Disfluency Detection with Unlabeled Data and Small BERT Models Apr 21, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Towards Corruption-Agnostic Robust Domain Adaptation Apr 21, 2021 Domain Adaptation
— Unverified Domain adaptation based self-correction model for COVID-19 infection segmentation in CT images Apr 20, 2021 Domain Adaptation Segmentation
Code Code Available Multiple Sclerosis Lesion Analysis in Brain Magnetic Resonance Images: Techniques and Clinical Applications Apr 20, 2021 Domain Adaptation Lesion Segmentation
— Unverified A New Class of Efficient Adaptive Filters for Online Nonlinear Modeling Apr 19, 2021 Acoustic echo cancellation Domain Adaptation
— Unverified DANICE: Domain adaptation without forgetting in neural image compression Apr 19, 2021 Domain Adaptation Image Compression
— Unverified The challenges of temporal alignment on Twitter during crises Apr 17, 2021 Domain Adaptation
Code Code Available Action Segmentation with Mixed Temporal Domain Adaptation Apr 15, 2021 Action Segmentation Domain Adaptation
— Unverified Iterative Alignment Flows Apr 15, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Recent Advances in Domain Adaptation for the Classification of Remote Sensing Data Apr 15, 2021 Classification Domain Adaptation
— Unverified Cross-domain Speech Recognition with Unsupervised Character-level Distribution Matching Apr 15, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available UDALM: Unsupervised Domain Adaptation through Language Modeling Apr 14, 2021 Domain Adaptation Language Modeling
Code Code Available Domain Adaptation and Multi-Domain Adaptation for Neural Machine Translation: A Survey Apr 14, 2021 Domain Adaptation Machine Translation
— Unverified CXR Segmentation by AdaIN-based Domain Adaptation and Knowledge Distillation Apr 13, 2021 Domain Adaptation Knowledge Distillation
Code Code Available Bridging the Gap Between Clean Data Training and Real-World Inference for Spoken Language Understanding Apr 13, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A Learnable Self-supervised Task for Unsupervised Domain Adaptation on Point Clouds Apr 12, 2021 Domain Adaptation Point Cloud Classification
— Unverified FreSaDa: A French Satire Data Set for Cross-Domain Satire Detection Apr 10, 2021 Articles Domain Adaptation
Code Code Available Post-Hoc Domain Adaptation via Guided Data Homogenization Apr 8, 2021 Deep Learning Domain Adaptation
Code Code Available Exploring Machine Speech Chain for Domain Adaptation and Few-Shot Speaker Adaptation Apr 8, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Synthetic training data generation for deep learning based quality inspection Apr 7, 2021 Deep Learning Defect Detection
— Unverified A Student-Teacher Architecture for Dialog Domain Adaptation under the Meta-Learning Setting Apr 6, 2021 Domain Adaptation Meta-Learning
— Unverified Latent Space Regularization for Unsupervised Domain Adaptation in Semantic Segmentation Apr 6, 2021 Autonomous Driving Clustering
Code Code Available Comparing CTC and LFMMI for out-of-domain adaptation of wav2vec 2.0 acoustic model Apr 6, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Acted vs. Improvised: Domain Adaptation for Elicitation Approaches in Audio-Visual Emotion Recognition Apr 5, 2021 Domain Adaptation Emotion Recognition
— Unverified Reducing Racial Bias in Facial Age Prediction using Unsupervised Domain Adaptation in Regression Apr 5, 2021 Domain Adaptation regression
— Unverified Information-theoretic regularization for Multi-source Domain Adaptation Apr 4, 2021 Domain Adaptation
— Unverified Deep Feature CycleGANs: Speaker Identity Preserving Non-parallel Microphone-Telephone Domain Adaptation for Speaker Verification Apr 3, 2021 Domain Adaptation Speaker Verification
— Unverified DARCNN: Domain Adaptive Region-based Convolutional Neural Network for Unsupervised Instance Segmentation in Biomedical Images Apr 3, 2021 Domain Adaptation Instance Segmentation
Code Code Available Unsupervised Domain Adaptation with Global and Local Graph Neural Networks in Limited Labeled Data Scenario: Application to Disaster Management Apr 3, 2021 Domain Adaptation Graph Neural Network
— Unverified Unsupervised Domain Expansion for Visual Categorization Apr 1, 2021 Domain Adaptation Knowledge Distillation
Code Code Available Multidomain Pretrained Language Models for Green NLP Apr 1, 2021 Domain Adaptation
Code Code Available On the Hidden Negative Transfer in Sequential Transfer Learning for Domain Adaptation from News to Tweets Apr 1, 2021 Chunking Domain Adaptation
— Unverified Pseudo-Label Guided Unsupervised Domain Adaptation of Contextual Embeddings Apr 1, 2021 Domain Adaptation Language Modeling
— Unverified Semi-Supervised Domain Adaptation via Selective Pseudo Labeling and Progressive Self-Training Apr 1, 2021 Domain Adaptation Representation Learning
— Unverified Domain-Adversarial Training of Self-Attention Based Networks for Land Cover Classification using Multi-temporal Sentinel-2 Satellite Imagery Apr 1, 2021 Crop Classification Domain Adaptation
— Unverified Domain adaptation in practice: Lessons from a real-world information extraction pipeline Apr 1, 2021 Domain Adaptation Link Prediction
— Unverified Domain Adaptation for NMT via Filtered Iterative Back-Translation Apr 1, 2021 Domain Adaptation Machine Translation
— Unverified Confidence Calibration for Domain Generalization under Covariate Shift Apr 1, 2021 Domain Adaptation Domain Generalization
— Unverified Training and Domain Adaptation for Supervised Text Segmentation Apr 1, 2021 Domain Adaptation Hierarchical Text Segmentation
— Unverified Using a Frustratingly Easy Domain and Tagset Adaptation for Creating Slavic Named Entity Recognition Systems Apr 1, 2021 Domain Adaptation Miscellaneous
Code Code Available DA-DETR: Domain Adaptive Detection Transformer with Information Fusion Mar 31, 2021 Domain Adaptation Object
— Unverified Joint Learning of Neural Transfer and Architecture Adaptation for Image Recognition Mar 31, 2021 Age Estimation Domain Adaptation
— Unverified Physics-based Differentiable Depth Sensor Simulation Mar 30, 2021 Domain Adaptation Pose Estimation
— Unverified Source-Free Domain Adaptation for Semantic Segmentation Mar 30, 2021 Domain Adaptation Segmentation
— Unverified Geometric Unsupervised Domain Adaptation for Semantic Segmentation Mar 30, 2021 Depth Estimation Depth Prediction
— Unverified Domain-robust VQA with diverse datasets and methods but no target labels Mar 29, 2021 Domain Adaptation Object Recognition
— Unverified Adaptive Pseudo-Label Refinement by Negative Ensemble Learning for Source-Free Unsupervised Domain Adaptation Mar 29, 2021 Domain Adaptation Ensemble Learning
— Unverified Category-Adaptive Domain Adaptation for Semantic Segmentation Mar 29, 2021 Domain Adaptation Self-Supervised Learning
— Unverified Unsupervised Robust Domain Adaptation without Source Data Mar 26, 2021 Domain Adaptation image-classification
— Unverified Contrastive Domain Adaptation Mar 26, 2021 Contrastive Learning Domain Adaptation
— Unverified 