Bridging the Domain Gap in Satellite Pose Estimation: a Self-Training Approach based on Geometrical Constraints Dec 23, 2022 Domain Adaptation Pose Estimation
— Unverified Learning List-Level Domain-Invariant Representations for Ranking Dec 21, 2022 Domain Adaptation Passage Reranking
— Unverified Adapting to Latent Subgroup Shifts via Concepts and Proxies Dec 21, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Fake it, Mix it, Segment it: Bridging the Domain Gap Between Lidar Sensors Dec 19, 2022 Autonomous Vehicles Domain Adaptation
— Unverified Source-Free Domain Adaptation for Question Answering with Masked Self-training Dec 19, 2022 Domain Adaptation Question Answering
Code Code Available AugTriever: Unsupervised Dense Retrieval and Domain Adaptation by Scalable Data Augmentation Dec 17, 2022 Data Augmentation Domain Adaptation
Code Code Available Dual Moving Average Pseudo-Labeling for Source-Free Inductive Domain Adaptation Dec 15, 2022 Domain Adaptation Source-Free Domain Adaptation
— Unverified Rethinking the Role of Pre-Trained Networks in Source-Free Domain Adaptation Dec 15, 2022 Domain Adaptation Representation Learning
Code Code Available Unsupervised Domain Adaptation for Automated Knee Osteoarthritis Phenotype Classification Dec 14, 2022 Classification Domain Adaptation
— Unverified SRoUDA: Meta Self-training for Robust Unsupervised Domain Adaptation Dec 12, 2022 Adversarial Robustness Domain Adaptation
Code Code Available Selective classification using a robust meta-learning approach Dec 12, 2022 Bilevel Optimization Classification
— Unverified Unsupervised Domain Adaptation for Semantic Segmentation using One-shot Image-to-Image Translation via Latent Representation Mixing Dec 7, 2022 Decoder Domain Adaptation
Code Code Available Semantic-aware Message Broadcasting for Efficient Unsupervised Domain Adaptation Dec 6, 2022 Domain Adaptation Pseudo Label
Code Code Available Addressing Distribution Shift at Test Time in Pre-trained Language Models Dec 5, 2022 Data Augmentation Domain Adaptation
— Unverified CONDA: Continual Unsupervised Domain Adaptation Learning in Visual Perception for Self-Driving Cars Dec 1, 2022 Domain Adaptation Scene Segmentation
— Unverified BEVUDA: Multi-geometric Space Alignments for Domain Adaptive BEV 3D Object Detection Nov 30, 2022 3D Object Detection Autonomous Driving
— Unverified Single Slice Thigh CT Muscle Group Segmentation with Domain Adaptation and Self-Training Nov 30, 2022 Anatomy Computed Tomography (CT)
Code Code Available QuadFormer: Quadruple Transformer for Unsupervised Domain Adaptation in Power Line Segmentation of Aerial Images Nov 29, 2022 Domain Adaptation Pseudo Label
— Unverified Reducing Domain Gap in Frequency and Spatial domain for Cross-modality Domain Adaptation on Medical Image Segmentation Nov 28, 2022 Domain Adaptation Image Segmentation
— Unverified Label Alignment Regularization for Distribution Shift Nov 27, 2022 Domain Adaptation Representation Learning
Code Code Available Pred&Guide: Labeled Target Class Prediction for Guiding Semi-Supervised Domain Adaptation Nov 22, 2022 Domain Adaptation Semi-supervised Domain Adaptation
Code Code Available GAN Inversion for Image Editing via Unsupervised Domain Adaptation Nov 22, 2022 Domain Adaptation Image Reconstruction
— Unverified Modeling Hierarchical Structural Distance for Unsupervised Domain Adaptation Nov 21, 2022 Domain Adaptation Image Classification
— Unverified Computational Imaging for Machine Perception: Transferring Semantic Segmentation beyond Aberrations Nov 21, 2022 Domain Adaptation Scene Understanding
Code Code Available Boosting Novel Category Discovery Over Domains with Soft Contrastive Learning and All-in-One Classifier Nov 21, 2022 All Contrastive Learning
— Unverified Turning Silver into Gold: Domain Adaptation with Noisy Labels for Wearable Cardio-Respiratory Fitness Prediction Nov 20, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified AdaTriplet-RA: Domain Matching via Adaptive Triplet and Reinforced Attention for Unsupervised Domain Adaptation Nov 16, 2022 Domain Adaptation Transfer Learning
Code Code Available ELDA: Using Edges to Have an Edge on Semantic Segmentation Based UDA Nov 16, 2022 Domain Adaptation Semantic Segmentation
Code Code Available Unsupervised Domain Adaptation Based on the Predictive Uncertainty of Models Nov 16, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Explaining Cross-Domain Recognition with Interpretable Deep Classifier Nov 15, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Instance-aware Model Ensemble With Distillation For Unsupervised Domain Adaptation Nov 15, 2022 Domain Adaptation Knowledge Distillation
— Unverified On Unsupervised Uncertainty-Driven Speech Pseudo-Label Filtering and Model Calibration Nov 14, 2022 Domain Adaptation Pseudo Label
— Unverified Unsupervised Domain Adaptation for Sparse Retrieval by Filling Vocabulary and Word Frequency Gaps Nov 8, 2022 Continual Pretraining Domain Adaptation
Code Code Available Camera Alignment and Weighted Contrastive Learning for Domain Adaptation in Video Person ReID Nov 7, 2022 Clustering Contrastive Learning
Code Code Available MiddleGAN: Generate Domain Agnostic Samples for Unsupervised Domain Adaptation Nov 6, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Unsupervised Model Adaptation for Source-free Segmentation of Medical Images Nov 2, 2022 Domain Adaptation Image Segmentation
— Unverified On Fine-Tuned Deep Features for Unsupervised Domain Adaptation Oct 25, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified IT-RUDA: Information Theory Assisted Robust Unsupervised Domain Adaptation Oct 24, 2022 Domain Adaptation Transfer Learning
— Unverified Adaptive Cross-Domain Learning for Generalizable Person Re-Identification Oct 23, 2022 Generalizable Person Re-identification Person Re-Identification
— Unverified OpenEarthMap: A Benchmark Dataset for Global High-Resolution Land Cover Mapping Oct 19, 2022 Domain Adaptation Neural Architecture Search
— Unverified Simple and Effective Unsupervised Speech Translation Oct 18, 2022 Domain Adaptation Machine Translation
— Unverified Self-Distillation for Unsupervised 3D Domain Adaptation Oct 15, 2022 Classification Domain Adaptation
— Unverified SAILOR: Scaling Anchors via Insights into Latent Object Representation Oct 14, 2022 3D Object Detection Domain Adaptation
Code Code Available Polycentric Clustering and Structural Regularization for Source-free Unsupervised Domain Adaptation Oct 14, 2022 Clustering Domain Adaptation
Code Code Available Hierarchical Instance Mixing across Domains in Aerial Segmentation Oct 12, 2022 Autonomous Driving Domain Adaptation
— Unverified Visual Prompt Tuning for Test-time Domain Adaptation Oct 10, 2022 Domain Adaptation Test-time Adaptation
— Unverified Unsupervised Domain Adaptive Fundus Image Segmentation with Few Labeled Source Data Oct 10, 2022 Domain Adaptation Image Segmentation
— Unverified 3D Reconstruction of Sculptures from Single Images via Unsupervised Domain Adaptation on Implicit Models Oct 9, 2022 3D Reconstruction Domain Adaptation
Code Code Available Unsupervised Cross-Modality Domain Adaptation for Vestibular Schwannoma Segmentation and Koos Grade Prediction based on Semi-Supervised Contrastive Learning Oct 9, 2022 Contrastive Learning Domain Adaptation
Code Code Available IDPL: Intra-subdomain adaptation adversarial learning segmentation method based on Dynamic Pseudo Labels Oct 7, 2022 Domain Adaptation Pseudo Label
— Unverified 