LLEDA -- Lifelong Self-Supervised Domain Adaptation Nov 12, 2022 Domain Adaptation Hippocampus
— Unverified Hardness-guided domain adaptation to recognise biomedical named entities under low-resource scenarios Nov 11, 2022 Domain Adaptation
— Unverified Prompt Learning for Domain Adaptation in Task-Oriented Dialogue Nov 10, 2022 Domain Adaptation intent-classification
— Unverified Syntax-Guided Domain Adaptation for Aspect-based Sentiment Analysis Nov 10, 2022 Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
— Unverified Adaptive Multi-Corpora Language Model Training for Speech Recognition Nov 9, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— 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 Few-shot Image Generation with Diffusion Models Nov 7, 2022 Denoising Diversity
Code Code Available Node-wise Domain Adaptation Based on Transferable Attention for Recognizing Road Rage via EEG Nov 6, 2022 Domain Adaptation EEG
Code Code Available On the Domain Adaptation and Generalization of Pretrained Language Models: A Survey Nov 6, 2022 Domain Adaptation Model Optimization
— Unverified MiddleGAN: Generate Domain Agnostic Samples for Unsupervised Domain Adaptation Nov 6, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Privacy-Preserving Models for Legal Natural Language Processing Nov 5, 2022 Domain Adaptation Privacy Preserving
Code Code Available Coarse-to-fine Knowledge Graph Domain Adaptation based on Distantly-supervised Iterative Training Nov 5, 2022 Domain Adaptation GRAPH DOMAIN ADAPTATION
— Unverified Domain Adaptation under Missingness Shift Nov 3, 2022 Domain Adaptation
Code Code Available A Fuzzy-set-based Joint Distribution Adaptation Method for Regression and its Application to Online Damage Quantification for Structural Digital Twin Nov 3, 2022 Domain Adaptation regression
— Unverified Continual Learning of Neural Machine Translation within Low Forgetting Risk Regions Nov 3, 2022 Continual Learning Domain Adaptation
Code Code Available Unsupervised Model Adaptation for Source-free Segmentation of Medical Images Nov 2, 2022 Domain Adaptation Image Segmentation
— Unverified Internal Language Model Estimation based Adaptive Language Model Fusion for Domain Adaptation Nov 2, 2022 Domain Adaptation Language Modeling
— Unverified Improving Cause-of-Death Classification from Verbal Autopsy Reports Oct 31, 2022 Classification Domain Adaptation
— Unverified Distributionally Robust Domain Adaptation Oct 30, 2022 Domain Adaptation
— Unverified Single-Shot Domain Adaptation via Target-Aware Generative Augmentation Oct 29, 2022 Attribute Domain Adaptation
Code Code Available Domain Adaptation of Machine Translation with Crowdworkers Oct 28, 2022 Domain Adaptation Machine Translation
— Unverified Subsidiary Prototype Alignment for Universal Domain Adaptation Oct 28, 2022 Domain Adaptation Object Recognition
— Unverified Stanceosaurus: Classifying Stance Towards Multilingual Misinformation Oct 28, 2022 Domain Adaptation Fact Checking
— Unverified Joint Semantic Transfer Network for IoT Intrusion Detection Oct 28, 2022 Computational Efficiency Domain Adaptation
— Unverified Iterative pseudo-forced alignment by acoustic CTC loss for self-supervised ASR domain adaptation Oct 27, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available A few-shot learning approach with domain adaptation for personalized real-life stress detection in close relationships Oct 27, 2022 Domain Adaptation Few-Shot Learning
Code Code Available Robust Monocular Localization of Drones by Adapting Domain Maps to Depth Prediction Inaccuracies Oct 27, 2022 Deep Learning Depth Estimation
— Unverified Robust Domain Adaptation for Pre-trained Multilingual Neural Machine Translation Models Oct 26, 2022 Domain Adaptation Machine Translation
— Unverified Efficient Utilization of Large Pre-Trained Models for Low Resource ASR Oct 26, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified On Fine-Tuned Deep Features for Unsupervised Domain Adaptation Oct 25, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Revisiting Softmax for Uncertainty Approximation in Text Classification Oct 25, 2022 Classification Domain Adaptation
— Unverified Embedding neurophysiological signals Oct 25, 2022 Brain Computer Interface Domain Adaptation
Code Code Available Adversarial Domain Adaptation for Action Recognition Around the Clock Oct 25, 2022 Action Classification Action Recognition
— Unverified Parameter-Efficient Legal Domain Adaptation Oct 25, 2022 Domain Adaptation
— Unverified WDA-Net: Weakly-Supervised Domain Adaptive Segmentation of Electron Microscopy Oct 24, 2022 Domain Adaptation Segmentation
Code Code Available IT-RUDA: Information Theory Assisted Robust Unsupervised Domain Adaptation Oct 24, 2022 Domain Adaptation Transfer Learning
— Unverified Theoretical Guarantees for Domain Adaptation with Hierarchical Optimal Transport Oct 24, 2022 Domain Adaptation Generalization Bounds
— Unverified Manifold Alignment with Label Information Oct 23, 2022 Domain Adaptation Transfer Learning
— Unverified Deep domain adaptation for polyphonic melody extraction Oct 22, 2022 Domain Adaptation Information Retrieval
— Unverified Comparing Machine Learning Techniques for Alfalfa Biomass Yield Prediction Oct 20, 2022 Domain Adaptation feature selection
Code Code Available Deep-based quality assessment of medical images through domain adaptation Oct 19, 2022 Decision Making Domain Adaptation
— Unverified OpenEarthMap: A Benchmark Dataset for Global High-Resolution Land Cover Mapping Oct 19, 2022 Domain Adaptation Neural Architecture Search
— Unverified Variational Model Perturbation for Source-Free Domain Adaptation Oct 19, 2022 Bayesian Inference Domain Adaptation
Code Code Available Learning Transferable Adversarial Robust Representations via Multi-view Consistency Oct 19, 2022 Adversarial Attack Adversarial Robustness
— Unverified QA Domain Adaptation using Hidden Space Augmentation and Self-Supervised Contrastive Adaptation Oct 19, 2022 Contrastive Learning Data Augmentation
Code Code Available Domain Adaptation in 3D Object Detection with Gradual Batch Alternation Training Oct 18, 2022 3D Object Detection Autonomous Driving
— Unverified Towards Understanding GD with Hard and Conjugate Pseudo-labels for Test-Time Adaptation Oct 18, 2022 Binary Classification Domain Adaptation
— Unverified Towards Domain-Independent Supervised Discourse Parsing Through Gradient Boosting Oct 18, 2022 Discourse Parsing Domain Adaptation
— Unverified Semi-Supervised Domain Adaptation with Auto-Encoder via Simultaneous Learning Oct 18, 2022 Domain Adaptation Semi-supervised Domain Adaptation
— Unverified 