Source-Free Unsupervised Domain Adaptation with Norm and Shape Constraints for Medical Image Segmentation Sep 3, 2022 Domain Adaptation Image Segmentation
— Unverified Domain Adaptation from Scratch Sep 2, 2022 Active Learning Domain Adaptation
Code Code Available Low Resource Chat Translation: A Benchmark for Hindi–English Language Pair Sep 1, 2022 Domain Adaptation Machine Translation
Code Code Available Strategies for Adapting Multilingual Pre-training for Domain-Specific Machine Translation Sep 1, 2022 Domain Adaptation Machine Translation
— Unverified User Satisfaction Modeling with Domain Adaptation in Task-oriented Dialogue Systems Sep 1, 2022 Action Recognition Domain Adaptation
— Unverified Improving Translation of Out Of Vocabulary Words using Bilingual Lexicon Induction in Low-Resource Machine Translation Sep 1, 2022 Bilingual Lexicon Induction Data Augmentation
— Unverified Unsupervised Domain Adaptation on Question-Answering System with Conversation Data Sep 1, 2022 Domain Adaptation Machine Reading Comprehension
— Unverified Feature Alignment by Uncertainty and Self-Training for Source-Free Unsupervised Domain Adaptation Aug 31, 2022 Data Augmentation Domain Adaptation
— Unverified AWADA: Attention-Weighted Adversarial Domain Adaptation for Object Detection Aug 31, 2022 Domain Adaptation Object
— Unverified Segmentation-guided Domain Adaptation and Data Harmonization of Multi-device Retinal Optical Coherence Tomography using Cycle-Consistent Generative Adversarial Networks Aug 31, 2022 Domain Adaptation Hallucination
— Unverified Transfering Low-Frequency Features for Domain Adaptation Aug 31, 2022 Domain Adaptation image-classification
— Unverified Few-shot Adaptive Object Detection with Cross-Domain CutMix Aug 31, 2022 Domain Adaptation Object
— Unverified Super-model ecosystem: A domain-adaptation perspective Aug 30, 2022 Domain Adaptation model
— Unverified Latent Covariate Shift: Unlocking Partial Identifiability for Multi-Source Domain Adaptation Aug 30, 2022 Domain Adaptation
— Unverified Radial Prediction Domain Adaption Classifier for the MIDOG 2022 Challenge Aug 29, 2022 Data Augmentation Domain Adaptation
Code Code Available Domain Adaptation Principal Component Analysis: base linear method for learning with out-of-distribution data Aug 28, 2022 Domain Adaptation
Code Code Available Constraining Pseudo-label in Self-training Unsupervised Domain Adaptation with Energy-based Model Aug 26, 2022 Domain Adaptation image-classification
— Unverified Multi-Scale Multi-Target Domain Adaptation for Angle Closure Classification Aug 25, 2022 Domain Adaptation Multi-target Domain Adaptation
— Unverified A Compact Pretraining Approach for Neural Language Models Aug 25, 2022 Domain Adaptation
Code Code Available Image Based Food Energy Estimation With Depth Domain Adaptation Aug 25, 2022 Domain Adaptation
— Unverified AGO-Net: Association-Guided 3D Point Cloud Object Detection Network Aug 24, 2022 3D Object Detection Domain Adaptation
— Unverified IMPaSh: A Novel Domain-shift Resistant Representation for Colorectal Cancer Tissue Classification Aug 23, 2022 Contrastive Learning Domain Adaptation
Code Code Available Consistency Regularization for Domain Adaptation Aug 23, 2022 Domain Adaptation Self-Learning
Code Code Available RAIN: RegulArization on Input and Network for Black-Box Domain Adaptation Aug 22, 2022 Data Augmentation Domain Adaptation
Code Code Available MentorGNN: Deriving Curriculum for Pre-Training GNNs Aug 21, 2022 Domain Adaptation Graph Mining
Code Code Available Contrastive Domain Adaptation for Early Misinformation Detection: A Case Study on COVID-19 Aug 20, 2022 Domain Adaptation Misinformation
Code Code Available Test-time Training for Data-efficient UCDR Aug 19, 2022 Domain Adaptation Image Classification
Code Code Available A physics-based domain adaptation framework for modelling and forecasting building energy systems Aug 19, 2022 Domain Adaptation energy management
— Unverified Effective Transfer Learning for Low-Resource Natural Language Understanding Aug 19, 2022 Domain Adaptation Natural Language Understanding
— Unverified ModSelect: Automatic Modality Selection for Synthetic-to-Real Domain Generalization Aug 19, 2022 Activity Recognition Cross-Domain Activity Recognition
— Unverified Cross-Domain Evaluation of a Deep Learning-Based Type Inference System Aug 19, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Domain Camera Adaptation and Collaborative Multiple Feature Clustering for Unsupervised Person Re-ID Aug 18, 2022 Clustering Domain Adaptation
— Unverified Semi-supervised domain adaptation with CycleGAN guided by a downstream task loss Aug 18, 2022 Domain Adaptation Image-to-Image Translation
— Unverified Cross-Domain Few-Shot Classification via Inter-Source Stylization Aug 17, 2022 Classification Cross-Domain Few-Shot
— Unverified LAMA-Net: Unsupervised Domain Adaptation via Latent Alignment and Manifold Learning for RUL Prediction Aug 17, 2022 Decoder Domain Adaptation
— Unverified Summarizing Patients Problems from Hospital Progress Notes Using Pre-trained Sequence-to-Sequence Models Aug 17, 2022 Data Augmentation Diagnostic
— Unverified ATPL: Mutually enhanced adversarial training and pseudo labeling for unsupervised domain adaptation Aug 17, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Unsupervised Domain Adaptation for Segmentation with Black-box Source Model Aug 16, 2022 Domain Adaptation Knowledge Distillation
— Unverified Introducing Intermediate Domains for Effective Self-Training during Test-Time Aug 16, 2022 Domain Adaptation Scene Segmentation
— Unverified Subtype-Aware Dynamic Unsupervised Domain Adaptation Aug 16, 2022 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Deep Unsupervised Domain Adaptation: A Review of Recent Advances and Perspectives Aug 15, 2022 Domain Adaptation Domain Generalization
— Unverified Combating Label Distribution Shift for Active Domain Adaptation Aug 13, 2022 Domain Adaptation
— Unverified Learning to Infer Counterfactuals: Meta-Learning for Estimating Multiple Imbalanced Treatment Effects Aug 13, 2022 counterfactual Counterfactual Inference
— Unverified Memory Efficient Temporal & Visual Graph Model for Unsupervised Video Domain Adaptation Aug 13, 2022 Domain Adaptation Graph Attention
— Unverified Automated Utterance Labeling of Conversations Using Natural Language Processing Aug 12, 2022 Domain Adaptation
Code Code Available Continual Unsupervised Domain Adaptation for Semantic Segmentation using a Class-Specific Transfer Aug 12, 2022 Data Augmentation Domain Adaptation
— Unverified Domain-invariant Prototypes for Semantic Segmentation Aug 12, 2022 Domain Adaptation Few-Shot Learning
— Unverified Private Domain Adaptation from a Public Source Aug 12, 2022 Domain Adaptation
— Unverified Leveraging Endo- and Exo-Temporal Regularization for Black-box Video Domain Adaptation Aug 10, 2022 Action Recognition Domain Adaptation
— Unverified Dual Domain-Adversarial Learning for Audio-Visual Saliency Prediction Aug 10, 2022 Domain Adaptation Prediction
— Unverified 