Dual-Path Adversarial Lifting for Domain Shift Correction in Online Test-time Adaptation Aug 26, 2024 Domain Adaptation Prediction
Code Code Available Infrared Domain Adaptation with Zero-Shot Quantization Aug 25, 2024 Domain Adaptation object-detection
— Unverified Knowledge Graph Modeling-Driven Large Language Model Operating System (LLM OS) for Task Automation in Process Engineering Problem-Solving Aug 23, 2024 Domain Adaptation Information Retrieval
— Unverified Localization in Dynamic Indoor MIMO-OFDM Wireless Systems using Domain Adaptation Aug 23, 2024 Domain Adaptation
— Unverified Revisiting Cross-Domain Problem for LiDAR-based 3D Object Detection Aug 22, 2024 3D Object Detection Autonomous Driving
— Unverified Domain Adaptation for Offline Reinforcement Learning with Limited Samples Aug 22, 2024 Domain Adaptation Offline RL
— Unverified Stochastic Compositional Minimax Optimization with Provable Convergence Guarantees Aug 22, 2024 Domain Adaptation Meta-Learning
— Unverified Rank and Align: Towards Effective Source-free Graph Domain Adaptation Aug 22, 2024 Domain Adaptation GRAPH DOMAIN ADAPTATION
— Unverified Defining Boundaries: The Impact of Domain Specification on Cross-Language and Cross-Domain Transfer in Machine Translation Aug 21, 2024 Cross-Lingual Transfer Domain Adaptation
— Unverified A Noncontact Technique for Wave Measurement Based on Thermal Stereography and Deep Learning Aug 20, 2024 Domain Adaptation Stereo Matching
— Unverified Parameter-Efficient Transfer Learning under Federated Learning for Automatic Speech Recognition Aug 19, 2024 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified OVOSE: Open-Vocabulary Semantic Segmentation in Event-Based Cameras Aug 18, 2024 Autonomous Driving Domain Adaptation
Code Code Available MedMAP: Promoting Incomplete Multi-modal Brain Tumor Segmentation with Alignment Aug 18, 2024 Brain Tumor Segmentation Domain Adaptation
— Unverified GoodSAM++: Bridging Domain and Capacity Gaps via Segment Anything Model for Panoramic Semantic Segmentation Aug 17, 2024 Domain Adaptation Instance Segmentation
— Unverified SA-GDA: Spectral Augmentation for Graph Domain Adaptation Aug 17, 2024 Domain Adaptation GRAPH DOMAIN ADAPTATION
— Unverified DPA: Dual Prototypes Alignment for Unsupervised Adaptation of Vision-Language Models Aug 16, 2024 Domain Adaptation image-classification
Code Code Available BioLay_AK_SS at BioLaySumm: Domain Adaptation by Two-Stage Fine-Tuning of Large Language Models used for Biomedical Lay Summary Generation Aug 16, 2024 Abstractive Text Summarization Articles
— Unverified Evidential Graph Contrastive Alignment for Source-Free Blending-Target Domain Adaptation Aug 14, 2024 Contrastive Learning Domain Adaptation
— Unverified Enhancing Autonomous Vehicle Perception in Adverse Weather through Image Augmentation during Semantic Segmentation Training Aug 14, 2024 Domain Adaptation Image Augmentation
Code Code Available COD: Learning Conditional Invariant Representation for Domain Adaptation Regression Aug 13, 2024 Domain Adaptation regression
— Unverified Approaches for enhancing extrapolability in process-based and data-driven models in hydrology Aug 13, 2024 Domain Adaptation Management
— Unverified Diffuse-UDA: Addressing Unsupervised Domain Adaptation in Medical Image Segmentation with Appearance and Structure Aligned Diffusion Models Aug 12, 2024 Diagnostic Domain Adaptation
— Unverified Generalization Enhancement Strategies to Enable Cross-year Cropland Mapping with Convolutional Neural Networks Trained Using Historical Samples Aug 12, 2024 Domain Adaptation
Code Code Available RTF-Q: Efficient Unsupervised Domain Adaptation with Retraining-free Quantization Aug 11, 2024 Domain Adaptation Quantization
— Unverified Deep Learning-based Unsupervised Domain Adaptation via a Unified Model for Prostate Lesion Detection Using Multisite Bi-parametric MRI Datasets Aug 8, 2024 Domain Adaptation Lesion Detection
— Unverified Adversarial Domain Adaptation for Cross-user Activity Recognition Using Diffusion-based Noise-centred Learning Aug 6, 2024 Activity Recognition Denoising
Code Code Available SNFinLLM: Systematic and Nuanced Financial Domain Adaptation of Chinese Large Language Models Aug 5, 2024 Articles Domain Adaptation
— Unverified Cross-Domain Semantic Segmentation on Inconsistent Taxonomy using VLMs Aug 5, 2024 Domain Adaptation Segmentation
Code Code Available Pixel-Level Domain Adaptation: A New Perspective for Enhancing Weakly Supervised Semantic Segmentation Aug 4, 2024 Domain Adaptation Object
Code Code Available Multi-Source EEG Emotion Recognition via Dynamic Contrastive Domain Adaptation Aug 4, 2024 Domain Adaptation EEG
— Unverified Prototypical Partial Optimal Transport for Universal Domain Adaptation Aug 2, 2024 Domain Adaptation Universal Domain Adaptation
— Unverified Domain Adaptation-Enhanced Searchlight: Enabling classification of brain states from visual perception to mental imagery Aug 2, 2024 Binary Classification Brain Computer Interface
Code Code Available Gradient Harmonization in Unsupervised Domain Adaptation Aug 1, 2024 Domain Adaptation Unsupervised Domain Adaptation
— Unverified EUDA: An Efficient Unsupervised Domain Adaptation via Self-Supervised Vision Transformer Jul 31, 2024 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Online Multi-Source Domain Adaptation through Gaussian Mixtures and Dataset Dictionary Learning Jul 29, 2024 Dictionary Learning Domain Adaptation
— Unverified Simply Trainable Nearest Neighbour Machine Translation with GPU Inference Jul 29, 2024 Domain Adaptation GPU
— Unverified Improving Domain Adaptation Through Class Aware Frequency Transformation Jul 28, 2024 Domain Adaptation Pseudo Label
— Unverified SaulLM-54B & SaulLM-141B: Scaling Up Domain Adaptation for the Legal Domain Jul 28, 2024 Decoder Domain Adaptation
— Unverified Progressive Domain Adaptation for Thermal Infrared Object Tracking Jul 28, 2024 Domain Adaptation Object
— Unverified Can Modifying Data Address Graph Domain Adaptation? Jul 27, 2024 Domain Adaptation GRAPH DOMAIN ADAPTATION
Code Code Available Learn from the Learnt: Source-Free Active Domain Adaptation via Contrastive Sampling and Visual Persistence Jul 26, 2024 Active Learning Computational Efficiency
Code Code Available Using Large Language Models for the Interpretation of Building Regulations Jul 26, 2024 Common Sense Reasoning Domain Adaptation
— Unverified Boosting Cross-Domain Point Classification via Distilling Relational Priors from 2D Transformers Jul 26, 2024 Domain Adaptation Domain Generalization
Code Code Available Advancing 3D Point Cloud Understanding through Deep Transfer Learning: A Comprehensive Survey Jul 25, 2024 Denoising Domain Adaptation
— Unverified Speed-enhanced Subdomain Adaptation Regression for Long-term Stable Neural Decoding in Brain-computer Interfaces Jul 25, 2024 Contrastive Learning Domain Adaptation
— Unverified A Novel Two-Step Fine-Tuning Pipeline for Cold-Start Active Learning in Text Classification Tasks Jul 24, 2024 Active Learning Domain Adaptation
— Unverified PiPa++: Towards Unification of Domain Adaptive Semantic Segmentation via Self-supervised Learning Jul 24, 2024 Domain Adaptation Self-Supervised Learning
— Unverified AHMF: Adaptive Hybrid-Memory-Fusion Model for Driver Attention Prediction Jul 24, 2024 Domain Adaptation Driver Attention Monitoring
— Unverified EverAdapt: Continuous Adaptation for Dynamic Machine Fault Diagnosis Environments Jul 24, 2024 Domain Adaptation Fault Diagnosis
Code Code Available ToDER: Towards Colonoscopy Depth Estimation and Reconstruction with Geometry Constraint Adaptation Jul 23, 2024 Depth Estimation Domain Adaptation
— Unverified 