Browse State-of-the-Art › Domain Adaptation › Papers, page 26
Domain Adaptation
Papers archive 2025-07-28
archive papers tagged: 6,439 · with a code link: 2,400 · where Syntology ran a sample: 517 (442 with a run with no instrument failure, 75 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (517 of 6,439 tagged: 442 with a run with no instrument failure, 75 where every run was a failure of Syntology's instrument)
Page 26 of 65: papers 2,501 to 2,600 of 6,439, 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.
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Fault Diagnosis in New Wind Turbines using Knowledge from Existing Turbines by Generative Domain Adaptation24 Apr 2025 0 repositories listed
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Learning Compositional Transferability of Time Series for Source-Free Domain Adaptation21 Apr 2025 0 repositories listed
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Adaptation Method for Misinformation Identification19 Apr 2025 0 repositories listed
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PEFT A2Z: Parameter-Efficient Fine-Tuning Survey for Large Language and Vision Models19 Apr 2025 0 repositories listed
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Revisiting CLIP for SF-OSDA: Unleashing Zero-Shot Potential with Adaptive Threshold and Training-Free Feature Filtering19 Apr 2025 0 repositories listed
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BeetleVerse: A study on taxonomic classification of ground beetles18 Apr 2025 0 repositories listed
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Continual Pre-Training is (not) What You Need in Domain Adaption18 Apr 2025 0 repositories listed
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DAM-Net: Domain Adaptation Network with Micro-Labeled Fine-Tuning for Change Detection18 Apr 2025 0 repositories listed
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MetaSynth: Meta-Prompting-Driven Agentic Scaffolds for Diverse Synthetic Data Generation17 Apr 2025 0 repositories listed
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Self-Supervised Pre-training with Combined Datasets for 3D Perception in Autonomous Driving17 Apr 2025 0 repositories listed
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Unsupervised Cross-Domain 3D Human Pose Estimation via Pseudo-Label-Guided Global Transforms17 Apr 2025 0 repositories listed
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Transferable Deployment of Semantic Edge Inference Systems via Unsupervised Domain Adaption16 Apr 2025 0 repositories listed
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Co-STAR: Collaborative Curriculum Self-Training with Adaptive Regularization for Source-Free Video Domain Adaptation15 Apr 2025 0 repositories listed
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IlluSign: Illustrating Sign Language Videos by Leveraging the Attention Mechanism15 Apr 2025 0 repositories listed
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Multi-output Classification Framework and Frequency Layer Normalization for Compound Fault Diagnosis in Motor15 Apr 2025 0 repositories listed
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Weather-Aware Object Detection Transformer for Domain Adaptation15 Apr 2025 0 repositories listed
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Balancing Stability and Plasticity in Pretrained Detector: A Dual-Path Framework for Incremental Object Detection14 Apr 2025 0 repositories listed
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SlowFastVAD: Video Anomaly Detection via Integrating Simple Detector and RAG-Enhanced Vision-Language Model14 Apr 2025 0 repositories listed
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Domain-Adaptive Continued Pre-Training of Small Language Models13 Apr 2025 0 repositories listed
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PathSeqSAM: Sequential Modeling for Pathology Image Segmentation with SAM212 Apr 2025 0 repositories listed
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Probability Distribution Alignment and Low-Rank Weight Decomposition for Source-Free Domain Adaptive Brain Decoding12 Apr 2025 0 repositories listed
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Conditional Data Synthesis Augmentation10 Apr 2025 0 repositories listed
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Datum-wise Transformer for Synthetic Tabular Data Detection in the Wild10 Apr 2025 0 repositories listed
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S2R-HDR: A Large-Scale Rendered Dataset for HDR Fusion10 Apr 2025 0 repositories listed
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A Cross-Domain Few-Shot Learning Method Based on Domain Knowledge Mapping9 Apr 2025 0 repositories listed
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More diverse more adaptive: Comprehensive Multi-task Learning for Improved LLM Domain Adaptation in E-commerce9 Apr 2025 0 repositories listed
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Sparse Optimization for Transfer Learning: A L0-Regularized Framework for Multi-Source Domain Adaptation7 Apr 2025 0 repositories listed
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Causal Inference Isn't Special: Why It's Just Another Prediction Problem6 Apr 2025 0 repositories listed
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CATS: Mitigating Correlation Shift for Multivariate Time Series Classification5 Apr 2025 0 repositories listed
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Mitigating the Impact of Electrode Shift on Classification Performance in Electromyography-Based Motion Prediction Using Sliding-Window Normalization4 Apr 2025 0 repositories listed
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Overlap-Aware Feature Learning for Robust Unsupervised Domain Adaptation for 3D Semantic Segmentation2 Apr 2025 0 repositories listed
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Robust Unsupervised Domain Adaptation for 3D Point Cloud Segmentation Under Source Adversarial Attacks2 Apr 2025 0 repositories listed
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Domain Adaptation Under MNAR Missingness1 Apr 2025 0 repositories listed
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GRU-AUNet: A Domain Adaptation Framework for Contactless Fingerprint Presentation Attack Detection1 Apr 2025 0 repositories listed
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ElimPCL: Eliminating Noise Accumulation with Progressive Curriculum Labeling for Source-Free Domain Adaptation31 Mar 2025 0 repositories listed
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Evaluation of (Un-)Supervised Machine Learning Methods for GNSS Interference Classification with Real-World Data Discrepancies31 Mar 2025 0 repositories listed
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Joint Source-Environment Adaptation for Deep Learning-Based Underwater Acoustic Source Ranging30 Mar 2025 0 repositories listed
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ViLAaD: Enhancing "Attracting and Dispersing'' Source-Free Domain Adaptation with Vision-and-Language Model30 Mar 2025 0 repositories listed
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A Survey of Circuit Foundation Model: Foundation AI Models for VLSI Circuit Design and EDA28 Mar 2025 0 repositories listed
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Deep learning-enabled prediction of surgical errors during cataract surgery: from simulation to real-world application28 Mar 2025 0 repositories listed
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HybridoNet-Adapt: A Domain-Adapted Framework for Accurate Lithium-Ion Battery RUL Prediction27 Mar 2025 0 repositories listed
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Small Object Detection: A Comprehensive Survey on Challenges, Techniques and Real-World Applications26 Mar 2025 0 repositories listed
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Towards Practical Emotion Recognition: An Unsupervised Source-Free Approach for EEG Domain Adaptation26 Mar 2025 0 repositories listed
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UWarp: A Whole Slide Image Registration Pipeline to Characterize Scanner-Induced Local Domain Shift26 Mar 2025 0 repositories listed
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Domain Adaptation Framework for Turning Movement Count Estimation with Limited Data25 Mar 2025 0 repositories listed
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FACE: Few-shot Adapter with Cross-view Fusion for Cross-subject EEG Emotion Recognition24 Mar 2025 0 repositories listed
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CustomKD: Customizing Large Vision Foundation for Edge Model Improvement via Knowledge Distillation23 Mar 2025 0 repositories listed
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Decentralized Federated Dataset Dictionary Learning for Multi-Source Domain Adaptation22 Mar 2025 0 repositories listed
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Beyond Negation Detection: Comprehensive Assertion Detection Models for Clinical NLP21 Mar 2025 0 repositories listed
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MobiFuse: Learning Universal Human Mobility Patterns through Cross-domain Data Fusion20 Mar 2025 0 repositories listed
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Benchmarking Open-Source Large Language Models on Healthcare Text Classification Tasks19 Mar 2025 0 repositories listed
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Robust Distribution Alignment for Industrial Anomaly Detection under Distribution Shift19 Mar 2025 0 repositories listed
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MTLoc: A Confidence-Based Source-Free Domain Adaptation Approach For Indoor Localization18 Mar 2025 0 repositories listed
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LangDA: Building Context-Awareness via Language for Domain Adaptive Semantic Segmentation17 Mar 2025 0 repositories listed
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Let Synthetic Data Shine: Domain Reassembly and Soft-Fusion for Single Domain Generalization17 Mar 2025 0 repositories listed
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MonoCT: Overcoming Monocular 3D Detection Domain Shift with Consistent Teacher Models17 Mar 2025 0 repositories listed
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Advancing Human-Machine Teaming: Concepts, Challenges, and Applications16 Mar 2025 0 repositories listed
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Applications of Large Language Model Reasoning in Feature Generation15 Mar 2025 0 repositories listed
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Multi-output Classification for Compound Fault Diagnosis in Motor under Partially Labeled Target Domain15 Mar 2025 0 repositories listed
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Snapmoji: Instant Generation of Animatable Dual-Stylized Avatars15 Mar 2025 0 repositories listed
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From Abstraction to Reality: DARPA's Vision for Robust Sim-to-Real Autonomy14 Mar 2025 0 repositories listed
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SpaceSeg: A High-Precision Intelligent Perception Segmentation Method for Multi-Spacecraft On-Orbit Targets14 Mar 2025 0 repositories listed
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One-Shot Federated Unsupervised Domain Adaptation with Scaled Entropy Attention and Multi-Source Smoothed Pseudo Labeling13 Mar 2025 0 repositories listed
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Safe Continual Domain Adaptation after Sim2Real Transfer of Reinforcement Learning Policies in Robotics13 Mar 2025 0 repositories listed
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LangTime: A Language-Guided Unified Model for Time Series Forecasting with Proximal Policy Optimization11 Mar 2025 0 repositories listed
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TimeStep Master: Asymmetrical Mixture of Timestep LoRA Experts for Versatile and Efficient Diffusion Models in Vision10 Mar 2025 0 repositories listed
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From Dataset to Real-world: General 3D Object Detection via Generalized Cross-domain Few-shot Learning8 Mar 2025 0 repositories listed
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GrInAdapt: Scaling Retinal Vessel Structural Map Segmentation Through Grounding, Integrating and Adapting Multi-device, Multi-site, and Multi-modal Fundus Domains8 Mar 2025 0 repositories listed
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NeuroADDA: Active Discriminative Domain Adaptation in Connectomic8 Mar 2025 0 repositories listed
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Vision-aware Multimodal Prompt Tuning for Uploadable Multi-source Few-shot Domain Adaptation8 Mar 2025 0 repositories listed
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HyDA: Hypernetworks for Test Time Domain Adaptation in Medical Imaging Analysis6 Mar 2025 0 repositories listed
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PSDNorm: Test-Time Temporal Normalization for Deep Learning in Sleep Staging6 Mar 2025 0 repositories listed
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TS-RAG: Retrieval-Augmented Generation based Time Series Foundation Models are Stronger Zero-Shot Forecaster6 Mar 2025 0 repositories listed
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COARSE: Collaborative Pseudo-Labeling with Coarse Real Labels for Off-Road Semantic Segmentation5 Mar 2025 0 repositories listed
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MIAdapt: Source-free Few-shot Domain Adaptive Object Detection for Microscopic Images5 Mar 2025 0 repositories listed
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Robust Multi-Source Domain Adaptation under Label Shift4 Mar 2025 0 repositories listed
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Generate, Discriminate, Evolve: Enhancing Context Faithfulness via Fine-Grained Sentence-Level Self-Evolution3 Mar 2025 0 repositories listed
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When Unsupervised Domain Adaptation meets One-class Anomaly Detection: Addressing the Two-fold Unsupervised Curse by Leveraging Anomaly Scarcity28 Feb 2025 0 repositories listed
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R1-T1: Fully Incentivizing Translation Capability in LLMs via Reasoning Learning27 Feb 2025 0 repositories listed
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Model Adaptation: Unsupervised Domain Adaptation without Source Data26 Feb 2025 0 repositories listed
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Sketch-1-to-3: One Single Sketch to 3D Detailed Face Reconstruction25 Feb 2025 0 repositories listed
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M3DA: Benchmark for Unsupervised Domain Adaptation in 3D Medical Image Segmentation24 Feb 2025 0 repositories listed
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FedDA-TSformer: Federated Domain Adaptation with Vision TimeSformer for Left Ventricle Segmentation on Gated Myocardial Perfusion SPECT Image23 Feb 2025 0 repositories listed
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Joint Similarity Item Exploration and Overlapped User Guidance for Multi-Modal Cross-Domain Recommendation22 Feb 2025 0 repositories listed
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Comprehensive Analysis of Transparency and Accessibility of ChatGPT, DeepSeek, And other SoTA Large Language Models21 Feb 2025 0 repositories listed
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Image Translation-Based Unsupervised Cross-Modality Domain Adaptation for Medical Image Segmentation21 Feb 2025 0 repositories listed
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Inverse Surrogate Model of a Soft X-Ray Spectrometer using Domain Adaptation21 Feb 2025 0 repositories listed
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Soybean pod and seed counting in both outdoor fields and indoor laboratories using unions of deep neural networks21 Feb 2025 0 repositories listed
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Text-to-SQL Domain Adaptation via Human-LLM Collaborative Data Annotation21 Feb 2025 0 repositories listed
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Vision Foundation Models in Medical Image Analysis: Advances and Challenges20 Feb 2025 0 repositories listed
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Improving Multi-turn Task Completion in Task-Oriented Dialog Systems via Prompt Chaining and Fine-Grained Feedback18 Feb 2025 0 repositories listed
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GeoDANO: Geometric VLM with Domain Agnostic Vision Encoder17 Feb 2025 0 repositories listed
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PrivilegedDreamer: Explicit Imagination of Privileged Information for Rapid Adaptation of Learned Policies17 Feb 2025 0 repositories listed
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Reinforced Information Retrieval17 Feb 2025 0 repositories listed
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Beyond Similarity: A Gradient-based Graph Method for Instruction Tuning Data Selection16 Feb 2025 0 repositories listed
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RemInD: Remembering Anatomical Variations for Interpretable Domain Adaptive Medical Image Segmentation15 Feb 2025 0 repositories listed
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Hallucinations and Truth: A Comprehensive Accuracy Evaluation of RAG, LoRA and DoRA14 Feb 2025 0 repositories listed
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Bridging Domain Adaptation and Graph Neural Networks: A Tensor-Based Framework for Effective Label Propagation12 Feb 2025 0 repositories listed
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Examining and Adapting Time for Multilingual Classification via Mixture of Temporal Experts12 Feb 2025 0 repositories listed
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Robust Indoor Localization in Dynamic Environments: A Multi-source Unsupervised Domain Adaptation Framework11 Feb 2025 0 repositories listed