CoLoR-Filter: Conditional Loss Reduction Filtering for Targeted Language Model Pre-training Jun 15, 2024 Domain Adaptation Language Modeling
Code Code Available Collaborative Unsupervised Domain Adaptation for Medical Image Diagnosis Jul 5, 2020 Diagnostic Domain Adaptation
Code Code Available Hyperbolic Active Learning for Semantic Segmentation under Domain Shift Jun 19, 2023 Domain Adaptation Semantic Segmentation
Code Code Available HYperbolic Self-Paced Learning for Self-Supervised Skeleton-based Action Representations Mar 10, 2023 Action Recognition Domain Adaptation
Code Code Available Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity Recognition Jun 17, 2024 Diversity Domain Adaptation
Code Code Available Adaptive Machine Translation with Large Language Models Jan 30, 2023 Decoder Domain Adaptation
Code Code Available A Large-scale Multi Domain Leukemia Dataset for the White Blood Cells Detection with Morphological Attributes for Explainability May 17, 2024 Attribute Domain Adaptation
Code Code Available Image-Based CLIP-Guided Essence Transfer Oct 24, 2021 Domain Adaptation Style Transfer
Code Code Available Domain Adaptation with Auxiliary Target Domain-Oriented Classifier Jul 8, 2020 Domain Adaptation Transfer Learning
Code Code Available CaTGrasp: Learning Category-Level Task-Relevant Grasping in Clutter from Simulation Sep 19, 2021 Domain Adaptation Domain Generalization
Code Code Available Beyond Model Adaptation at Test Time: A Survey Nov 6, 2024 Domain Adaptation Domain Generalization
Code Code Available Improved Mutual Mean-Teaching for Unsupervised Domain Adaptive Re-ID Aug 24, 2020 Domain Adaptation Pseudo Label
Code Code Available Improving Multi-Party Dialogue Discourse Parsing via Domain Integration Oct 9, 2021 Discourse Parsing Domain Adaptation
Code Code Available Improving Semi-Supervised and Domain-Adaptive Semantic Segmentation with Self-Supervised Depth Estimation Aug 28, 2021 Data Augmentation Depth Estimation
Code Code Available Incremental Multi-Target Domain Adaptation for Object Detection with Efficient Domain Transfer Apr 13, 2021 Domain Adaptation Incremental Learning
Code Code Available Incremental Unsupervised Domain-Adversarial Training of Neural Networks Jan 13, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available A Balanced and Uncertainty-aware Approach for Partial Domain Adaptation Mar 5, 2020 Domain Adaptation Partial Domain Adaptation
Code Code Available Instruction-Tuning Data Synthesis from Scratch via Web Reconstruction Apr 22, 2025 Diversity Domain Adaptation
Code Code Available Interactive Learning of Intrinsic and Extrinsic Properties for All-day Semantic Segmentation Jul 7, 2023 All All-day Semantic Segmentation
Code Code Available Interpretable bilinear attention network with domain adaptation improves drug-target prediction Aug 3, 2022 Domain Adaptation Drug Discovery
Code Code Available Iterative Loop Method Combining Active and Semi-Supervised Learning for Domain Adaptive Semantic Segmentation Jan 31, 2023 Active Learning Domain Adaptation
Code Code Available JMedLoRA:Medical Domain Adaptation on Japanese Large Language Models using Instruction-tuning Oct 16, 2023 Domain Adaptation Medical Question Answering
Code Code Available Joint Disentangling and Adaptation for Cross-Domain Person Re-Identification Jul 20, 2020 Domain Adaptation Person Re-Identification
Code Code Available Bi-Classifier Determinacy Maximization for Unsupervised Domain Adaptation Dec 13, 2020 Domain Adaptation Semantic Segmentation
Code Code Available KD3A: Unsupervised Multi-Source Decentralized Domain Adaptation via Knowledge Distillation Nov 19, 2020 Domain Adaptation Knowledge Distillation
Code Code Available KdConv: A Chinese Multi-domain Dialogue Dataset Towards Multi-turn Knowledge-driven Conversation Apr 8, 2020 Domain Adaptation Knowledge Graphs
Code Code Available Collaborative Training between Region Proposal Localization and Classification for Domain Adaptive Object Detection Sep 17, 2020 Domain Adaptation General Classification
Code Code Available Kernel methods library for pattern analysis and machine learning in python May 27, 2020 BIG-bench Machine Learning Domain Adaptation
Code Code Available KL Guided Domain Adaptation Jun 14, 2021 Domain Adaptation
Code Code Available Bidirectional Generative Framework for Cross-domain Aspect-based Sentiment Analysis May 16, 2023 Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
Code Code Available Bidirectional Learning for Domain Adaptation of Semantic Segmentation Apr 24, 2019 Domain Adaptation Image Segmentation
Code Code Available Bidirectional Self-Training with Multiple Anisotropic Prototypes for Domain Adaptive Semantic Segmentation Apr 16, 2022 Domain Adaptation Pseudo Label
Code Code Available Knowledge Inheritance for Pre-trained Language Models May 28, 2021 Domain Adaptation Knowledge Distillation
Code Code Available Bi-level Alignment for Cross-Domain Crowd Counting May 12, 2022 AutoML Crowd Counting
Code Code Available Adversarial Bipartite Graph Learning for Video Domain Adaptation Jul 31, 2020 Domain Adaptation Graph Learning
Code Code Available Label Propagation with Augmented Anchors: A Simple Semi-Supervised Learning baseline for Unsupervised Domain Adaptation Jul 15, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Collaborative Unsupervised Domain Adaptation for Medical Image Diagnosis Nov 17, 2019 Diagnostic Domain Adaptation
Code Code Available Compositional Semantic Mix for Domain Adaptation in Point Cloud Segmentation Aug 28, 2023 Domain Adaptation Point Cloud Completion
Code Code Available Large Scale Indexing of Generic Medical Image Data using Unbiased Shallow Keypoints and Deep CNN Features Oct 8, 2020 Domain Adaptation General Classification
Code Code Available LayeredDoc: Domain Adaptive Document Restoration with a Layer Separation Approach Jun 12, 2024 Domain Adaptation Image Restoration
Code Code Available BioClinical ModernBERT: A State-of-the-Art Long-Context Encoder for Biomedical and Clinical NLP Jun 12, 2025 Decoder Domain Adaptation
Code Code Available A-LINK: Recognizing Disguised Faces via Active Learning based Inter-Domain Knowledge Sep 23, 2019 Active Learning Domain Adaptation
Code Code Available Learning Causal Semantic Representation for Out-of-Distribution Prediction Nov 3, 2020 Domain Adaptation Prediction
Code Code Available Learning from Synthetic InSAR with Vision Transformers: The case of volcanic unrest detection Jan 9, 2022 Binary Classification Domain Adaptation
Code Code Available CDTrans: Cross-domain Transformer for Unsupervised Domain Adaptation Sep 13, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Learning Disentangled Prompts for Compositional Image Synthesis Jun 1, 2023 Domain Adaptation Image Generation
Code Code Available Learning Distinctive Margin toward Active Domain Adaptation Mar 11, 2022 Active Learning Domain Adaptation
Code Code Available Learning domain-agnostic visual representation for computational pathology using medically-irrelevant style transfer augmentation Feb 2, 2021 Data Augmentation Domain Adaptation
Code Code Available Cross-Domain Facial Expression Recognition: A Unified Evaluation Benchmark and Adversarial Graph Learning Aug 3, 2020 Cross-Domain Facial Expression Recognition Domain Adaptation
Code Code Available A Prototype-Oriented Framework for Unsupervised Domain Adaptation Oct 22, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 