One-Shot Federated Unsupervised Domain Adaptation with Scaled Entropy Attention and Multi-Source Smoothed Pseudo Labeling Mar 13, 2025 Domain Adaptation Federated Learning
— Unverified Safe Continual Domain Adaptation after Sim2Real Transfer of Reinforcement Learning Policies in Robotics Mar 13, 2025 Continual Learning Domain Adaptation
— Unverified Domain Adaptation for Japanese Sentence Embeddings with Contrastive Learning based on Synthetic Sentence Generation Mar 12, 2025 Contrastive Learning Domain Adaptation
Code Code Available LangTime: A Language-Guided Unified Model for Time Series Forecasting with Proximal Policy Optimization Mar 11, 2025 Domain Adaptation Domain Generalization
— Unverified TimeStep Master: Asymmetrical Mixture of Timestep LoRA Experts for Versatile and Efficient Diffusion Models in Vision Mar 10, 2025 Domain Adaptation
— Unverified HierDAMap: Towards Universal Domain Adaptive BEV Mapping via Hierarchical Perspective Priors Mar 10, 2025 Autonomous Driving Domain Adaptation
Code Code Available NeuroADDA: Active Discriminative Domain Adaptation in Connectomic Mar 8, 2025 Active Learning Domain Adaptation
— Unverified From Dataset to Real-world: General 3D Object Detection via Generalized Cross-domain Few-shot Learning Mar 8, 2025 3D Object Detection Autonomous Driving
— Unverified GrInAdapt: Scaling Retinal Vessel Structural Map Segmentation Through Grounding, Integrating and Adapting Multi-device, Multi-site, and Multi-modal Fundus Domains Mar 8, 2025 Decision Making Domain Adaptation
— Unverified Vision-aware Multimodal Prompt Tuning for Uploadable Multi-source Few-shot Domain Adaptation Mar 8, 2025 Domain Adaptation
— Unverified Generalizable Image Repair for Robust Visual Autonomous Racing Mar 7, 2025 Autonomous Racing Domain Adaptation
Code Code Available TS-RAG: Retrieval-Augmented Generation based Time Series Foundation Models are Stronger Zero-Shot Forecaster Mar 6, 2025 Domain Adaptation Mixture-of-Experts
— Unverified PSDNorm: Test-Time Temporal Normalization for Deep Learning in Sleep Staging Mar 6, 2025 Domain Adaptation Sleep Staging
— Unverified HyDA: Hypernetworks for Test Time Domain Adaptation in Medical Imaging Analysis Mar 6, 2025 Domain Adaptation
— Unverified Bridging Synthetic-to-Real Gaps: Frequency-Aware Perturbation and Selection for Single-shot Multi-Parametric Mapping Reconstruction Mar 5, 2025 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available MIAdapt: Source-free Few-shot Domain Adaptive Object Detection for Microscopic Images Mar 5, 2025 Domain Adaptation object-detection
— Unverified Intermediate Domain-guided Adaptation for Unsupervised Chorioallantoic Membrane Vessel Segmentation Mar 5, 2025 Contrastive Learning Domain Adaptation
Code Code Available Transformers for molecular property prediction: Domain adaptation efficiently improves performance Mar 5, 2025 Domain Adaptation Molecular Property Prediction
Code Code Available COARSE: Collaborative Pseudo-Labeling with Coarse Real Labels for Off-Road Semantic Segmentation Mar 5, 2025 Domain Adaptation Semantic Segmentation
— Unverified Robust Multi-Source Domain Adaptation under Label Shift Mar 4, 2025 Domain Adaptation Outlier Detection
— Unverified Generate, Discriminate, Evolve: Enhancing Context Faithfulness via Fine-Grained Sentence-Level Self-Evolution Mar 3, 2025 counterfactual Domain Adaptation
— Unverified MFM-DA: Instance-Aware Adaptor and Hierarchical Alignment for Efficient Domain Adaptation in Medical Foundation Models Mar 2, 2025 Denoising Domain Adaptation
Code Code Available When Unsupervised Domain Adaptation meets One-class Anomaly Detection: Addressing the Two-fold Unsupervised Curse by Leveraging Anomaly Scarcity Feb 28, 2025 Anomaly Detection Domain Adaptation
— Unverified R1-T1: Fully Incentivizing Translation Capability in LLMs via Reasoning Learning Feb 27, 2025 Domain Adaptation Machine Translation
— Unverified FAA-CLIP: Federated Adversarial Adaptation of CLIP Feb 26, 2025 Domain Adaptation Federated Learning
Code Code Available Model Adaptation: Unsupervised Domain Adaptation without Source Data Feb 26, 2025 Domain Adaptation Prediction
— Unverified Sketch-1-to-3: One Single Sketch to 3D Detailed Face Reconstruction Feb 25, 2025 3D Face Reconstruction Domain Adaptation
— Unverified M3DA: Benchmark for Unsupervised Domain Adaptation in 3D Medical Image Segmentation Feb 24, 2025 Computed Tomography (CT) Domain Adaptation
Code Code Available Time Series Domain Adaptation via Latent Invariant Causal Mechanism Feb 23, 2025 Domain Adaptation Time Series
Code Code Available FedDA-TSformer: Federated Domain Adaptation with Vision TimeSformer for Left Ventricle Segmentation on Gated Myocardial Perfusion SPECT Image Feb 23, 2025 Domain Adaptation Federated Learning
— Unverified Joint Similarity Item Exploration and Overlapped User Guidance for Multi-Modal Cross-Domain Recommendation Feb 22, 2025 Collaborative Filtering Domain Adaptation
— Unverified Image Translation-Based Unsupervised Cross-Modality Domain Adaptation for Medical Image Segmentation Feb 21, 2025 Deep Learning Domain Adaptation
— Unverified Text-to-SQL Domain Adaptation via Human-LLM Collaborative Data Annotation Feb 21, 2025 Domain Adaptation Text to SQL
Code Code Available Inverse Surrogate Model of a Soft X-Ray Spectrometer using Domain Adaptation Feb 21, 2025 Data Augmentation Domain Adaptation
— Unverified Soybean pod and seed counting in both outdoor fields and indoor laboratories using unions of deep neural networks Feb 21, 2025 Domain Adaptation
— Unverified Comprehensive Analysis of Transparency and Accessibility of ChatGPT, DeepSeek, And other SoTA Large Language Models Feb 21, 2025 Domain Adaptation
— Unverified Vision Foundation Models in Medical Image Analysis: Advances and Challenges Feb 20, 2025 Domain Adaptation Federated Learning
— Unverified English Please: Evaluating Machine Translation with Large Language Models for Multilingual Bug Reports Feb 20, 2025 Domain Adaptation Language Identification
Code Code Available Asymmetric Co-Training for Source-Free Few-Shot Domain Adaptation Feb 20, 2025 Domain Adaptation Transfer Learning
Code Code Available Noise May Contain Transferable Knowledge: Understanding Semi-supervised Heterogeneous Domain Adaptation from an Empirical Perspective Feb 19, 2025 Domain Adaptation Transfer Learning
Code Code Available Improving Multi-turn Task Completion in Task-Oriented Dialog Systems via Prompt Chaining and Fine-Grained Feedback Feb 18, 2025 Domain Adaptation Informativeness
— Unverified PrivilegedDreamer: Explicit Imagination of Privileged Information for Rapid Adaptation of Learned Policies Feb 17, 2025 Autonomous Driving Domain Adaptation
— Unverified Reinforced Information Retrieval Feb 17, 2025 Domain Adaptation Information Retrieval
— Unverified GeoDANO: Geometric VLM with Domain Agnostic Vision Encoder Feb 17, 2025 Domain Adaptation Language Modeling
— Unverified Beyond Similarity: A Gradient-based Graph Method for Instruction Tuning Data Selection Feb 16, 2025 Domain Adaptation Transfer Learning
— Unverified RemInD: Remembering Anatomical Variations for Interpretable Domain Adaptive Medical Image Segmentation Feb 15, 2025 Computational Efficiency Domain Adaptation
— Unverified Simulations of Common Unsupervised Domain Adaptation Algorithms for Image Classification Feb 15, 2025 Domain Adaptation image-classification
Code Code Available Hallucinations and Truth: A Comprehensive Accuracy Evaluation of RAG, LoRA and DoRA Feb 14, 2025 Domain Adaptation parameter-efficient fine-tuning
— Unverified Bridging Domain Adaptation and Graph Neural Networks: A Tensor-Based Framework for Effective Label Propagation Feb 12, 2025 Domain Adaptation Graph Classification
— Unverified Examining and Adapting Time for Multilingual Classification via Mixture of Temporal Experts Feb 12, 2025 Classification Domain Adaptation
— Unverified 