BioM-Transformers: Building Large Biomedical Language Models with BERT, ALBERT and ELECTRA Jun 1, 2021 Domain Adaptation Relation Extraction
Code Code Available Domain-Oriented Prefix-Tuning: Towards Efficient and Generalizable Fine-tuning for Zero-Shot Dialogue Summarization Apr 9, 2022 Domain Adaptation
Code Code Available A Survey of Unsupervised Deep Domain Adaptation Dec 6, 2018 Domain Adaptation Survey
Code Code Available Spatio-Temporal Pixel-Level Contrastive Learning-based Source-Free Domain Adaptation for Video Semantic Segmentation Mar 25, 2023 Contrastive Learning Domain Adaptation
Code Code Available Contrastive Conditional Alignment based on Label Shift Calibration for Imbalanced Domain Adaptation Dec 29, 2024 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Contrastive Bi-Projector for Unsupervised Domain Adaption Aug 14, 2023 Contrastive Learning Domain Adaptation
Code Code Available Virtual to Real Reinforcement Learning for Autonomous Driving Apr 13, 2017 Autonomous Driving Domain Adaptation
Code Code Available Contrast and Clustering: Learning Neighborhood Pair Representation for Source-free Domain Adaptation Jan 31, 2023 Clustering Contrastive Learning
Code Code Available Pred&Guide: Labeled Target Class Prediction for Guiding Semi-Supervised Domain Adaptation Nov 22, 2022 Domain Adaptation Semi-supervised Domain Adaptation
Code Code Available TransCORALNet: A Two-Stream Transformer CORAL Networks for Supply Chain Credit Assessment Cold Start Nov 30, 2023 Domain Adaptation
Code Code Available Unsupervised domain adaptation for medical imaging segmentation with self-ensembling Nov 14, 2018 Domain Adaptation Medical Image Segmentation
Code Code Available SpecNFS: A Challenge Dataset Towards Extracting Formal Models from Natural Language Specifications Jun 1, 2022 Dependency Parsing Domain Adaptation
Code Code Available Towards generalization of drug response prediction to single cells and patients utilizing importance-aware multi-source domain transfer learning Mar 8, 2024 Domain Adaptation Drug Response Prediction
Code Code Available Spectral Adversarial MixUp for Few-Shot Unsupervised Domain Adaptation Sep 3, 2023 Domain Adaptation Sensitivity
Code Code Available Adversarial Semantic Hallucination for Domain Generalized Semantic Segmentation Jun 8, 2021 Domain Adaptation Domain Generalization
Code Code Available Spectral Transfer Guided Active Domain Adaptation For Thermal Imagery Apr 14, 2023 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Transductive Adversarial Networks (TAN) Feb 8, 2018 Domain Adaptation
Code Code Available Adversarial Invariant Learning Jun 19, 2021 Domain Adaptation Domain Generalization
Code Code Available The Foundational Capabilities of Large Language Models in Predicting Postoperative Risks Using Clinical Notes Feb 27, 2024 Domain Adaptation Multi-Task Learning
Code Code Available SpGesture: Source-Free Domain-adaptive sEMG-based Gesture Recognition with Jaccard Attentive Spiking Neural Network May 23, 2024 CPU Domain Adaptation
Code Code Available Adaptive Semi-Supervised Segmentation of Brain Vessels with Ambiguous Labels Aug 7, 2023 Domain Adaptation Domain Generalization
Code Code Available Continuous Unsupervised Domain Adaptation Using Stabilized Representations and Experience Replay Jan 31, 2024 Continual Learning Domain Adaptation
Code Code Available Discriminative Joint Probability Maximum Mean Discrepancy (DJP-MMD) for Domain Adaptation Dec 1, 2019 Domain Adaptation General Classification
Code Code Available Transferability vs. Discriminability: Batch Spectral Penalization for Adversarial Domain Adaptation Jun 1, 2019 Domain Adaptation Transfer Learning
Code Code Available Continuous Pseudo-Label Rectified Domain Adaptive Semantic Segmentation With Implicit Neural Representations Jan 1, 2023 Domain Adaptation Pseudo Label
Code Code Available Domain Impression: A Source Data Free Domain Adaptation Method Feb 17, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Domain Generalization of 3D Object Detection by Density-Resampling Nov 17, 2023 3D Object Detection Data Augmentation
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 Spot the Difference: Detection of Topological Changes via Geometric Alignment Jun 9, 2021 Anomaly Detection Domain Adaptation
Code Code Available Arabic Multi-Dialect Segmentation: bi-LSTM-CRF vs. SVM Aug 19, 2017 Domain Adaptation Information Retrieval
Code Code Available Domain Generalization for Text Classification with Memory-Based Supervised Contrastive Learning Oct 1, 2022 Contrastive Learning Cross-Domain Text Classification
Code Code Available SqueezeSegV2: Improved Model Structure and Unsupervised Domain Adaptation for Road-Object Segmentation from a LiDAR Point Cloud Sep 22, 2018 3D Semantic Segmentation Domain Adaptation
Code Code Available Privacy-Preserving Adaptive Re-Identification without Image Transfer Jul 17, 2024 Domain Adaptation Privacy Preserving
Code Code Available Domain Adaptation for the Segmentation of Confidential Medical Images Jan 2, 2021 Domain Adaptation Image Segmentation
Code Code Available SRDA: Generating Instance Segmentation Annotation Via Scanning, Reasoning And Domain Adaptation Jan 26, 2018 Domain Adaptation Instance Segmentation
Code Code Available Continual Unsupervised Domain Adaptation for Semantic Segmentation Oct 19, 2020 Autonomous Driving Continual Learning
Code Code Available Privacy Preserving Federated Unsupervised Domain Adaptation with Application to Age Prediction from DNA Methylation Data Nov 26, 2024 Domain Adaptation Gaussian Processes
Code Code Available Privacy-Preserving Models for Legal Natural Language Processing Nov 5, 2022 Domain Adaptation Privacy Preserving
Code Code Available Continually Improving Extractive QA via Human Feedback May 21, 2023 Domain Adaptation Extractive Question-Answering
Code Code Available SRoUDA: Meta Self-training for Robust Unsupervised Domain Adaptation Dec 12, 2022 Adversarial Robustness Domain Adaptation
Code Code Available SRPL-SFDA: SAM-Guided Reliable Pseudo-Labels for Source-Free Domain Adaptation in Medical Image Segmentation Jun 11, 2025 Domain Adaptation Image Segmentation
Code Code Available Continual Learning of Neural Machine Translation within Low Forgetting Risk Regions Nov 3, 2022 Continual Learning Domain Adaptation
Code Code Available BioADAPT-MRC: Adversarial Learning-based Domain Adaptation Improves Biomedical Machine Reading Comprehension Task Feb 26, 2022 Domain Adaptation Machine Reading Comprehension
Code Code Available Probabilistic Domain Adaptation for Biomedical Image Segmentation Mar 21, 2023 Domain Adaptation Image Segmentation
Code Code Available Continual Domain Adaptation on Aerial Images under Gradually Degrading Weather Aug 2, 2023 Domain Adaptation Test-time Adaptation
Code Code Available SSDA: Secure Source-Free Domain Adaptation Jan 1, 2023 Backdoor Attack Domain Adaptation
Code Code Available Domain Differential Adaptation for Neural Machine Translation Oct 7, 2019 Domain Adaptation Machine Translation
Code Code Available Professor Forcing: A New Algorithm for Training Recurrent Networks Oct 27, 2016 Domain Adaptation Handwriting generation
Code Code Available Continual Coarse-to-Fine Domain Adaptation in Semantic Segmentation Jan 18, 2022 Domain Adaptation Knowledge Distillation
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 