On the Generalization for Transfer Learning: An Information-Theoretic Analysis Jul 12, 2022 Domain Adaptation Transfer Learning
— Unverified PAC-Bayesian Domain Adaptation Bounds for Multiclass Learners Jul 12, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Domain Gap Estimation for Source Free Unsupervised Domain Adaptation with Many Classifiers Jul 12, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Discovering Domain Disentanglement for Generalized Multi-source Domain Adaptation Jul 11, 2022 Disentanglement Domain Adaptation
Code Code Available Real-Time And Robust 3D Object Detection with Roadside LiDARs Jul 11, 2022 3D Object Detection Autonomous Driving
— Unverified Gradual Domain Adaptation without Indexed Intermediate Domains Jul 11, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Domain Adaptation Under Behavioral and Temporal Shifts for Natural Time Series Mobile Activity Recognition Jul 10, 2022 Activity Recognition Contrastive Learning
Code Code Available Dual-Correction Adaptation Network for Noisy Knowledge Transfer Jul 10, 2022 Domain Adaptation Transfer Learning
— Unverified Domain Confused Contrastive Learning for Unsupervised Domain Adaptation Jul 10, 2022 Contrastive Learning Domain Adaptation
— Unverified Towards Adaptive Unknown Authentication for Universal Domain Adaptation by Classifier Paradox Jul 10, 2022 Domain Adaptation Universal Domain Adaptation
— Unverified 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 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 Adaptation of Surgical Activity Recognition Models Across Operating Rooms Jul 7, 2022 Activity 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 Unsupervised Domain Adaptation through Shape Modeling for Medical Image Segmentation Jul 6, 2022 Domain Adaptation Image Segmentation
Code Code Available Unsupervised Manifold Alignment with Joint Multidimensional Scaling Jul 6, 2022 Domain Adaptation Graph Matching
Code Code Available 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 Domain-Adaptive 3D Medical Image Synthesis: An Efficient Unsupervised Approach Jul 2, 2022 Domain Adaptation Image Generation
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 Improving Generalization of Hate Speech Detection Systems to Novel Target Groups via Domain Adaptation Jul 1, 2022 Diversity Domain Adaptation
— 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 Learn from Relation Information: Towards Prototype Representation Rectification for Few-Shot Relation Extraction Jul 1, 2022 Contrastive Learning Domain Adaptation
Code Code Available 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 Generative Cross-Domain Data Augmentation for Aspect and Opinion Co-Extraction Jul 1, 2022 Data Augmentation Domain Adaptation
Code Code Available FAtNet: Cost-Effective Approach Towards Mitigating the Linguistic Bias in Speaker Verification Systems Jul 1, 2022 Domain Adaptation Fairness
Code Code Available Adapting the Mean Teacher for keypoint-based lung registration under geometric domain shifts Jul 1, 2022 Domain Adaptation Image Registration
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 Graph Information Aggregation Cross-Domain Few-Shot Learning for Hyperspectral Image Classification Jun 30, 2022 Cross-Domain Few-Shot cross-domain few-shot learning
Code Code Available Rethinking Unsupervised Domain Adaptation for Semantic Segmentation Jun 30, 2022 Domain Adaptation Semantic Segmentation
Code Code Available 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 MaNi: Maximizing Mutual Information for Nuclei Cross-Domain Unsupervised Segmentation Jun 29, 2022 Domain Adaptation Prognosis
Code Code Available Robustifying Vision Transformer without Retraining from Scratch by Test-Time Class-Conditional Feature Alignment Jun 28, 2022 Domain Adaptation image-classification
Code Code Available Unsupervised Domain Adaptation Using Feature Disentanglement And GCNs For Medical Image Classification Jun 27, 2022 Disentanglement Domain Adaptation
— Unverified Learning with Weak Annotations for Robust Maritime Obstacle Detection Jun 27, 2022 Collision Avoidance Domain Adaptation
Code Code Available 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 Attention-Guided Autoencoder for Automated Progression Prediction of Subjective Cognitive Decline with Structural MRI Jun 24, 2022 Domain Adaptation Transfer Learning
— Unverified Gradual Domain Adaptation via Normalizing Flows Jun 23, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Rethinking Surgical Instrument Segmentation: A Background Image Can Be All You Need Jun 23, 2022 All Deep Learning
Code Code Available Measuring the Feasibility of Analogical Transfer using Complexity Jun 23, 2022 Domain Adaptation Unsupervised 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 Optimal transport meets noisy label robust loss and MixUp regularization for domain adaptation Jun 22, 2022 Domain Adaptation
— Unverified Multi-level Domain Adaptation for Lane Detection Jun 21, 2022 Autonomous Driving Domain Adaptation
— Unverified Domain Adaptive 3D Pose Augmentation for In-the-wild Human Mesh Recovery Jun 21, 2022 Data Augmentation Domain Adaptation
Code Code Available Few-Max: Few-Shot Domain Adaptation for Unsupervised Contrastive Representation Learning Jun 21, 2022 Contrastive Learning Domain Adaptation
Code Code Available 