Browse State-of-the-Art › Unsupervised Domain Adaptation › Papers, page 10

Unsupervised Domain Adaptation

Papers archive 2025-07-28

archive papers tagged: 1,951 · with a code link: 864 · where Syntology ran a sample: 200 (177 with a run with no instrument failure, 23 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (200 of 1,951 tagged: 177 with a run with no instrument failure, 23 where every run was a failure of Syntology's instrument)

Page 10 of 20: papers 901 to 1,000 of 1,951, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Stein Discrepancy for Unsupervised Domain Adaptation
  5 Feb 2025 0 repositories listed
• SWAT: Sliding Window Adversarial Training for Gradual Domain Adaptation
  31 Jan 2025 0 repositories listed
• Unsupervised Domain Adaptation with Dynamic Clustering and Contrastive Refinement for Gait Recognition
  28 Jan 2025 0 repositories listed
• DynAlign: Unsupervised Dynamic Taxonomy Alignment for Cross-Domain Segmentation
  27 Jan 2025 0 repositories listed
• Graph-Based Cross-Domain Knowledge Distillation for Cross-Dataset Text-to-Image Person Retrieval
  25 Jan 2025 0 repositories listed
• Interpretability Analysis of Domain Adapted Dense Retrievers
  24 Jan 2025 0 repositories listed
• You Only Crash Once v2: Perceptually Consistent Strong Features for One-Stage Domain Adaptive Detection of Space Terrain
  23 Jan 2025 0 repositories listed
• Leveraging 2D Masked Reconstruction for Domain Adaptation of 3D Pose Estimation
  14 Jan 2025 0 repositories listed
• Unsupervised Domain Adaptation for Occlusion Resilient Human Pose Estimation
  6 Jan 2025 0 repositories listed
• Unsupervised Class Generation to Expand Semantic Segmentation Datasets
  4 Jan 2025 0 repositories listed
• A Unified Framework for Heterogeneous Semi-supervised Learning
  1 Jan 2025 0 repositories listed
• ADU: Adaptive Detection of Unknown Categories in Black-Box Domain Adaptation
  1 Jan 2025 0 repositories listed
• Link-based Contrastive Learning for One-Shot Unsupervised Domain Adaptation
  1 Jan 2025 0 repositories listed
• MODfinity: Unsupervised Domain Adaptation with Multimodal Information Flow Intertwining
  1 Jan 2025 0 repositories listed
• Preserving Clusters in Prompt Learning for Unsupervised Domain Adaptation
  1 Jan 2025 0 repositories listed
• UMFN: Unified Multi-Domain Face Normalization for Joint Cross-domain Prototype Learning and Heterogeneous Face Recognition
  1 Jan 2025 0 repositories listed
• Universal Domain Adaptation for Semantic Segmentation
  1 Jan 2025 0 repositories listed
• Prototypical Distillation and Debiased Tuning for Black-box Unsupervised Domain Adaptation
  30 Dec 2024 0 repositories listed
• Adversarial Diffusion Model for Unsupervised Domain-Adaptive Semantic Segmentation
  22 Dec 2024 0 repositories listed
• CrackUDA: Incremental Unsupervised Domain Adaptation for Improved Crack Segmentation in Civil Structures
  20 Dec 2024 0 repositories listed
• Multi-Source Unsupervised Domain Adaptation with Prototype Aggregation
  20 Dec 2024 0 repositories listed
• A Universal Degradation-based Bridging Technique for Domain Adaptive Semantic Segmentation
  13 Dec 2024 0 repositories listed Syntology 9 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 2 honoured, 3 violated, 1 with no contract checked; 3 where Syntology's instrument failed) · 1 unverified (of 10 harvested samples) · 10 pointer-only (licence)
• VLMs meet UDA: Boosting Transferability of Open Vocabulary Segmentation with Unsupervised Domain Adaptation
  12 Dec 2024 0 repositories listed
• Semi-Supervised Transfer Boosting (SS-TrBoosting)
  4 Dec 2024 0 repositories listed
• Enhancing the Generalization Capability of Skin Lesion Classification Models with Active Domain Adaptation Methods
  1 Dec 2024 0 repositories listed
• The Last Mile to Supervised Performance: Semi-Supervised Domain Adaptation for Semantic Segmentation
  27 Nov 2024 0 repositories listed
• A Study on Unsupervised Domain Adaptation for Semantic Segmentation in the Era of Vision-Language Models
  25 Nov 2024 0 repositories listed
• Multi-Granularity Class Prototype Topology Distillation for Class-Incremental Source-Free Unsupervised Domain Adaptation
  25 Nov 2024 0 repositories listed
• DRIVE: Dual-Robustness via Information Variability and Entropic Consistency in Source-Free Unsupervised Domain Adaptation
  24 Nov 2024 0 repositories listed
• Unveiling the Superior Paradigm: A Comparative Study of Source-Free Domain Adaptation and Unsupervised Domain Adaptation
  24 Nov 2024 0 repositories listed
• LAGUNA: LAnguage Guided UNsupervised Adaptation with structured spaces
  23 Nov 2024 0 repositories listed
• Efficient Unsupervised Domain Adaptation Regression for Spatial-Temporal Air Quality Sensor Fusion
  11 Nov 2024 0 repositories listed
• Gradual Fine-Tuning with Graph Routing for Multi-Source Unsupervised Domain Adaptation
  11 Nov 2024 0 repositories listed
• In the Era of Prompt Learning with Vision-Language Models
  7 Nov 2024 0 repositories listed
• Progressive Multi-Level Alignments for Semi-Supervised Domain Adaptation SAR Target Recognition Using Simulated Data
  7 Nov 2024 0 repositories listed
• From Web Data to Real Fields: Low-Cost Unsupervised Domain Adaptation for Agricultural Robots
  31 Oct 2024 0 repositories listed
• Revisiting Multi-Granularity Representation via Group Contrastive Learning for Unsupervised Vehicle Re-identification
  29 Oct 2024 0 repositories listed
• SPDIM: Source-Free Unsupervised Conditional and Label Shift Adaptation in EEG
  26 Oct 2024 0 repositories listed
• Unsupervised Domain Adaptation for Action Recognition via Self-Ensembling and Conditional Embedding Alignment
  23 Oct 2024 0 repositories listed
• Prototype and Instance Contrastive Learning for Unsupervised Domain Adaptation in Speaker Verification
  22 Oct 2024 0 repositories listed
• Data-Efficient CLIP-Powered Dual-Branch Networks for Source-Free Unsupervised Domain Adaptation
  21 Oct 2024 0 repositories listed
• Domain-Adaptive Neural Posterior Estimation for Strong Gravitational Lens Analysis
  21 Oct 2024 0 repositories listed
• Pseudo-label Refinement for Improving Self-Supervised Learning Systems
  18 Oct 2024 0 repositories listed
• Day-Night Adaptation: An Innovative Source-free Adaptation Framework for Medical Image Segmentation
  17 Oct 2024 0 repositories listed
• GrabDAE: An Innovative Framework for Unsupervised Domain Adaptation Utilizing Grab-Mask and Denoise Auto-Encoder
  10 Oct 2024 0 repositories listed
• Improving Object Detection via Local-global Contrastive Learning
  7 Oct 2024 0 repositories listed
• Auto-GDA: Automatic Domain Adaptation for Efficient Grounding Verification in Retrieval Augmented Generation
  4 Oct 2024 0 repositories listed
• DyMix: Dynamic Frequency Mixup Scheduler based Unsupervised Domain Adaptation for Enhancing Alzheimer's Disease Identification
  2 Oct 2024 0 repositories listed
• Sustaining model performance for covid-19 detection from dynamic audio data: Development and evaluation of a comprehensive drift-adaptive framework
  28 Sep 2024 0 repositories listed
• DRL-STNet: Unsupervised Domain Adaptation for Cross-modality Medical Image Segmentation via Disentangled Representation Learning
  26 Sep 2024 0 repositories listed
• Layer-wise Model Merging for Unsupervised Domain Adaptation in Segmentation Tasks
  24 Sep 2024 0 repositories listed
• Unsupervised Attention Regularization Based Domain Adaptation for Oracle Character Recognition
  24 Sep 2024 0 repositories listed
• Unsupervised Domain Adaptation Via Data Pruning
  18 Sep 2024 0 repositories listed
• Multimodality Adaptive Transformer and Mutual Learning for Unsupervised Domain Adaptation Vehicle Re-Identification
  17 Sep 2024 0 repositories listed
• Channel Adaptation for Speaker Verification Using Optimal Transport with Pseudo Label
  14 Sep 2024 0 repositories listed
• Bridging Domain Gap of Point Cloud Representations via Self-Supervised Geometric Augmentation
  11 Sep 2024 0 repositories listed
• Collaborative Learning for Enhanced Unsupervised Domain Adaptation
  4 Sep 2024 0 repositories listed
• Trust And Balance: Few Trusted Samples Pseudo-Labeling and Temperature Scaled Loss for Effective Source-Free Unsupervised Domain Adaptation
  1 Sep 2024 0 repositories listed
• BTMuda: A Bi-level Multi-source unsupervised domain adaptation framework for breast cancer diagnosis
  30 Aug 2024 0 repositories listed
• Low Saturation Confidence Distribution-based Test-Time Adaptation for Cross-Domain Remote Sensing Image Classification
  29 Aug 2024 0 repositories listed
• MICDrop: Masking Image and Depth Features via Complementary Dropout for Domain-Adaptive Semantic Segmentation
  29 Aug 2024 0 repositories listed
• Diffuse-UDA: Addressing Unsupervised Domain Adaptation in Medical Image Segmentation with Appearance and Structure Aligned Diffusion Models
  12 Aug 2024 0 repositories listed
• RTF-Q: Efficient Unsupervised Domain Adaptation with Retraining-free Quantization
  11 Aug 2024 0 repositories listed
• Deep Learning-based Unsupervised Domain Adaptation via a Unified Model for Prostate Lesion Detection Using Multisite Bi-parametric MRI Datasets
  8 Aug 2024 0 repositories listed
• Gradient Harmonization in Unsupervised Domain Adaptation
  1 Aug 2024 0 repositories listed
• Improving Domain Adaptation Through Class Aware Frequency Transformation
  28 Jul 2024 0 repositories listed
• EverAdapt: Continuous Adaptation for Dynamic Machine Fault Diagnosis Environments
  24 Jul 2024 0 repositories listed
• Contrastive Adversarial Training for Unsupervised Domain Adaptation
  17 Jul 2024 0 repositories listed
• An Unsupervised Domain Adaptation Method for Locating Manipulated Region in partially fake Audio
  11 Jul 2024 0 repositories listed
• D-MASTER: Mask Annealed Transformer for Unsupervised Domain Adaptation in Breast Cancer Detection from Mammograms
  9 Jul 2024 0 repositories listed
• EMPL: A novel Efficient Meta Prompt Learning Framework for Few-shot Unsupervised Domain Adaptation
  4 Jul 2024 0 repositories listed
• POSTURE: Pose Guided Unsupervised Domain Adaptation for Human Body Part Segmentation
  4 Jul 2024 0 repositories listed
• The Art of the Steal: Purloining Deep Learning Models Developed for an Ultrasound Scanner to a Competitor Machine
  3 Jul 2024 0 repositories listed
• CLIP the Divergence: Language-guided Unsupervised Domain Adaptation
  1 Jul 2024 0 repositories listed
• Gradient-based Class Weighting for Unsupervised Domain Adaptation in Dense Prediction Visual Tasks
  1 Jul 2024 0 repositories listed
• Divide, Ensemble and Conquer: The Last Mile on Unsupervised Domain Adaptation for Semantic Segmentation
  27 Jun 2024 0 repositories listed
• STAL3D: Unsupervised Domain Adaptation for 3D Object Detection via Collaborating Self-Training and Adversarial Learning
  27 Jun 2024 0 repositories listed
• CTS: Sim-to-Real Unsupervised Domain Adaptation on 3D Detection
  26 Jun 2024 0 repositories listed
• Vox-UDA: Voxel-wise Unsupervised Domain Adaptation for Cryo-Electron Subtomogram Segmentation with Denoised Pseudo Labeling
  25 Jun 2024 0 repositories listed
• Geometric Understanding of Discriminability and Transferability for Visual Domain Adaptation
  24 Jun 2024 0 repositories listed
• Towards Trustworthy Unsupervised Domain Adaptation: A Representation Learning Perspective for Enhancing Robustness, Discrimination, and Generalization
  19 Jun 2024 0 repositories listed
• Causal Discovery Inspired Unsupervised Domain Adaptation for Emotion-Cause Pair Extraction
  18 Jun 2024 0 repositories listed
• Multi-source Unsupervised Domain Adaptation on Graphs with Transferability Modeling
  14 Jun 2024 0 repositories listed
• EAGLE: Efficient Adaptive Geometry-based Learning in Cross-view Understanding
  3 Jun 2024 0 repositories listed
• Clustering-Based Validation Splits for Model Selection under Domain Shift
  29 May 2024 0 repositories listed
• Gradually Vanishing Gap in Prototypical Network for Unsupervised Domain Adaptation
  28 May 2024 0 repositories listed
• Automatic Domain Adaptation by Transformers in In-Context Learning
  27 May 2024 0 repositories listed
• Incremental Pseudo-Labeling for Black-Box Unsupervised Domain Adaptation
  26 May 2024 0 repositories listed
• Rethinking Barely-Supervised Volumetric Medical Image Segmentation from an Unsupervised Domain Adaptation Perspective
  16 May 2024 0 repositories listed
• UDA4Inst: Unsupervised Domain Adaptation for Instance Segmentation
  15 May 2024 0 repositories listed
• High-order Neighborhoods Know More: HyperGraph Learning Meets Source-free Unsupervised Domain Adaptation
  11 May 2024 0 repositories listed
• Dual-Level Viewpoint-Learning for Cross-Domain Vehicle Re-Identification
  8 May 2024 0 repositories listed
• Joint semi-supervised and contrastive learning enables domain generalization and multi-domain segmentation
  8 May 2024 0 repositories listed
• Pseudo Label Refinery for Unsupervised Domain Adaptation on Cross-dataset 3D Object Detection
  30 Apr 2024 0 repositories listed
• Align, Minimize and Diversify: A Source-Free Unsupervised Domain Adaptation Method for Handwritten Text Recognition
  28 Apr 2024 0 repositories listed
• M3BAT: Unsupervised Domain Adaptation for Multimodal Mobile Sensing with Multi-Branch Adversarial Training
  26 Apr 2024 0 repositories listed
• 360SFUDA++: Towards Source-free UDA for Panoramic Segmentation by Learning Reliable Category Prototypes
  25 Apr 2024 0 repositories listed
• Style Adaptation for Domain-adaptive Semantic Segmentation
  25 Apr 2024 0 repositories listed
• The Over-Certainty Phenomenon in Modern UDA Algorithms
  24 Apr 2024 0 repositories listed
• Source-free Domain Adaptation for Video Object Detection Under Adverse Image Conditions
  23 Apr 2024 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.