Deep Learning Domain Adaptation to Understand Physico-Chemical Processes from Fluorescence Spectroscopy Small Datasets: Application to Ageing of Olive Oil Jun 14, 2024 Domain Adaptation Feature Engineering
— Unverified Exploring the Benefits of Vision Foundation Models for Unsupervised Domain Adaptation Jun 14, 2024 Domain Adaptation Out-of-Distribution Generalization
Code Code Available A Unified Data Augmentation Framework for Low-Resource Multi-Domain Dialogue Generation Jun 14, 2024 Data Augmentation Dialogue Generation
Code Code Available Towards Domain Adaptive Neural Contextual Bandits Jun 13, 2024 Decision Making Domain Adaptation
— Unverified ELF-UA: Efficient Label-Free User Adaptation in Gaze Estimation Jun 13, 2024 Domain Adaptation Gaze Estimation
— Unverified Efficient Discrepancy Testing for Learning with Distribution Shift Jun 13, 2024 Domain Adaptation
— Unverified Enhancing Domain Adaptation through Prompt Gradient Alignment Jun 13, 2024 Domain Adaptation Language Modeling
Code Code Available LayeredDoc: Domain Adaptive Document Restoration with a Layer Separation Approach Jun 12, 2024 Domain Adaptation Image Restoration
Code Code Available Learning Domain-Invariant Features for Out-of-Context News Detection Jun 11, 2024 Contrastive Learning Domain Adaptation
— Unverified SR-Stereo & DAPE: Stepwise Regression and Pre-trained Edges for Practical Stereo Matching Jun 11, 2024 Disparity Estimation Domain Adaptation
Code Code Available Minimizing Energy Costs in Deep Learning Model Training: The Gaussian Sampling Approach Jun 11, 2024 Domain Adaptation Domain Generalization
— Unverified Efficient k-Nearest-Neighbor Machine Translation with Dynamic Retrieval Jun 10, 2024 Domain Adaptation Machine Translation
Code Code Available Stable Neighbor Denoising for Source-free Domain Adaptive Segmentation Jun 10, 2024 Denoising Domain Adaptation
Code Code Available Source -Free Domain Adaptation for Speaker Verification in Data-Scarce Languages and Noisy Channels Jun 9, 2024 Domain Adaptation Source-Free Domain Adaptation
— Unverified Continuous Test-time Domain Adaptation for Efficient Fault Detection under Evolving Operating Conditions Jun 6, 2024 Anomaly Detection Domain Adaptation
— Unverified Bayesian Power Steering: An Effective Approach for Domain Adaptation of Diffusion Models Jun 6, 2024 Domain Adaptation
Code Code Available Task Arithmetic can Mitigate Synthetic-to-Real Gap in Automatic Speech Recognition Jun 5, 2024 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Evidentially Calibrated Source-Free Time-Series Domain Adaptation with Temporal Imputation Jun 4, 2024 Domain Adaptation Imputation
— Unverified CORE-ReID: Comprehensive Optimization and Refinement through Ensemble Fusion in Domain Adaptation for Person Re-Identification Jun 3, 2024 Domain Adaptation Person Re-Identification
Code Code Available EAGLE: Efficient Adaptive Geometry-based Learning in Cross-view Understanding Jun 3, 2024 Domain Adaptation Open Vocabulary Semantic Segmentation
— Unverified Proxy Denoising for Source-Free Domain Adaptation Jun 3, 2024 Denoising Domain Adaptation
Code Code Available Early Detection of Misinformation for Infodemic Management: A Domain Adaptation Approach Jun 2, 2024 Domain Adaptation Management
— Unverified Extrapolability Improvement of Machine Learning-Based Evapotranspiration Models via Domain-Adversarial Neural Networks Jun 2, 2024 Domain Adaptation
— Unverified Global High Categorical Resolution Land Cover Mapping via Weak Supervision Jun 2, 2024 Domain Adaptation Earth Observation
— Unverified Improvement of Applicability in Student Performance Prediction Based on Transfer Learning Jun 1, 2024 Domain Adaptation Transfer Learning
— Unverified Pseudo-label Based Domain Adaptation for Zero-Shot Text Steganalysis Jun 1, 2024 Domain Adaptation Pseudo Label
— Unverified Effectiveness of Vision Language Models for Open-world Single Image Test Time Adaptation Jun 1, 2024 Contrastive Learning Domain Adaptation
— Unverified Augmentation-based Unsupervised Cross-Domain Functional MRI Adaptation for Major Depressive Disorder Identification May 31, 2024 Data Augmentation Diagnostic
— Unverified Self-degraded contrastive domain adaptation for industrial fault diagnosis with bi-imbalanced data May 31, 2024 Contrastive Learning Domain Adaptation
— Unverified Domain Adaptation with Cauchy-Schwarz Divergence May 30, 2024 Domain Adaptation Multi-class Classification
Code Code Available From Forest to Zoo: Great Ape Behavior Recognition with ChimpBehave May 30, 2024 Action Recognition Domain Adaptation
Code Code Available Multi-View People Detection in Large Scenes via Supervised View-Wise Contribution Weighting May 30, 2024 Camera Calibration Domain Adaptation
Code Code Available OpenDAS: Open-Vocabulary Domain Adaptation for 2D and 3D Segmentation May 30, 2024 3D Instance Segmentation 3D Open-Vocabulary Instance Segmentation
— Unverified FMARS: Annotating Remote Sensing Images for Disaster Management using Foundation Models May 30, 2024 Domain Adaptation Segmentation Of Remote Sensing Imagery
Code Code Available Open-Set Domain Adaptation for Semantic Segmentation May 30, 2024 Domain Adaptation Semantic Segmentation
Code Code Available Clustering-Based Validation Splits for Model Selection under Domain Shift May 29, 2024 Clustering Constrained Clustering
— Unverified Domain adaptation in small-scale and heterogeneous biological datasets May 29, 2024 Domain Adaptation Transfer Learning
— Unverified PediatricsGPT: Large Language Models as Chinese Medical Assistants for Pediatric Applications May 29, 2024 Diagnostic Domain Adaptation
Code Code Available OMPO: A Unified Framework for RL under Policy and Dynamics Shifts May 29, 2024 Domain Adaptation OpenAI Gym
Code Code Available Gradually Vanishing Gap in Prototypical Network for Unsupervised Domain Adaptation May 28, 2024 Domain Adaptation Transfer Learning
— Unverified Empowering Source-Free Domain Adaptation with MLLM-driven Curriculum Learning May 28, 2024 Domain Adaptation Instruction Following
Code Code Available MultiADE: A Multi-domain Benchmark for Adverse Drug Event Extraction May 28, 2024 Domain Adaptation Event Extraction
— Unverified CT-based brain ventricle segmentation via diffusion Schrödinger Bridge without target domain ground truths May 28, 2024 Domain Adaptation Segmentation
Code Code Available SSLChange: A Self-supervised Change Detection Framework Based on Domain Adaptation May 28, 2024 Change Detection Contrastive Learning
Code Code Available Consistency Regularisation for Unsupervised Domain Adaptation in Monocular Depth Estimation May 27, 2024 Depth Estimation Domain Adaptation
Code Code Available Supervised Batch Normalization May 27, 2024 Domain Adaptation
— Unverified Automatic Domain Adaptation by Transformers in In-Context Learning May 27, 2024 Domain Adaptation In-Context Learning
— Unverified Laboratory-Scale AI: Open-Weight Models are Competitive with ChatGPT Even in Low-Resource Settings May 27, 2024 Domain Adaptation GPU
— Unverified Incremental Pseudo-Labeling for Black-Box Unsupervised Domain Adaptation May 26, 2024 Domain Adaptation Pseudo Label
— Unverified Reliable Source Approximation: Source-Free Unsupervised Domain Adaptation for Vestibular Schwannoma MRI Segmentation May 25, 2024 Domain Adaptation MRI segmentation
Code Code Available 