Asymmetric Mutual Learning for Multi-source Unsupervised Sentiment Adaptation with Dynamic Feature Network Oct 1, 2022 Domain Adaptation Language Modeling
— Unverified Iterative Constrained Back-Translation for Unsupervised Domain Adaptation of Machine Translation Oct 1, 2022 Domain Adaptation Machine Translation
Code Code Available Summarizing Patients’ Problems from Hospital Progress Notes Using Pre-trained Sequence-to-Sequence Models Oct 1, 2022 Data Augmentation Diagnostic
— Unverified Domain Generalization for Text Classification with Memory-Based Supervised Contrastive Learning Oct 1, 2022 Contrastive Learning Cross-Domain Text Classification
Code Code Available Virtual Knowledge Graph Construction for Zero-Shot Domain-Specific Document Retrieval Oct 1, 2022 Domain Adaptation graph construction
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 Stacking Ensemble Learning in Deep Domain Adaptation for Ophthalmic Image Classification Sep 27, 2022 Domain Adaptation Ensemble Learning
— Unverified Improving Multilingual Neural Machine Translation System for Indic Languages Sep 27, 2022 Domain Adaptation Machine Translation
— Unverified Unsupervised Domain Adaptation with Histogram-gated Image Translation for Delayered IC Image Analysis Sep 27, 2022 Deep Learning Domain Adaptation
— Unverified Learning and Deploying Robust Locomotion Policies with Minimal Dynamics Randomization Sep 26, 2022 Deep Reinforcement Learning Domain Adaptation
— Unverified Ani-GIFs: A benchmark dataset for domain generalization of action recognition from GIFs Sep 26, 2022 Action Recognition Animated GIF Generation
— Unverified Towards Simple and Efficient Task-Adaptive Pre-training for Text Classification Sep 26, 2022 Domain Adaptation text-classification
— Unverified Towards Bridging the Space Domain Gap for Satellite Pose Estimation using Event Sensing Sep 24, 2022 Data Augmentation Domain Adaptation
— Unverified Unsupervised domain adaptation for speech recognition with unsupervised error correction Sep 24, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Open-Ended Diverse Solution Discovery with Regulated Behavior Patterns for Cross-Domain Adaptation Sep 24, 2022 Diversity Domain Adaptation
— Unverified DomainATM: Domain Adaptation Toolbox for Medical Data Analysis Sep 24, 2022 Domain Adaptation Medical Image Analysis
— Unverified TeST: Test-time Self-Training under Distribution Shift Sep 23, 2022 Domain Adaptation Image Segmentation
— Unverified Conversational QA Dataset Generation with Answer Revision Sep 23, 2022 Answer Generation Conversational Question Answering
— Unverified Enhancing Data Diversity for Self-training Based Unsupervised Cross-modality Vestibular Schwannoma and Cochlea Segmentation Sep 23, 2022 Diversity Domain Adaptation
— Unverified Zero-shot Domain Adaptation for Neural Machine Translation with Retrieved Phrase-level Prompts Sep 23, 2022 Domain Adaptation Machine Translation
— Unverified Robust Domain Adaptation for Machine Reading Comprehension Sep 23, 2022 Domain Adaptation Machine Reading Comprehension
— Unverified Deep Domain Adaptation for Detecting Bomb Craters in Aerial Images Sep 22, 2022 Deep Learning Domain Adaptation
— Unverified Can Shadows Reveal Biometric Information? Sep 21, 2022 Domain Adaptation
— Unverified AirFi: Empowering WiFi-based Passive Human Gesture Recognition to Unseen Environment via Domain Generalization Sep 21, 2022 Domain Adaptation Domain Generalization
— Unverified Consecutive Knowledge Meta-Adaptation Learning for Unsupervised Medical Diagnosis Sep 21, 2022 Domain Adaptation Medical Diagnosis
— Unverified Frequency Dropout: Feature-Level Regularization via Randomized Filtering Sep 20, 2022 Domain Adaptation image-classification
— Unverified Adversarial Bi-Regressor Network for Domain Adaptive Regression Sep 20, 2022 Domain Adaptation regression
— Unverified Provably Uncertainty-Guided Universal Domain Adaptation Sep 19, 2022 Domain Adaptation Universal Domain Adaptation
— Unverified The Royalflush System for VoxCeleb Speaker Recognition Challenge 2022 Sep 19, 2022 Clustering Domain Adaptation
— Unverified Deep Adaptation of Adult-Child Facial Expressions by Fusing Landmark Features Sep 18, 2022 Age-Invariant Face Recognition Classification
— Unverified Domain Classification-based Source-specific Term Penalization for Domain Adaptation in Hate-speech Detection Sep 18, 2022 Domain Adaptation domain classification
— Unverified 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 Continual Learning for Class- and Domain-Incremental Semantic Segmentation Sep 16, 2022 class-incremental learning Class Incremental Learning
— Unverified Balancing Transferability and Discriminability for Unsupervised Domain Adaptation. Sep 15, 2022 Domain Adaptation Representation Learning
— 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 High-resolution semantically-consistent image-to-image translation Sep 13, 2022 Domain Adaptation Image Segmentation
— Unverified Domain Adaptation for Question Answering via Question Classification Sep 12, 2022 Domain Adaptation General Classification
Code Code Available Unified State Representation Learning under Data Augmentation Sep 12, 2022 Data Augmentation Domain Adaptation
Code Code Available 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 Information Maximization for Extreme Pose Face Recognition Sep 7, 2022 Contrastive Learning Domain Adaptation
— Unverified G2L: A Global to Local Alignment Method for Unsupervised Domain Adaptive Semantic Segmentation Sep 7, 2022 Denoising Domain Adaptation
— Unverified Progressive Domain Adaptation with Contrastive Learning for Object Detection in the Satellite Imagery Sep 6, 2022 Contrastive Learning Domain Adaptation
— Unverified Domain Engineering for Applied Monocular Reconstruction of Parametric Faces Sep 6, 2022 Domain Adaptation Monocular Reconstruction
— Unverified Semi-Supervised Domain Adaptation by Similarity based Pseudo-label Injection Sep 5, 2022 Domain Adaptation Pseudo Label
Code Code Available Unsupervised Domain Adaptation via Style-Aware Self-intermediate Domain Sep 5, 2022 Domain Adaptation Transfer Learning
— Unverified Autonomous Cross Domain Adaptation under Extreme Label Scarcity Sep 4, 2022 Clustering Deep Clustering
Code Code Available Generalization in Neural Networks: A Broad Survey Sep 4, 2022 Domain Adaptation Domain Generalization
— Unverified 