Unsupervised Domain Adaptation for Neuron Membrane Segmentation based on Structural Features May 4, 2023 Domain Adaptation Medical Image Analysis
— Unverified Contrastive Mean Teacher for Domain Adaptive Object Detectors May 4, 2023 Contrastive Learning Domain Adaptation
Code Code Available Exploring Linguistic Properties of Monolingual BERTs with Typological Classification among Languages May 3, 2023 Domain Adaptation
— Unverified Semi-Supervised Segmentation of Functional Tissue Units at the Cellular Level May 3, 2023 Domain Adaptation Segmentation
Code Code Available The Pipeline System of ASR and NLU with MLM-based Data Augmentation toward STOP Low-resource Challenge May 2, 2023 Data Augmentation Domain Adaptation
— Unverified Addressing Parameter Choice Issues in Unsupervised Domain Adaptation by Aggregation May 2, 2023 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available RadAdapt: Radiology Report Summarization via Lightweight Domain Adaptation of Large Language Models May 2, 2023 Domain Adaptation parameter-efficient fine-tuning
Code Code Available Self-supervised learning for infant cry analysis May 2, 2023 Domain Adaptation Self-Supervised Learning
— Unverified Limits of Model Selection under Transfer Learning Apr 29, 2023 Domain Adaptation model
— Unverified Regularizing Self-training for Unsupervised Domain Adaptation via Structural Constraints Apr 29, 2023 Domain Adaptation Object
— Unverified Towards Better Domain Adaptation for Self-supervised Models: A Case Study of Child ASR Apr 28, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Made of Steel? Learning Plausible Materials for Components in the Vehicle Repair Domain Apr 28, 2023 Domain Adaptation
Code Code Available AVATAR: Adversarial self-superVised domain Adaptation network for TARget domain Apr 28, 2023 Deep Clustering Domain Adaptation
Code Code Available Understanding Shared Speech-Text Representations Apr 27, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified ChatGPT vs State-of-the-Art Models: A Benchmarking Study in Keyphrase Generation Task Apr 27, 2023 Articles Benchmarking
— Unverified Maximizing Model Generalization for Machine Condition Monitoring with Self-Supervised Learning and Federated Learning Apr 27, 2023 Domain Adaptation Federated Learning
— Unverified EDAPS: Enhanced Domain-Adaptive Panoptic Segmentation Apr 27, 2023 Domain Adaptation Instance Segmentation
Code Code Available Cluster Entropy: Active Domain Adaptation in Pathological Image Segmentation Apr 26, 2023 Domain Adaptation Image Segmentation
— Unverified Domain Adaptive and Generalizable Network Architectures and Training Strategies for Semantic Image Segmentation Apr 26, 2023 Domain Adaptation Domain Generalization
Code Code Available FVP: Fourier Visual Prompting for Source-Free Unsupervised Domain Adaptation of Medical Image Segmentation Apr 26, 2023 Domain Adaptation Image Segmentation
— Unverified Unpaired Image Translation to Mitigate Domain Shift in Liquid Argon Time Projection Chamber Detector Responses Apr 25, 2023 Domain Adaptation Image-to-Image Translation
Code Code Available Multi-Source to Multi-Target Decentralized Federated Domain Adaptation Apr 24, 2023 Domain Adaptation Federated Learning
— Unverified Universal Domain Adaptation via Compressive Attention Matching Apr 24, 2023 Domain Adaptation Universal Domain Adaptation
— Unverified Augmentation-based Domain Generalization for Semantic Segmentation Apr 24, 2023 Domain Adaptation Domain Generalization
— Unverified Survey on Unsupervised Domain Adaptation for Semantic Segmentation for Visual Perception in Automated Driving Apr 24, 2023 Domain Adaptation Semantic Segmentation
— Unverified Weight-based Mask for Domain Adaptation Apr 22, 2023 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Towards Realizing the Value of Labeled Target Samples: a Two-Stage Approach for Semi-Supervised Domain Adaptation Apr 21, 2023 Domain Adaptation Semi-supervised Domain Adaptation
— Unverified SCoDA: Domain Adaptive Shape Completion for Real Scans Apr 20, 2023 Benchmarking Domain Adaptation
Code Code Available Noisy Universal Domain Adaptation via Divergence Optimization for Visual Recognition Apr 20, 2023 Domain Adaptation Universal Domain Adaptation
Code Code Available Independent Feature Decomposition and Instance Alignment for Unsupervised Domain Adaptation Apr 19, 2023 Domain Adaptation Transfer Learning
Code Code Available Domain Adaptable Self-supervised Representation Learning on Remote Sensing Satellite Imagery Apr 19, 2023 Contrastive Learning Domain Adaptation
Code Code Available Knowledge Distillation Under Ideal Joint Classifier Assumption Apr 19, 2023 Domain Adaptation Knowledge Distillation
— Unverified CHATTY: Coupled Holistic Adversarial Transport Terms with Yield for Unsupervised Domain Adaptation Apr 19, 2023 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Density-Insensitive Unsupervised Domain Adaption on 3D Object Detection Apr 19, 2023 3D Object Detection Attribute
Code Code Available Tailoring Domain Adaptation for Machine Translation Quality Estimation Apr 18, 2023 Data Augmentation Domain Adaptation
Code Code Available Structure Preserving Cycle-GAN for Unsupervised Medical Image Domain Adaptation Apr 18, 2023 Domain Adaptation Myocardium Segmentation
— Unverified Semi-supervised Learning of Pushforwards For Domain Translation & Adaptation Apr 18, 2023 Domain Adaptation Translation
— Unverified Political corpus creation through automatic speech recognition on EU debates Apr 17, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
Code Code Available Heterogeneous Domain Adaptation with Positive and Unlabeled Data Apr 17, 2023 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Implicit Bayes Adaptation: A Collaborative Transport Approach Apr 17, 2023 Domain Adaptation Unsupervised Domain Adaptation
— Unverified GeoMultiTaskNet: remote sensing unsupervised domain adaptation using geographical coordinates Apr 16, 2023 Domain Adaptation Earth Observation
Code Code Available Continual Domain Adaptation through Pruning-aided Domain-specific Weight Modulation Apr 15, 2023 Continual Learning Domain Adaptation
Code Code Available Context-aware Domain Adaptation for Time Series Anomaly Detection Apr 15, 2023 Anomaly Detection Deep Reinforcement Learning
— Unverified Continual Source-Free Unsupervised Domain Adaptation Apr 14, 2023 Continual Learning Domain Adaptation
— Unverified CoMaL: Conditional Maximum Likelihood Approach to Self-supervised Domain Adaptation in Long-tail Semantic Segmentation Apr 14, 2023 Domain Adaptation Segmentation
— Unverified Spectral Transfer Guided Active Domain Adaptation For Thermal Imagery Apr 14, 2023 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Domain shifts in dermoscopic skin cancer datasets: Evaluation of essential limitations for clinical translation Apr 14, 2023 Cancer Classification Domain Adaptation
— Unverified Transfer Knowledge from Head to Tail: Uncertainty Calibration under Long-tailed Distribution Apr 13, 2023 Domain Adaptation
Code Code Available CoSDA: Continual Source-Free Domain Adaptation Apr 13, 2023 Domain Adaptation Source-Free Domain Adaptation
Code Code Available A Self-attention Knowledge Domain Adaptation Network for Commercial Lithium-ion Batteries State-of-health Estimation under Shallow Cycles Apr 11, 2023 Domain Adaptation Transfer Learning
— Unverified 