Unsupervised Domain Adaptation with Feature Embeddings Dec 14, 2014 Domain Adaptation Representation Learning
Code Code Available Deep Domain Confusion: Maximizing for Domain Invariance Dec 10, 2014 Domain Adaptation Model Selection
Code Code Available Unsupervised Domain Adaptation by Backpropagation Sep 26, 2014 Domain Adaptation image-classification
Code Code Available Cross-Lingual Adaptation using Structural Correspondence Learning Aug 4, 2010 Classification Domain Adaptation
Code Code Available A Privacy-Preserving Semantic-Segmentation Method Using Domain-Adaptation Technique Jul 17, 2025 Domain Adaptation Privacy Preserving
— Unverified Domain Borders Are There to Be Crossed With Federated Few-Shot Adaptation Jul 14, 2025 Domain Adaptation Federated Learning
Code Code Available An Offline Mobile Conversational Agent for Mental Health Support: Learning from Emotional Dialogues and Psychological Texts with Student-Centered Evaluation Jul 11, 2025 Domain Adaptation
— Unverified The Bayesian Approach to Continual Learning: An Overview Jul 11, 2025 Bayesian Inference class-incremental learning
— Unverified Doodle Your Keypoints: Sketch-Based Few-Shot Keypoint Detection Jul 10, 2025 Domain Adaptation Few-Shot Learning
— Unverified YOLO-APD: Enhancing YOLOv8 for Robust Pedestrian Detection on Complex Road Geometries Jul 7, 2025 Autonomous Navigation Domain Adaptation
— Unverified CORE-ReID V2: Advancing the Domain Adaptation for Object Re-Identification with Optimized Training and Ensemble Fusion Jul 4, 2025 Domain Adaptation Person Re-Identification
Code Code Available Underwater Monocular Metric Depth Estimation: Real-World Benchmarks and Synthetic Fine-Tuning Jul 2, 2025 Depth Estimation Domain Adaptation
— Unverified Topology-Aware Modeling for Unsupervised Simulation-to-Reality Point Cloud Recognition Jun 26, 2025 Contrastive Learning Domain Adaptation
Code Code Available Unlocking Constraints: Source-Free Occlusion-Aware Seamless Segmentation Jun 26, 2025 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Case-based Reasoning Augmented Large Language Model Framework for Decision Making in Realistic Safety-Critical Driving Scenarios Jun 25, 2025 Autonomous Driving Decision Making
— Unverified Enhanced Hybrid Transducer and Attention Encoder Decoder with Text Data Jun 23, 2025 Decoder Domain Adaptation
— Unverified Adaptive Control Attention Network for Underwater Acoustic Localization and Domain Adaptation Jun 20, 2025 Domain Adaptation
— Unverified Prmpt2Adpt: Prompt-Based Zero-Shot Domain Adaptation for Resource-Constrained Environments Jun 20, 2025 Domain Adaptation Unsupervised Domain Adaptation
— Unverified M3SD: Multi-modal, Multi-scenario and Multi-language Speaker Diarization Dataset Jun 17, 2025 Domain Adaptation speaker-diarization
— Unverified One-Shot Neural Architecture Search with Network Similarity Directed Initialization for Pathological Image Classification Jun 17, 2025 Domain Adaptation Edge-computing
— Unverified Expressive Score-Based Priors for Distribution Matching with Geometry-Preserving Regularization Jun 17, 2025 Computational Efficiency Denoising
Code Code Available Collaborative Editable Model Jun 17, 2025 Domain Adaptation model
— Unverified BUT System for the MLC-SLM Challenge Jun 16, 2025 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified How Real is CARLAs Dynamic Vision Sensor? A Study on the Sim-to-Real Gap in Traffic Object Detection Jun 16, 2025 Domain Adaptation object-detection
— Unverified Hierarchical Multi-Positive Contrastive Learning for Patent Image Retrieval Jun 16, 2025 Contrastive Learning Domain Adaptation
— Unverified Cross-Domain Conditional Diffusion Models for Time Series Imputation Jun 14, 2025 Denoising Domain Adaptation
Code Code Available crossMoDA Challenge: Evolution of Cross-Modality Domain Adaptation Techniques for Vestibular Schwannoma and Cochlea Segmentation from 2021 to 2023 Jun 13, 2025 Benchmarking Domain Adaptation
— Unverified BotTrans: A Multi-Source Graph Domain Adaptation Approach for Social Bot Detection Jun 12, 2025 Domain Adaptation GRAPH DOMAIN ADAPTATION
Code Code Available Flick: Few Labels Text Classification using K-Aware Intermediate Learning in Multi-Task Low-Resource Languages Jun 12, 2025 Domain Adaptation Pseudo Label
— Unverified MUDAS: Mote-scale Unsupervised Domain Adaptation in Multi-label Sound Classification Jun 12, 2025 Classification Domain Adaptation
— Unverified Enhancing Human-Robot Collaboration: A Sim2Real Domain Adaptation Algorithm for Point Cloud Segmentation in Industrial Environments Jun 11, 2025 Domain Adaptation Point Cloud Segmentation
— Unverified 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 RoCA: Robust Cross-Domain End-to-End Autonomous Driving Jun 11, 2025 Autonomous Driving Domain Adaptation
— Unverified PlantBert: An Open Source Language Model for Plant Science Jun 10, 2025 Domain Adaptation Language Modeling
— Unverified Integration of Old and New Knowledge for Generalized Intent Discovery: A Consistency-driven Prototype-Prompting Framework Jun 10, 2025 Domain Adaptation Intent Detection
Code Code Available Low-resource domain adaptation while minimizing energy and hardware resource consumption Jun 10, 2025 Domain Adaptation
— Unverified Clustered Federated Learning via Embedding Distributions Jun 9, 2025 Clustering Domain Adaptation
Code Code Available Low-Resource Domain Adaptation for Speech LLMs via Text-Only Fine-Tuning Jun 6, 2025 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Domain Adaptation in Agricultural Image Analysis: A Comprehensive Review from Shallow Models to Deep Learning Jun 6, 2025 Domain Adaptation
— Unverified QualitEye: Public and Privacy-preserving Gaze Data Quality Verification Jun 6, 2025 Domain Adaptation Privacy Preserving
— Unverified Customizing Speech Recognition Model with Large Language Model Feedback Jun 5, 2025 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A Survey on Vietnamese Document Analysis and Recognition: Challenges and Future Directions Jun 5, 2025 Computational Efficiency document understanding
— Unverified Efficient Data Selection for Domain Adaptation of ASR Using Pseudo-Labels and Multi-Stage Filtering Jun 4, 2025 Decoder Domain Adaptation
— Unverified Domain Adaptation Method and Modality Gap Impact in Audio-Text Models for Prototypical Sound Classification Jun 4, 2025 Classification Domain Adaptation
Code Code Available FlowerTune: A Cross-Domain Benchmark for Federated Fine-Tuning of Large Language Models Jun 3, 2025 Benchmarking Domain Adaptation
— Unverified Multi-Platform Methane Plume Detection via Model and Domain Adaptation Jun 2, 2025 Domain Adaptation Image-to-Image Translation
— Unverified Quantization-based Bounds on the Wasserstein Metric Jun 1, 2025 Computational Efficiency Domain Adaptation
— Unverified Feature Fusion and Knowledge-Distilled Multi-Modal Multi-Target Detection May 31, 2025 Domain Adaptation Knowledge Distillation
— Unverified Spectral Insights into Data-Oblivious Critical Layers in Large Language Models May 31, 2025 backdoor defense Domain Adaptation
— Unverified MSDA: Combining Pseudo-labeling and Self-Supervision for Unsupervised Domain Adaptation in ASR May 30, 2025 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified 