Reconstruction-driven Dynamic Refinement based Unsupervised Domain Adaptation for Joint Optic Disc and Cup Segmentation Apr 10, 2023 Domain Adaptation Edge Detection
— Unverified Universal Semi-Supervised Learning for Medical Image Classification Apr 8, 2023 Classification Domain Adaptation
Code Code Available Domain Adaptation for Inertial Measurement Unit-based Human Activity Recognition: A Survey Apr 7, 2023 Activity Recognition Domain Adaptation
— Unverified Domain Adaptive Multiple Instance Learning for Instance-level Prediction of Pathological Images Apr 7, 2023 Domain Adaptation Multiple Instance Learning
Code Code Available DATE: Domain Adaptive Product Seeker for E-commerce Apr 7, 2023 Domain Adaptation Retrieval
Code Code Available Source-free Domain Adaptation Requires Penalized Diversity Apr 6, 2023 Diversity Domain Adaptation
— Unverified Exploiting the Complementarity of 2D and 3D Networks to Address Domain-Shift in 3D Semantic Segmentation Apr 6, 2023 3D Semantic Segmentation Autonomous Driving
Code Code Available SALUDA: Surface-based Automotive Lidar Unsupervised Domain Adaptation Apr 6, 2023 3D Unsupervised Domain Adaptation Domain Adaptation
Code Code Available MS3D: Leveraging Multiple Detectors for Unsupervised Domain Adaptation in 3D Object Detection Apr 5, 2023 3D Object Detection Density Estimation
Code Code Available Zero-shot domain adaptation of anomalous samples for semi-supervised anomaly detection Apr 5, 2023 Anomaly Detection Decoder
— Unverified FREDOM: Fairness Domain Adaptation Approach to Semantic Scene Understanding Apr 4, 2023 Autonomous Driving Domain Adaptation
Code Code Available Algorithm-Dependent Bounds for Representation Learning of Multi-Source Domain Adaptation Apr 4, 2023 Domain Adaptation Generalization Bounds
Code Code Available PODIA-3D: Domain Adaptation of 3D Generative Model Across Large Domain Gap Using Pose-Preserved Text-to-Image Diffusion Apr 4, 2023 Diversity Domain Adaptation
— Unverified MEnsA: Mix-up Ensemble Average for Unsupervised Multi Target Domain Adaptation on 3D Point Clouds Apr 4, 2023 Autonomous Driving Domain Adaptation
Code Code Available Unsupervised Cross-domain Pulmonary Nodule Detection without Source Data Apr 3, 2023 Contrastive Learning Domain Adaptation
Code Code Available AutoLabel: CLIP-based framework for Open-set Video Domain Adaptation Apr 3, 2023 Action Recognition Domain Adaptation
Code Code Available Few-shot Fine-tuning is All You Need for Source-free Domain Adaptation Apr 3, 2023 All Domain Adaptation
Code Code Available Learning by Grouping: A Multilevel Optimization Framework for Improving Fairness in Classification without Losing Accuracy Apr 2, 2023 Decision Making Domain Adaptation
— Unverified STFAR: Improving Object Detection Robustness at Test-Time by Self-Training with Feature Alignment Regularization Mar 31, 2023 Domain Adaptation Object
— Unverified Uncertainty-Aware Source-Free Adaptive Image Super-Resolution with Wavelet Augmentation Transformer Mar 31, 2023 Domain Adaptation Image Super-Resolution
Code Code Available One-shot Unsupervised Domain Adaptation with Personalized Diffusion Models Mar 31, 2023 Data Augmentation Domain Adaptation
Code Code Available Image-to-image domain adaptation for vehicle re-identification Mar 30, 2023 Domain Adaptation Generative Adversarial Network
— Unverified HybridCVLNet: A Hybrid CSI Feedback System and its Domain Adaptation Mar 30, 2023 Domain Adaptation Transfer Learning
— Unverified CAusal and collaborative proxy-tasKs lEarning for Semi-Supervised Domain Adaptation Mar 30, 2023 Domain Adaptation Semi-supervised Domain Adaptation
— Unverified C-SFDA: A Curriculum Learning Aided Self-Training Framework for Efficient Source Free Domain Adaptation Mar 30, 2023 Domain Adaptation Memorization
Code Code Available Domain Adaptive Semantic Segmentation by Optimal Transport Mar 29, 2023 Autonomous Driving Domain Adaptation
— Unverified TTA-COPE: Test-Time Adaptation for Category-Level Object Pose Estimation Mar 29, 2023 Domain Adaptation Object
— Unverified AVFormer: Injecting Vision into Frozen Speech Models for Zero-Shot AV-ASR Mar 29, 2023 Automatic Speech Recognition Domain Adaptation
— Unverified Global Adaptation meets Local Generalization: Unsupervised Domain Adaptation for 3D Human Pose Estimation Mar 29, 2023 3D Human Pose Estimation 3D Human Pose Estimation in Limited Data
Code Code Available Cluster-Guided Unsupervised Domain Adaptation for Deep Speaker Embedding Mar 28, 2023 Clustering Domain Adaptation
— Unverified SFHarmony: Source Free Domain Adaptation for Distributed Neuroimaging Analysis Mar 28, 2023 Domain Adaptation Source-Free Domain Adaptation
Code Code Available MS-MT: Multi-Scale Mean Teacher with Contrastive Unpaired Translation for Cross-Modality Vestibular Schwannoma and Cochlea Segmentation Mar 28, 2023 Domain Adaptation Ensemble Learning
— Unverified Complementary Domain Adaptation and Generalization for Unsupervised Continual Domain Shift Learning Mar 28, 2023 Domain Adaptation Domain Generalization
— Unverified EEGMatch: Learning with Incomplete Labels for Semi-Supervised EEG-based Cross-Subject Emotion Recognition Mar 27, 2023 Data Augmentation Domain Adaptation
Code Code Available Few-Shot Domain Adaptation for Low Light RAW Image Enhancement Mar 27, 2023 Domain Adaptation Image Enhancement
Code Code Available Adapting Pretrained Language Models for Solving Tabular Prediction Problems in the Electronic Health Record Mar 27, 2023 Descriptive Domain Adaptation
Code Code Available Unsupervised Adaptation from Repeated Traversals for Autonomous Driving Mar 27, 2023 3D Object Detection Autonomous Driving
Code Code Available A Comprehensive Survey on Test-Time Adaptation under Distribution Shifts Mar 27, 2023 Domain Adaptation Source-Free Domain Adaptation
Code Code Available ScarceNet: Animal Pose Estimation with Scarce Annotations Mar 27, 2023 Animal Pose Estimation Domain Adaptation
Code Code Available GeoNet: Benchmarking Unsupervised Adaptation across Geographies Mar 27, 2023 Benchmarking Domain Adaptation
— Unverified Δ-Patching: A Framework for Rapid Adaptation of Pre-trained Convolutional Networks without Base Performance Loss Mar 26, 2023 Domain Adaptation Transfer Learning
— Unverified VisDA 2022 Challenge: Domain Adaptation for Industrial Waste Sorting Mar 26, 2023 Data Augmentation Diversity
Code Code Available Unsupervised Domain Adaption with Pixel-level Discriminator for Image-aware Layout Generation Mar 25, 2023 Domain Adaptation Layout Generation
— Unverified Both Style and Distortion Matter: Dual-Path Unsupervised Domain Adaptation for Panoramic Semantic Segmentation Mar 25, 2023 Domain Adaptation ERP
— Unverified Adaptive Bi-Recommendation and Self-Improving Network for Heterogeneous Domain Adaptation-Assisted IoT Intrusion Detection Mar 25, 2023 Domain Adaptation Intrusion Detection
— Unverified Instant Domain Augmentation for LiDAR Semantic Segmentation Mar 25, 2023 Domain Adaptation LIDAR Semantic Segmentation
— Unverified Spatio-Temporal Pixel-Level Contrastive Learning-based Source-Free Domain Adaptation for Video Semantic Segmentation Mar 25, 2023 Contrastive Learning Domain Adaptation
Code Code Available Fairness meets Cross-Domain Learning: a new perspective on Models and Metrics Mar 25, 2023 Domain Adaptation Fairness
Code Code Available 2PCNet: Two-Phase Consistency Training for Day-to-Night Unsupervised Domain Adaptive Object Detection Mar 24, 2023 Domain Adaptation object-detection
Code Code Available Unsupervised Hierarchical Domain Adaptation for Adverse Weather Optical Flow Mar 24, 2023 Domain Adaptation Optical Flow Estimation
— Unverified 