Towards Understanding GD with Hard and Conjugate Pseudo-labels for Test-Time Adaptation Oct 18, 2022 Binary Classification Domain Adaptation
— Unverified Enabling Heterogeneous Domain Adaptation in Multi-inhabitants Smart Home Activity Learning Oct 18, 2022 Domain Adaptation Semi-supervised Domain Adaptation
— Unverified Real-Time Multi-Modal Semantic Fusion on Unmanned Aerial Vehicles with Label Propagation for Cross-Domain Adaptation Oct 18, 2022 Domain Adaptation Image Segmentation
— Unverified DI-NIDS: Domain Invariant Network Intrusion Detection System Oct 15, 2022 Domain Adaptation Intrusion Detection
— Unverified Self-Distillation for Unsupervised 3D Domain Adaptation Oct 15, 2022 Classification Domain Adaptation
— Unverified Learning Invariant Representation and Risk Minimized for Unsupervised Accent Domain Adaptation Oct 15, 2022 Domain Adaptation Representation Learning
— Unverified Attention Regularized Laplace Graph for Domain Adaptation Oct 15, 2022 Domain Adaptation Graph Embedding
— Unverified SAILOR: Scaling Anchors via Insights into Latent Object Representation Oct 14, 2022 3D Object Detection Domain Adaptation
Code Code Available Synthetic-to-real Composite Semantic Segmentation in Additive Manufacturing Oct 14, 2022 Dataset Generation Domain Adaptation
— Unverified Segmentation-guided Domain Adaptation for Efficient Depth Completion Oct 14, 2022 Depth Completion Domain Adaptation
— Unverified Self-Supervised 2D/3D Registration for X-Ray to CT Image Fusion Oct 14, 2022 Domain Adaptation
— Unverified Polycentric Clustering and Structural Regularization for Source-free Unsupervised Domain Adaptation Oct 14, 2022 Clustering Domain Adaptation
Code Code Available Q-TOD: A Query-driven Task-oriented Dialogue System Oct 14, 2022 Domain Adaptation Response Generation
Code Code Available Mention Annotations Alone Enable Efficient Domain Adaptation for Coreference Resolution Oct 14, 2022 coreference-resolution Coreference Resolution
Code Code Available Learning with Style: Continual Semantic Segmentation Across Tasks and Domains Oct 13, 2022 Autonomous Driving class-incremental learning
— Unverified Reducing Annotation Effort by Identifying and Labeling Contextually Diverse Classes for Semantic Segmentation Under Domain Shift Oct 13, 2022 Active Learning Domain Adaptation
Code Code Available Hierarchical Instance Mixing across Domains in Aerial Segmentation Oct 12, 2022 Autonomous Driving Domain Adaptation
— Unverified Deep Spectro-temporal Artifacts for Detecting Synthesized Speech Oct 11, 2022 Data Augmentation Domain Adaptation
— Unverified DA-VSR: Domain Adaptable Volumetric Super-Resolution For Medical Images Oct 11, 2022 Domain Adaptation Image Super-Resolution
— 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 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 3D Reconstruction of Sculptures from Single Images via Unsupervised Domain Adaptation on Implicit Models Oct 9, 2022 3D Reconstruction 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 Improving the Sample Efficiency of Prompt Tuning with Domain Adaptation Oct 6, 2022 Domain Adaptation Language Modeling
Code Code Available Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering Oct 6, 2022 Domain Adaptation Information Retrieval
— Unverified Unsupervised Domain Adaptation for COVID-19 Information Service with Contrastive Adversarial Domain Mixup Oct 6, 2022 Contrastive Learning Domain Adaptation
— Unverified Damage Control During Domain Adaptation for Transducer Based Automatic Speech Recognition Oct 6, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Cross-Modality Domain Adaptation for Freespace Detection: A Simple yet Effective Baseline Oct 6, 2022 Autonomous Driving Domain Adaptation
— Unverified Time Will Change Things: An Empirical Study on Dynamic Language Understanding in Social Media Classification Oct 6, 2022 Domain Adaptation Natural Language Understanding
— Unverified Domain Adaptation for Unknown Image Distortions in Instance Segmentation Oct 5, 2022 Autonomous Driving Domain Adaptation
— Unverified WUDA: Unsupervised Domain Adaptation Based on Weak Source Domain Labels Oct 5, 2022 Domain Adaptation Image Segmentation
Code Code Available Jitter Does Matter: Adapting Gaze Estimation to New Domains Oct 5, 2022 Adversarial Attack Contrastive Learning
— Unverified Robust Target Training for Multi-Source Domain Adaptation Oct 4, 2022 Domain Adaptation
Code Code Available The (In)Effectiveness of Intermediate Task Training For Domain Adaptation and Cross-Lingual Transfer Learning Oct 3, 2022 Cross-Lingual Transfer Domain Adaptation
— Unverified On The Effects Of Data Normalisation For Domain Adaptation On EEG Data Oct 3, 2022 Brain Computer Interface Domain Adaptation
— Unverified An Analysis of RF Transfer Learning Behavior Using Synthetic Data Oct 3, 2022 Domain Adaptation Transfer Learning
— Unverified Information-Theoretic Analysis of Unsupervised Domain Adaptation Oct 3, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified 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 Fast OT for Latent Domain Adaptation Oct 2, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Leveraging unsupervised data and domain adaptation for deep regression in low-cost sensor calibration Oct 2, 2022 Domain Adaptation regression
Code Code Available Can Data Diversity Enhance Learning Generalization? Oct 1, 2022 Diversity Domain Adaptation
— Unverified HwTscSU’s Submissions on WAT 2022 Shared Task Oct 1, 2022 Domain Adaptation NMT
— Unverified Nested Named Entity Recognition as Corpus Aware Holistic Structure Parsing Oct 1, 2022 Domain Adaptation named-entity-recognition
— 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 A Two Stage Adaptation Framework for Frame Detection via Prompt Learning Oct 1, 2022 Domain Adaptation Prompt Learning
Code Code Available Asymmetric Mutual Learning for Multi-source Unsupervised Sentiment Adaptation with Dynamic Feature Network Oct 1, 2022 Domain Adaptation Language Modeling
— Unverified Summarizing Patients’ Problems from Hospital Progress Notes Using Pre-trained Sequence-to-Sequence Models Oct 1, 2022 Data Augmentation Diagnostic
— Unverified 