Dual-Correction Adaptation Network for Noisy Knowledge Transfer Jul 10, 2022 Domain Adaptation Transfer Learning
— Unverified Domain Adaptation Under Behavioral and Temporal Shifts for Natural Time Series Mobile Activity Recognition Jul 10, 2022 Activity Recognition Contrastive Learning
Code Code Available Domain Alignment Meets Fully Test-Time Adaptation Jul 9, 2022 Domain Adaptation Test-time Adaptation
Code Code Available Unsupervised Domain Adaptive Fundus Image Segmentation with Category-level Regularization Jul 8, 2022 Domain Adaptation Image Segmentation
Code Code Available Domain Adapting Deep Reinforcement Learning for Real-world Speech Emotion Recognition Jul 7, 2022 Cross-corpus Deep Reinforcement Learning
— Unverified Adaptation of Surgical Activity Recognition Models Across Operating Rooms Jul 7, 2022 Activity Recognition Domain Adaptation
— Unverified Harnessing Out-Of-Distribution Examples via Augmenting Content and Style Jul 7, 2022 Data Augmentation Disentanglement
Code Code Available EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge for Action Recognition 2022: Team HNU-FPV Technical Report Jul 7, 2022 Action Recognition Domain Adaptation
— Unverified Semi-Perspective Decoupled Heatmaps for 3D Robot Pose Estimation from Depth Maps Jul 6, 2022 2D Human Pose Estimation Domain Adaptation
— Unverified Cooperative Distribution Alignment via JSD Upper Bound Jul 5, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Domain Adaptive Nuclei Instance Segmentation and Classification via Category-aware Feature Alignment and Pseudo-labelling Jul 4, 2022 Classification Domain Adaptation
— Unverified Learn from Relation Information: Towards Prototype Representation Rectification for Few-Shot Relation Extraction Jul 1, 2022 Contrastive Learning Domain Adaptation
Code Code Available A class alignment method based on graph convolution neural network for bearing fault diagnosis in presence of missing data and changing working conditions Jul 1, 2022 Domain Adaptation Fault Diagnosis
— Unverified CASIA at SemEval-2022 Task 11: Chinese Named Entity Recognition for Complex and Ambiguous Entities Jul 1, 2022 Chinese Named Entity Recognition Data Augmentation
— Unverified Overcoming Catastrophic Forgetting During Domain Adaptation of Seq2seq Language Generation Jul 1, 2022 Domain Adaptation Lifelong learning
— Unverified Unsupervised Domain Adaptation for Question Generation with DomainData Selection and Self-training Jul 1, 2022 Domain Adaptation Question Generation
— Unverified FAtNet: Cost-Effective Approach Towards Mitigating the Linguistic Bias in Speaker Verification Systems Jul 1, 2022 Domain Adaptation Fairness
Code Code Available Updating Only Encoders Prevents Catastrophic Forgetting of End-to-End ASR Models Jul 1, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Improving Generalization of Hate Speech Detection Systems to Novel Target Groups via Domain Adaptation Jul 1, 2022 Diversity Domain Adaptation
— Unverified UniDAformer: Unified Domain Adaptive Panoptic Segmentation Transformer via Hierarchical Mask Calibration Jun 30, 2022 Domain Adaptation Instance Segmentation
— Unverified STOP: A dataset for Spoken Task Oriented Semantic Parsing Jun 29, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Unsupervised Domain Adaptation Using Feature Disentanglement And GCNs For Medical Image Classification Jun 27, 2022 Disentanglement Domain Adaptation
— Unverified Attention-Guided Autoencoder for Automated Progression Prediction of Subjective Cognitive Decline with Structural MRI Jun 24, 2022 Domain Adaptation Transfer Learning
— Unverified A Multi-stage Framework with Mean Subspace Computation and Recursive Feedback for Online Unsupervised Domain Adaptation Jun 24, 2022 Domain Adaptation Online unsupervised domain adaptation
— Unverified Gradual Domain Adaptation via Normalizing Flows Jun 23, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Measuring the Feasibility of Analogical Transfer using Complexity Jun 23, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Optimal transport meets noisy label robust loss and MixUp regularization for domain adaptation Jun 22, 2022 Domain Adaptation
— Unverified A Simple Baseline for Domain Adaptation in End to End ASR Systems Using Synthetic Data Jun 22, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Few-Max: Few-Shot Domain Adaptation for Unsupervised Contrastive Representation Learning Jun 21, 2022 Contrastive Learning Domain Adaptation
Code Code Available Multi-level Domain Adaptation for Lane Detection Jun 21, 2022 Autonomous Driving Domain Adaptation
— Unverified Distribution Regularized Self-Supervised Learning for Domain Adaptation of Semantic Segmentation Jun 20, 2022 Disentanglement Domain Adaptation
— Unverified Adaptive Domain Interest Network for Multi-domain Recommendation Jun 20, 2022 Domain Adaptation Recommendation Systems
— Unverified Boosting Cross-Domain Speech Recognition with Self-Supervision Jun 20, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Assessing the Value of Transfer Learning Metrics for RF Domain Adaptation Jun 16, 2022 BIG-bench Machine Learning Domain Adaptation
— Unverified EDITnet: A Lightweight Network for Unsupervised Domain Adaptation in Speaker Verification Jun 15, 2022 Domain Adaptation Self-Supervised Learning
— Unverified Test-Time Adaptation for Visual Document Understanding Jun 15, 2022 document understanding Domain Adaptation
— Unverified Residual Language Model for End-to-end Speech Recognition Jun 15, 2022 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Deep Multi-Task Networks For Occluded Pedestrian Pose Estimation Jun 15, 2022 Domain Adaptation Instance Segmentation
— Unverified Diffusion Transport Alignment Jun 15, 2022 Data Integration Domain Adaptation
— Unverified Task Transfer and Domain Adaptation for Zero-Shot Question Answering Jun 14, 2022 Domain Adaptation Question Answering
Code Code Available Confidence-Guided Unsupervised Domain Adaptation for Cerebellum Segmentation Jun 14, 2022 Domain Adaptation Segmentation
— Unverified Slimmable Domain Adaptation Jun 14, 2022 Domain Adaptation Domain Generalization
Code Code Available Semantic-Discriminative Mixup for Generalizable Sensor-based Cross-domain Activity Recognition Jun 14, 2022 Activity Recognition Cross-Domain Activity Recognition
— Unverified Estimating Pose from Pressure Data for Smart Beds with Deep Image-based Pose Estimators Jun 13, 2022 Domain Adaptation Pose Estimation
— Unverified A Semantic Consistency Feature Alignment Object Detection Model Based on Mixed-Class Distribution Metrics Jun 12, 2022 Domain Adaptation Instance Segmentation
— Unverified Unsupervised Foggy Scene Understanding via Self Spatial-Temporal Label Diffusion Jun 10, 2022 Autonomous Driving Domain Adaptation
Code Code Available ConFUDA: Contrastive Fewshot Unsupervised Domain Adaptation for Medical Image Segmentation Jun 8, 2022 Contrastive Learning Domain Adaptation
— Unverified Fair Classification via Domain Adaptation: A Dual Adversarial Learning Approach Jun 8, 2022 Attribute Classification
Code Code Available Self-supervised Domain Adaptation in Crowd Counting Jun 7, 2022 Crowd Counting Domain Adaptation
— Unverified Deep Learning Techniques for Visual Counting Jun 7, 2022 Deep Learning Domain Adaptation
— Unverified 