Collaborative Domain Adaptation via Multi-Perspective Feature Enrichment for Functional MRI Analysis Aug 24, 2023 Domain Adaptation Representation Learning
Code Code Available Crisis Domain Adaptation Using Sequence-to-sequence Transformers Oct 15, 2021 Domain Adaptation Language Modelling
Code Code Available PathSeqSAM: Sequential Modeling for Pathology Image Segmentation with SAM2 Apr 12, 2025 Domain Adaptation Image Segmentation
Code Code Available CR-COPEC: Causal Rationale of Corporate Performance Changes to Learn from Financial Reports Oct 24, 2023 Decision Making Domain Adaptation
Code Code Available COVID-19 Detection in Chest X-Ray Images using a New Channel Boosted CNN Dec 8, 2020 Domain Adaptation Transfer Learning
Code Code Available Boosting Cross-Domain Speech Recognition with Self-Supervision Jun 20, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Source-Free Domain Adaptation for Question Answering with Masked Self-training Dec 19, 2022 Domain Adaptation Question Answering
Code Code Available A joint model of unpaired data from scRNA-seq and spatial transcriptomics for imputing missing gene expression measurements May 6, 2019 Domain Adaptation Imputation
Code Code Available Unsupervised JPEG Domain Adaptation for Practical Digital Image Forensics Dec 9, 2021 Domain Adaptation Image Forensics
Code Code Available ZoDi: Zero-Shot Domain Adaptation with Diffusion-Based Image Transfer Mar 20, 2024 Domain Adaptation Image Segmentation
Code Code Available Effective Dual-Region Augmentation for Reduced Reliance on Large Amounts of Labeled Data Apr 17, 2025 Data Augmentation Diversity
Code Code Available Are Large Language Models Robust Coreference Resolvers? May 23, 2023 coreference-resolution Coreference Resolution
Code Code Available EEG-DG: A Multi-Source Domain Generalization Framework for Motor Imagery EEG Classification Nov 9, 2023 Brain Computer Interface Classification
Code Code Available Towards Training Music Taggers on Synthetic Data Jul 2, 2024 Domain Adaptation Music Tagging
Code Code Available COVID-19 detection from pulmonary CT scans using a novel EfficientNet with attention mechanism Mar 18, 2024 Computed Tomography (CT) COVID-19 Diagnosis
Code Code Available Echo-aware Adaptation of Sound Event Localization and Detection in Unknown Environments Feb 18, 2022 Domain Adaptation Sound Event Localization and Detection
Code Code Available ECAP: Extensive Cut-and-Paste Augmentation for Unsupervised Domain Adaptive Semantic Segmentation Mar 6, 2024 Data Augmentation Domain Adaptation
Code Code Available Source-Free Domain Adaptation Guided by Vision and Vision-Language Pre-Training May 5, 2024 Domain Adaptation Language Modelling
Code Code Available Personality Analysis from Online Short Video Platforms with Multi-domain Adaptation Oct 26, 2024 Domain Adaptation Recommendation Systems
Code Code Available Source-Free Domain Adaptation for SSVEP-based Brain-Computer Interfaces May 27, 2023 Brain Computer Interface Domain Adaptation
Code Code Available Source-Free Domain Adaptation of Weakly-Supervised Object Localization Models for Histology Apr 29, 2024 Contrastive Learning Domain Adaptation
Code Code Available ArchiMeDe @ DANKMEMES: A New Model Architecture for Meme Detection Dec 17, 2020 Domain Adaptation
Code Code Available Source-Free Domain Adaptation via Distribution Estimation Apr 24, 2022 Domain Adaptation Privacy Preserving
Code Code Available Mutual Information-driven Subject-invariant and Class-relevant Deep Representation Learning in BCI Oct 17, 2019 Brain Computer Interface Domain Adaptation
Code Code Available Easy Adaptation to Mitigate Gender Bias in Multilingual Text Classification Apr 12, 2022 Domain Adaptation Hate Speech Detection
Code Code Available EANet: Enhancing Alignment for Cross-Domain Person Re-identification Dec 29, 2018 Domain Adaptation Person Re-Identification
Code Code Available Coupled Generative Adversarial Networks Jun 24, 2016 Domain Adaptation Generative Adversarial Network
Code Code Available Boosting Cross-Domain Point Classification via Distilling Relational Priors from 2D Transformers Jul 26, 2024 Domain Adaptation Domain Generalization
Code Code Available Co-Training for Unsupervised Domain Adaptation of Semantic Segmentation Models May 31, 2022 Autonomous Driving Domain Adaptation
Code Code Available Dynamic Weighted Adversarial Learning for Semi-Supervised Classification under Intersectional Class Mismatch Jan 11, 2024 Domain Adaptation
Code Code Available AdaptiVocab: Enhancing LLM Efficiency in Focused Domains through Lightweight Vocabulary Adaptation Mar 25, 2025 Domain Adaptation GPU
Code Code Available Co-Teaching for Unsupervised Domain Adaptation and Expansion Apr 4, 2022 Domain Adaptation image-classification
Code Code Available Cost-effective Framework for Gradual Domain Adaptation with Multifidelity Feb 9, 2022 Domain Adaptation
Code Code Available COSTAR: Improved Temporal Counterfactual Estimation with Self-Supervised Learning Nov 1, 2023 counterfactual Decision Making
Code Code Available Unsupervised Domain Adaptation for Depth Prediction from Images Sep 9, 2019 Depth Estimation Depth Prediction
Code Code Available Dynamic Data Selection and Weighting for Iterative Back-Translation Apr 7, 2020 Domain Adaptation Machine Translation
Code Code Available A3: Active Adversarial Alignment for Source-Free Domain Adaptation Sep 27, 2024 Active Learning Domain Adaptation
Code Code Available PIG: Prompt Images Guidance for Night-Time Scene Parsing Jun 15, 2024 Data Augmentation Domain Adaptation
Code Code Available 