Unsupervised domain adaptation using feature aligned maximum classifier discrepancy Oct 3, 2022 Domain Adaptation image-classification
— Unverified Information-Theoretic Analysis of Unsupervised Domain Adaptation Oct 3, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified A Reproducible and Realistic Evaluation of Partial Domain Adaptation Methods Oct 3, 2022 Domain Adaptation Model Selection
— Unverified A Multi Camera Unsupervised Domain Adaptation Pipeline for Object Detection in Cultural Sites through Adversarial Learning and Self-Training Oct 3, 2022 Domain Adaptation Multi-target Domain Adaptation
Code Code Available Fast OT for Latent Domain Adaptation Oct 2, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Using Language Models to Improve Rule-based Linguistic Annotation of Modern Historical Japanese Corpora Oct 1, 2022 Dependency Parsing Domain Adaptation
Code Code Available Unsupervised Domain Adaptation for Text Classification via Meta Self-Paced Learning Oct 1, 2022 Domain Adaptation Meta-Learning
— Unverified Iterative Constrained Back-Translation for Unsupervised Domain Adaptation of Machine Translation Oct 1, 2022 Domain Adaptation Machine Translation
Code Code Available Multi-Prompt Alignment for Multi-Source Unsupervised Domain Adaptation Sep 30, 2022 Domain Adaptation Multi-Source Unsupervised Domain Adaptation
Code Code Available Increasing Model Generalizability for Unsupervised Domain Adaptation Sep 29, 2022 Domain Adaptation image-classification
— Unverified Exploiting Instance-based Mixed Sampling via Auxiliary Source Domain Supervision for Domain-adaptive Action Detection Sep 28, 2022 Action Detection Domain Adaptation
Code Code Available Unsupervised Domain Adaptation with Histogram-gated Image Translation for Delayered IC Image Analysis Sep 27, 2022 Deep Learning Domain Adaptation
— Unverified Unsupervised domain adaptation for speech recognition with unsupervised error correction Sep 24, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Enhancing Data Diversity for Self-training Based Unsupervised Cross-modality Vestibular Schwannoma and Cochlea Segmentation Sep 23, 2022 Diversity Domain Adaptation
— Unverified Consecutive Knowledge Meta-Adaptation Learning for Unsupervised Medical Diagnosis Sep 21, 2022 Domain Adaptation Medical Diagnosis
— Unverified Provably Uncertainty-Guided Universal Domain Adaptation Sep 19, 2022 Domain Adaptation Universal Domain Adaptation
— Unverified 3D-PL: Domain Adaptive Depth Estimation with 3D-aware Pseudo-Labeling Sep 19, 2022 Depth Estimation Domain Adaptation
Code Code Available Noise transfer for unsupervised domain adaptation of retinal OCT images Sep 16, 2022 Domain Adaptation Semantic Segmentation
Code Code Available Memory Consistent Unsupervised Off-the-Shelf Model Adaptation for Source-Relaxed Medical Image Segmentation Sep 16, 2022 Brain Tumor Segmentation Domain Adaptation
— Unverified Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation Sep 16, 2022 Domain Adaptation Image-to-Image Translation
Code Code Available Balancing Transferability and Discriminability for Unsupervised Domain Adaptation. Sep 15, 2022 Domain Adaptation Representation Learning
— Unverified Learning from Future: A Novel Self-Training Framework for Semantic Segmentation Sep 15, 2022 Pseudo Label Semantic Segmentation
Code Code Available Viewer-Centred Surface Completion for Unsupervised Domain Adaptation in 3D Object Detection Sep 14, 2022 3D Object Detection Autonomous Driving
Code Code Available A Novel Unsupervised Domain Adaption Method for Depth-Guided Semantic Segmentation Using Coarse-to-Fine Alignment Sep 13, 2022 Depth Estimation Domain Adaptation
— Unverified High-resolution semantically-consistent image-to-image translation Sep 13, 2022 Domain Adaptation Image Segmentation
— Unverified Unsupervised Domain Adaptation for Extra Features in the Target Domain Using Optimal Transport Sep 10, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified PoliTO-IIT-CINI Submission to the EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge for Action Recognition Sep 9, 2022 Action Recognition Domain Adaptation
— Unverified G2L: A Global to Local Alignment Method for Unsupervised Domain Adaptive Semantic Segmentation Sep 7, 2022 Denoising Domain Adaptation
— Unverified Unsupervised Domain Adaptation via Style-Aware Self-intermediate Domain Sep 5, 2022 Domain Adaptation Transfer Learning
— Unverified Source-Free Unsupervised Domain Adaptation with Norm and Shape Constraints for Medical Image Segmentation Sep 3, 2022 Domain Adaptation Image Segmentation
— Unverified Unsupervised Domain Adaptation on Question-Answering System with Conversation Data Sep 1, 2022 Domain Adaptation Machine Reading Comprehension
— Unverified User Satisfaction Modeling with Domain Adaptation in Task-oriented Dialogue Systems Sep 1, 2022 Action Recognition Domain Adaptation
— Unverified Enabling Country-Scale Land Cover Mapping with Meter-Resolution Satellite Imagery Sep 1, 2022 Domain Adaptation Land Cover Classification
Code Code Available AWADA: Attention-Weighted Adversarial Domain Adaptation for Object Detection Aug 31, 2022 Domain Adaptation Object
— Unverified Feature Alignment by Uncertainty and Self-Training for Source-Free Unsupervised Domain Adaptation Aug 31, 2022 Data Augmentation Domain Adaptation
— Unverified Transfering Low-Frequency Features for Domain Adaptation Aug 31, 2022 Domain Adaptation image-classification
— Unverified Uncertainty-Induced Transferability Representation for Source-Free Unsupervised Domain Adaptation Aug 30, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available CLUDA : Contrastive Learning in Unsupervised Domain Adaptation for Semantic Segmentation Aug 27, 2022 Contrastive Learning Domain Adaptation
Code Code Available Constraining Pseudo-label in Self-training Unsupervised Domain Adaptation with Energy-based Model Aug 26, 2022 Domain Adaptation image-classification
— Unverified Domain Adaptation with Adversarial Training on Penultimate Activations Aug 26, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Consistency Regularization for Domain Adaptation Aug 23, 2022 Domain Adaptation Self-Learning
Code Code Available Threshold-adaptive Unsupervised Focal Loss for Domain Adaptation of Semantic Segmentation Aug 23, 2022 Data Augmentation Domain Adaptation
Code Code Available Depth-Assisted ResiDualGAN for Cross-Domain Aerial Images Semantic Segmentation Aug 21, 2022 Domain Adaptation Segmentation
Code Code Available Cross-Domain Evaluation of a Deep Learning-Based Type Inference System Aug 19, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Domain Camera Adaptation and Collaborative Multiple Feature Clustering for Unsupervised Person Re-ID Aug 18, 2022 Clustering Domain Adaptation
— Unverified ATPL: Mutually enhanced adversarial training and pseudo labeling for unsupervised domain adaptation Aug 17, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified LAMA-Net: Unsupervised Domain Adaptation via Latent Alignment and Manifold Learning for RUL Prediction Aug 17, 2022 Decoder Domain Adaptation
— Unverified Unsupervised domain adaptation semantic segmentation of high-resolution remote sensing imagery with invariant domain-level prototype memory Aug 16, 2022 Domain Adaptation Pseudo Label
Code Code Available Introducing Intermediate Domains for Effective Self-Training during Test-Time Aug 16, 2022 Domain Adaptation Scene Segmentation
— Unverified Subtype-Aware Dynamic Unsupervised Domain Adaptation Aug 16, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified 