Cross-Modality Domain Adaptation for Freespace Detection: A Simple yet Effective Baseline Oct 6, 2022 Autonomous Driving Domain Adaptation
— Unverified Unsupervised Domain Adaptation for COVID-19 Information Service with Contrastive Adversarial Domain Mixup Oct 6, 2022 Contrastive Learning Domain Adaptation
— Unverified WUDA: Unsupervised Domain Adaptation Based on Weak Source Domain Labels Oct 5, 2022 Domain Adaptation Image Segmentation
Code Code Available Unsupervised domain adaptation using feature aligned maximum classifier discrepancy Oct 3, 2022 Domain Adaptation image-classification
— Unverified A Reproducible and Realistic Evaluation of Partial Domain Adaptation Methods Oct 3, 2022 Domain Adaptation Model Selection
— Unverified Information-Theoretic Analysis of Unsupervised Domain Adaptation Oct 3, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Fast OT for Latent Domain Adaptation Oct 2, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Iterative Constrained Back-Translation for Unsupervised Domain Adaptation of Machine Translation Oct 1, 2022 Domain Adaptation Machine Translation
Code Code Available 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 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 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 Memory Consistent Unsupervised Off-the-Shelf Model Adaptation for Source-Relaxed Medical Image Segmentation Sep 16, 2022 Brain Tumor Segmentation Domain Adaptation
— Unverified Noise transfer for unsupervised domain adaptation of retinal OCT images Sep 16, 2022 Domain Adaptation Semantic Segmentation
Code Code Available Balancing Transferability and Discriminability for Unsupervised Domain Adaptation. Sep 15, 2022 Domain Adaptation Representation Learning
— Unverified High-resolution semantically-consistent image-to-image translation Sep 13, 2022 Domain Adaptation Image Segmentation
— Unverified A Novel Unsupervised Domain Adaption Method for Depth-Guided Semantic Segmentation Using Coarse-to-Fine Alignment Sep 13, 2022 Depth Estimation Domain Adaptation
— 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 User Satisfaction Modeling with Domain Adaptation in Task-oriented Dialogue Systems Sep 1, 2022 Action Recognition Domain Adaptation
— Unverified Unsupervised Domain Adaptation on Question-Answering System with Conversation Data Sep 1, 2022 Domain Adaptation Machine Reading Comprehension
— Unverified AWADA: Attention-Weighted Adversarial Domain Adaptation for Object Detection Aug 31, 2022 Domain Adaptation Object
— Unverified Transfering Low-Frequency Features for Domain Adaptation Aug 31, 2022 Domain Adaptation image-classification
— Unverified Feature Alignment by Uncertainty and Self-Training for Source-Free Unsupervised Domain Adaptation Aug 31, 2022 Data Augmentation Domain Adaptation
— Unverified Constraining Pseudo-label in Self-training Unsupervised Domain Adaptation with Energy-based Model Aug 26, 2022 Domain Adaptation image-classification
— Unverified Consistency Regularization for Domain Adaptation Aug 23, 2022 Domain Adaptation Self-Learning
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 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 Unsupervised Domain Adaptation for Segmentation with Black-box Source Model Aug 16, 2022 Domain Adaptation Knowledge Distillation
— Unverified Deep Unsupervised Domain Adaptation: A Review of Recent Advances and Perspectives Aug 15, 2022 Domain Adaptation Domain Generalization
— Unverified Continual Unsupervised Domain Adaptation for Semantic Segmentation using a Class-Specific Transfer Aug 12, 2022 Data Augmentation Domain Adaptation
— Unverified Dual Domain-Adversarial Learning for Audio-Visual Saliency Prediction Aug 10, 2022 Domain Adaptation Prediction
— Unverified Leveraging Endo- and Exo-Temporal Regularization for Black-box Video Domain Adaptation Aug 10, 2022 Action Recognition Domain Adaptation
— Unverified Unsupervised Domain Adaptation for Point Cloud Semantic Segmentation via Graph Matching Aug 9, 2022 Domain Adaptation Graph Matching
— Unverified Vernacular Search Query Translation with Unsupervised Domain Adaptation Aug 7, 2022 Cross-Lingual Information Retrieval Domain Adaptation
— Unverified Joint Attention-Driven Domain Fusion and Noise-Tolerant Learning for Multi-Source Domain Adaptation Aug 5, 2022 Domain Adaptation Multi-Source Unsupervised Domain Adaptation
— Unverified Making the Best of Both Worlds: A Domain-Oriented Transformer for Unsupervised Domain Adaptation Aug 2, 2022 Domain Adaptation Pseudo Label
Code Code Available Simplex Clustering via sBeta with Applications to Online Adjustment of Black-Box Predictions Jul 30, 2022 Clustering Descriptive
Code Code Available 