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 Augmentation based unsupervised domain adaptation Feb 23, 2022 Anomaly Detection Domain Adaptation
— Unverified Multi-Source Unsupervised Domain Adaptation via Pseudo Target Domain Feb 22, 2022 Domain Adaptation Multi-Source Unsupervised 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 Assessing the State of Self-Supervised Human Activity Recognition using Wearables Feb 22, 2022 Activity Recognition 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 Exploring Adversarially Robust Training for Unsupervised Domain Adaptation Feb 18, 2022 Adversarial Defense Adversarial Robustness
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 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 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 Beyond Deterministic Translation for Unsupervised Domain Adaptation Feb 15, 2022 Data Augmentation Domain Adaptation
Code Code Available Domain Adaptation with Representation Learning and Nonlinear Relation for Time Series Feb 15, 2022 Activity Recognition 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-Invariant Proposals based on a Balanced Domain Classifier for Object Detection Feb 12, 2022 Domain Adaptation domain classification
— Unverified Robust alignment of cross-session recordings of neural population activity by behaviour via unsupervised domain adaptation Feb 12, 2022 Brain Computer Interface Decoder
— 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 Integrated Multiscale Domain Adaptive YOLO Feb 7, 2022 Autonomous Driving Domain Adaptation
— Unverified Low-confidence Samples Matter for Domain Adaptation Feb 6, 2022 Contrastive Learning Domain Adaptation
Code Code Available Simulation-to-Reality domain adaptation for offline 3D object annotation on pointclouds with correlation alignment Feb 6, 2022 Autonomous Driving Domain Adaptation
— Unverified Malleable Agents for Re-Configurable Robotic Manipulators Feb 4, 2022 Deep Reinforcement Learning Domain Adaptation
— Unverified DeepSTAPLE: Learning to predict multimodal registration quality for unsupervised domain adaptation Feb 4, 2022 Domain Adaptation Image Registration
— Unverified Practical Imitation Learning in the Real World via Task Consistency Loss Feb 3, 2022 Domain Adaptation Imitation Learning
— Unverified Different Affordances on Facebook and SMS Text Messaging Do Not Impede Generalization of Language-Based Predictive Models Feb 3, 2022 Domain Adaptation
— Unverified The CORAL++ Algorithm for Unsupervised Domain Adaptation of Speaker Recogntion Feb 2, 2022 Domain Adaptation Speaker Recognition
— Unverified On Balancing Bias and Variance in Unsupervised Multi-Source-Free Domain Adaptation Feb 1, 2022 Domain Adaptation Source-Free Domain Adaptation
Code Code Available Multiple-Source Domain Adaptation via Coordinated Domain Encoders and Paired Classifiers Jan 28, 2022 Cross-Domain Text Classification Domain Adaptation
Code Code Available Shuffle Augmentation of Features from Unlabeled Data for Unsupervised Domain Adaptation Jan 28, 2022 Domain Adaptation Transfer Learning
— Unverified Unsupervised Domain Adaptation for Vestibular Schwannoma and Cochlea Segmentation via Semi-supervised Learning and Label Fusion Jan 25, 2022 Domain Adaptation Segmentation
— Unverified E-ADDA: Unsupervised Adversarial Domain Adaptation Enhanced by a New Mahalanobis Distance Loss for Smart Computing Jan 24, 2022 Domain Adaptation Out-of-Distribution Detection
— Unverified Deep Attention-Based Supernovae Classification of Multi-Band Light-Curves Jan 20, 2022 Classification Deep Attention
— Unverified Knowledge Sharing via Domain Adaptation in Customs Fraud Detection Jan 18, 2022 Domain Adaptation Fraud Detection
— Unverified A Privacy-Preserving Unsupervised Domain Adaptation Framework for Clinical Text Analysis Jan 18, 2022 Domain Adaptation Inference Attack
— Unverified Continual Coarse-to-Fine Domain Adaptation in Semantic Segmentation Jan 18, 2022 Domain Adaptation Knowledge Distillation
Code Code Available BDA-SketRet: Bi-Level Domain Adaptation for Zero-Shot SBIR Jan 17, 2022 Domain Adaptation Image Retrieval
— Unverified GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval Jan 16, 2022 Domain Adaptation Retrieval
— Unverified Unsupervised Reinforcement Adaptation for Class-Imbalanced TextClassification Jan 16, 2022 Domain Adaptation reinforcement-learning
— Unverified Robust Scatterer Number Density Segmentation of Ultrasound Images Jan 16, 2022 Domain Adaptation Multi-Task Learning
— Unverified LongChecker: Improving scientific claim verification by modeling full-abstract context Jan 16, 2022 Claim Verification Domain Adaptation
— Unverified Efficient Hierarchical Domain Adaptation for Pretrained Language Models Jan 16, 2022 Domain Adaptation Language Modeling
— Unverified Efficient Machine Translation Domain Adaptation Jan 16, 2022 Domain Adaptation Language Modeling
— Unverified XQA-DST: Multi-Domain and Multi-Lingual Dialogue State Tracking Jan 16, 2022 Cross-Lingual Transfer Dialogue State Tracking
— Unverified Improving both domain robustness and domain adaptability in machine translation Jan 16, 2022 Domain Adaptation Machine Translation
— Unverified Multi-Sparse-Domain Collaborative Recommendation via Enhanced Comprehensive Aspect Preference Learning Jan 16, 2022 Domain Adaptation Recommendation Systems
— Unverified 