Low-Cost On-device Partial Domain Adaptation (LoCO-PDA): Enabling efficient CNN retraining on edge devices Mar 1, 2022 Domain Adaptation Partial Domain Adaptation
— Unverified Bridge the Gap between Supervised and Unsupervised Learning for Fine-Grained Classification Mar 1, 2022 Clustering Contrastive Learning
— Unverified Global-Local Regularization Via Distributional Robustness Mar 1, 2022 Adversarial Robustness Domain Adaptation
Code Code Available Causal Domain Adaptation with Copula Entropy based Conditional Independence Test Feb 27, 2022 Causal Discovery Domain Adaptation
Code Code Available A Simple but Effective Pluggable Entity Lookup Table for Pre-trained Language Models Feb 27, 2022 Domain Adaptation
Code Code Available Attention-based Cross-Layer Domain Alignment for Unsupervised Domain Adaptation Feb 27, 2022 Domain Adaptation Semantic Similarity
— Unverified BioADAPT-MRC: Adversarial Learning-based Domain Adaptation Improves Biomedical Machine Reading Comprehension Task Feb 26, 2022 Domain Adaptation Machine Reading Comprehension
Code Code Available Domain Adaptation: the Key Enabler of Neural Network Equalizers in Coherent Optical Systems Feb 25, 2022 Domain Adaptation
— Unverified Towards Unsupervised Domain Adaptation via Domain-Transformer Feb 24, 2022 Domain Adaptation Generalization Bounds
— Unverified DoCoGen: Domain Counterfactual Generation for Low Resource Domain Adaptation Feb 24, 2022 counterfactual Domain Adaptation
Code Code Available SMILE: Sequence-to-Sequence Domain Adaption with Minimizing Latent Entropy for Text Image Recognition Feb 24, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Temporal Convolution Domain Adaptation Learning for Crops Growth Prediction Feb 24, 2022 Domain Adaptation Prediction
— Unverified Attentive Temporal Pooling for Conformer-based Streaming Language Identification in Long-form Speech Feb 24, 2022 Domain Adaptation Form
— Unverified Augmentation based unsupervised domain adaptation Feb 23, 2022 Anomaly Detection Domain Adaptation
— Unverified Assessing the State of Self-Supervised Human Activity Recognition using Wearables Feb 22, 2022 Activity Recognition Domain Adaptation
— Unverified Deep learning based domain adaptation for mitochondria segmentation on EM volumes Feb 22, 2022 Domain Adaptation Self-Supervised Learning
Code Code Available Combating Distribution Shift for Accurate Time Series Forecasting via Hypernetworks Feb 22, 2022 Domain Adaptation Time Series
Code Code Available Multi-Source Unsupervised Domain Adaptation via Pseudo Target Domain Feb 22, 2022 Domain Adaptation Multi-Source Unsupervised Domain Adaptation
— Unverified Domain Adaptation in Neural Machine Translation using a Qualia-Enriched FrameNet Feb 21, 2022 Domain Adaptation Machine Translation
— Unverified Domain-Augmented Domain Adaptation Feb 21, 2022 Domain Adaptation Transfer Learning
— Unverified Enhancing Affective Representations of Music-Induced EEG through Multimodal Supervision and latent Domain Adaptation Feb 20, 2022 Domain Adaptation EEG
Code Code Available BP-Triplet Net for Unsupervised Domain Adaptation: A Bayesian Perspective Feb 19, 2022 Domain Adaptation Metric Learning
— Unverified Priming Cross-Session Motor Imagery Classification with A Universal Deep Domain Adaptation Framework Feb 19, 2022 Brain Computer Interface Domain Adaptation
Code Code Available Domain Adaptation of low-resource Target-Domain models using well-trained ASR Conformer Models Feb 18, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified EF-Train: Enable Efficient On-device CNN Training on FPGA Through Data Reshaping for Online Adaptation or Personalization Feb 18, 2022 Domain Adaptation
— Unverified Echo-aware Adaptation of Sound Event Localization and Detection in Unknown Environments Feb 18, 2022 Domain Adaptation Sound Event Localization and Detection
Code Code Available REFUGE2 Challenge: A Treasure Trove for Multi-Dimension Analysis and Evaluation in Glaucoma Screening Feb 18, 2022 Domain Adaptation Optic Disc Segmentation
— Unverified Exploring Adversarially Robust Training for Unsupervised Domain Adaptation Feb 18, 2022 Adversarial Defense Adversarial Robustness
Code Code Available Domain Adaptation for Underwater Image Enhancement via Content and Style Separation Feb 17, 2022 Domain Adaptation Image Enhancement
Code Code Available RemixIT: Continual self-training of speech enhancement models via bootstrapped remixing Feb 17, 2022 Domain Adaptation Speech Enhancement
Code Code Available Learning to Generalize across Domains on Single Test Samples Feb 16, 2022 Bayesian Inference Domain Adaptation
Code Code Available Cleaning Noisy Labels by Negative Ensemble Learning for Source-Free Unsupervised Domain Adaptation Feb 15, 2022 Domain Adaptation Ensemble Learning
— Unverified Domain Adaptation with Representation Learning and Nonlinear Relation for Time Series Feb 15, 2022 Activity Recognition Domain Adaptation
Code Code Available Beyond Deterministic Translation for Unsupervised Domain Adaptation Feb 15, 2022 Data Augmentation Domain Adaptation
Code Code Available Sim-to-Real Domain Adaptation for Lane Detection and Classification in Autonomous Driving Feb 15, 2022 Autonomous Driving Classification
Code Code Available A Differential Entropy Estimator for Training Neural Networks Feb 14, 2022 Domain Adaptation
Code Code Available Domain Adaptation via Prompt Learning Feb 14, 2022 Domain Adaptation Prompt Learning
Code Code Available D2ADA: Dynamic Density-aware Active Domain Adaptation for Semantic Segmentation Feb 14, 2022 Active Learning Domain Adaptation
Code Code Available Improving Molecular Representation Learning with Metric Learning-enhanced Optimal Transport Feb 13, 2022 Domain Adaptation Metric Learning
Code Code Available Source-Free Progressive Graph Learning for Open-Set Domain Adaptation Feb 13, 2022 Action Recognition Domain Adaptation
Code Code Available Robust alignment of cross-session recordings of neural population activity by behaviour via unsupervised domain adaptation Feb 12, 2022 Brain Computer Interface Decoder
— Unverified Domain-Invariant Proposals based on a Balanced Domain Classifier for Object Detection Feb 12, 2022 Domain Adaptation domain classification
— Unverified Positive-Unlabeled Domain Adaptation Feb 11, 2022 Domain Adaptation Object Recognition
— Unverified Domain Adversarial Training: A Game Perspective Feb 10, 2022 Domain Adaptation
— Unverified Amplitude Spectrum Transformation for Open Compound Domain Adaptive Semantic Segmentation Feb 9, 2022 Disentanglement Domain Adaptation
— Unverified Cost-effective Framework for Gradual Domain Adaptation with Multifidelity Feb 9, 2022 Domain Adaptation
Code Code Available Graph-Relational Domain Adaptation Feb 8, 2022 Domain Adaptation
Code Code Available Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Traffic Forecasting across Cities Feb 8, 2022 Domain Adaptation Graph Mining
Code Code Available Integrated Multiscale Domain Adaptive YOLO Feb 7, 2022 Autonomous Driving Domain Adaptation
— Unverified Structured Time Series Prediction without Structural Prior Feb 7, 2022 Domain Adaptation Prediction
Code Code Available 