Learn to Ignore: Domain Adaptation for Multi-Site MRI Analysis Oct 13, 2021 BIG-bench Machine Learning Classification
Code Code Available Machine Learning for the Control and Monitoring of Electric Machine Drives: Advances and Trends Oct 11, 2021 Domain Adaptation Transfer Learning
— Unverified Domain Adaptive Semantic Segmentation via Regional Contrastive Consistency Regularization Oct 11, 2021 Domain Adaptation Semantic Segmentation
Code Code Available Improving Multi-Party Dialogue Discourse Parsing via Domain Integration Oct 9, 2021 Discourse Parsing Domain Adaptation
Code Code Available Discover, Hallucinate, and Adapt: Open Compound Domain Adaptation for Semantic Segmentation Oct 8, 2021 Autonomous Driving Domain Adaptation
— Unverified Exploiting the Intrinsic Neighborhood Structure for Source-free Domain Adaptation Oct 8, 2021 Domain Adaptation Source-Free Domain Adaptation
Code Code Available Model Adaptation: Historical Contrastive Learning for Unsupervised Domain Adaptation without Source Data Oct 7, 2021 Contrastive Learning Domain Adaptation
Code Code Available Meta-UDA: Unsupervised Domain Adaptive Thermal Object Detection using Meta-Learning Oct 7, 2021 Domain Adaptation Meta-Learning
— Unverified Causal Direction of Data Collection Matters: Implications of Causal and Anticausal Learning for NLP Oct 7, 2021 Causal Inference Domain Adaptation
Code Code Available Test-time Batch Statistics Calibration for Covariate Shift Oct 6, 2021 Domain Adaptation Domain Generalization
— Unverified Inter-Domain Alignment for Predicting High-Resolution Brain Networks Using Teacher-Student Learning Oct 6, 2021 Decoder Domain Adaptation
Code Code Available Shallow Features Guide Unsupervised Domain Adaptation for Semantic Segmentation at Class Boundaries Oct 6, 2021 Data Augmentation Domain Adaptation
Code Code Available Knothe-Rosenblatt transport for Unsupervised Domain Adaptation Oct 6, 2021 Density Estimation Domain Adaptation
— Unverified Long-tailed Distribution Adaptation Oct 6, 2021 Domain Adaptation Instance Segmentation
Code Code Available Grasp-Oriented Fine-grained Cloth Segmentation without Real Supervision Oct 6, 2021 Domain Adaptation
— Unverified Decoupled Adaptation for Cross-Domain Object Detection Oct 6, 2021 Domain Adaptation Object
Code Code Available ClimateGAN: Raising Climate Change Awareness by Generating Images of Floods Oct 6, 2021 Conditional Image Generation Domain Adaptation
Code Code Available CADA: Multi-scale Collaborative Adversarial Domain Adaptation for Unsupervised Optic Disc and Cup Segmentation Oct 5, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Seeking Similarities over Differences: Similarity-based Domain Alignment for Adaptive Object Detection Oct 4, 2021 Domain Adaptation Multi-Source Unsupervised Domain Adaptation
Code Code Available Contextualized Semantic Distance between Highly Overlapped Texts Oct 4, 2021 Domain Adaptation Language Modeling
Code Code Available ACDC: Online Unsupervised Cross-Domain Adaptation Oct 4, 2021 Domain Adaptation Online unsupervised domain adaptation
Code Code Available Encoder Adaptation of Dense Passage Retrieval for Open-Domain Question Answering Oct 4, 2021 Domain Adaptation Open-Domain Question Answering
— Unverified Using Out-of-the-Box Frameworks for Contrastive Unpaired Image Translation for Vestibular Schwannoma and Cochlea Segmentation: An approach for the crossMoDA Challenge Oct 2, 2021 Contrastive Learning Data Augmentation
— Unverified Cycle-Consistent World Models for Domain Independent Latent Imagination Oct 2, 2021 Autonomous Driving Domain Adaptation
— Unverified Incremental Layer-wise Self-Supervised Learning for Efficient Speech Domain Adaptation On Device Oct 1, 2021 Domain Adaptation Self-Supervised Learning
— Unverified Large-scale ASR Domain Adaptation using Self- and Semi-supervised Learning Oct 1, 2021 Domain Adaptation
— Unverified Unsupervised Domain Adaptation for LiDAR Panoptic Segmentation Sep 30, 2021 Autonomous Driving Autonomous Vehicles
— Unverified CALDA: Improving Multi-Source Time Series Domain Adaptation with Contrastive Adversarial Learning Sep 30, 2021 Activity Recognition Contrastive Learning
Code Code Available Fake It Till You Make It: Face analysis in the wild using synthetic data alone Sep 30, 2021 Diversity Domain Adaptation
— Unverified Domain-Invariant Representation Learning with Global and Local Consistency Sep 29, 2021 Domain Adaptation Representation Learning
— Unverified Learning Invariant Representations on Multilingual Language Models for Unsupervised Cross-Lingual Transfer Sep 29, 2021 Cross-Lingual Transfer Domain Adaptation
— Unverified Source-Free Few-Shot Domain Adaptation Sep 29, 2021 Domain Adaptation domain classification
— Unverified Unsupervised Domain Adaptation By Optimal Transportation Of Clusters Between Domains Sep 29, 2021 Attribute Clustering
— Unverified Open Set Domain Adaptation with Zero-shot Learning on Graph Sep 29, 2021 Domain Adaptation Zero-Shot Learning
— Unverified Unleash the Potential of Adaptation Models via Dynamic Domain Labels Sep 29, 2021 Domain Adaptation Memorization
— Unverified Few-shot graph link prediction with domain adaptation Sep 29, 2021 Domain Adaptation Few-Shot Learning
— Unverified Confidence Score Weighting Adaptation for Source-Free Unsupervised Domain Adaptation Sep 29, 2021 Domain Adaptation Pseudo Label
— Unverified PDAML: A Pseudo Domain Adaptation Paradigm for Subject-independent EEG-based Emotion Recognition Sep 29, 2021 Domain Adaptation Domain Generalization
— Unverified Pairwise Adversarial Training for Unsupervised Class-imbalanced Domain Adaptation Sep 29, 2021 Domain Adaptation Transfer Learning
— Unverified Testing-Time Adaptation through Online Normalization Estimation Sep 29, 2021 Domain Adaptation Test-time Adaptation
— Unverified Pyramid Mini-Batching for Optimal Transport Sep 29, 2021 Domain Adaptation
— Unverified Gradual Domain Adaptation in the Wild: When Intermediate Distributions are Absent Sep 29, 2021 Domain Adaptation
— Unverified Adaptive Unbiased Teacher for Cross-Domain Object Detection Sep 29, 2021 Data Augmentation Domain Adaptation
— Unverified Inference-Time Personalized Federated Learning Sep 29, 2021 Domain Adaptation Federated Learning
— Unverified DaSeGAN: Domain Adaptation for Segmentation Tasks via Generative Adversarial Networks Sep 29, 2021 Domain Adaptation Domain Generalization
— Unverified Privacy Protected Multi-Domain Collaborative Learning Sep 29, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Topic Aware Neural Language Model: Domain Adaptation of Unconditional Text Generation Models Sep 29, 2021 Domain Adaptation Language Modeling
— Unverified How does Contrastive Pre-training Connect Disparate Domains? Sep 29, 2021 Contrastive Learning Domain Adaptation
— Unverified A Systematic Evaluation of Domain Adaptation Algorithms On Time Series Data Sep 29, 2021 Benchmarking Domain Adaptation
— Unverified Unsupervised Domain Adaptation Via Pseudo-labels And Objectness Constraints Sep 29, 2021 Domain Adaptation Object
— Unverified 