Building Chinese Biomedical Language Models via Multi-Level Text Discrimination Oct 14, 2021 Domain Adaptation
Code Code Available Self-Supervised Domain Adaptation for Visual Navigation with Global Map Consistency Oct 14, 2021 Domain Adaptation GPU
— Unverified Learn to Ignore: Domain Adaptation for Multi-Site MRI Analysis Oct 13, 2021 BIG-bench Machine Learning Classification
Code Code Available LENS: Localization enhanced by NeRF synthesis Oct 13, 2021 3D geometry Data Augmentation
— Unverified Plugging Self-Supervised Monocular Depth into Unsupervised Domain Adaptation for Semantic Segmentation Oct 13, 2021 Autonomous Driving Depth Estimation
Code Code Available Reducing the Covariate Shift by Mirror Samples in Cross Domain Alignment Oct 13, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Newer is not always better: Rethinking transferability metrics, their peculiarities, stability and performance Oct 13, 2021 Dimensionality Reduction Domain Adaptation
— Unverified Prompt-tuning in ASR systems for efficient domain-adaptation Oct 13, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Domain Adaptive Semantic Segmentation via Regional Contrastive Consistency Regularization Oct 11, 2021 Domain Adaptation Semantic Segmentation
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 Discover, Hallucinate, and Adapt: Open Compound Domain Adaptation for Semantic Segmentation Oct 8, 2021 Autonomous Driving Domain Adaptation
— 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 Meta-UDA: Unsupervised Domain Adaptive Thermal Object Detection using Meta-Learning Oct 7, 2021 Domain Adaptation Meta-Learning
— Unverified Test-time Batch Statistics Calibration for Covariate Shift Oct 6, 2021 Domain Adaptation Domain Generalization
— Unverified Grasp-Oriented Fine-grained Cloth Segmentation without Real Supervision Oct 6, 2021 Domain Adaptation
— Unverified Inter-Domain Alignment for Predicting High-Resolution Brain Networks Using Teacher-Student Learning Oct 6, 2021 Decoder Domain Adaptation
Code Code Available Knothe-Rosenblatt transport for Unsupervised Domain Adaptation Oct 6, 2021 Density Estimation Domain Adaptation
— Unverified Contextualized Semantic Distance between Highly Overlapped Texts Oct 4, 2021 Domain Adaptation Language Modeling
Code Code Available Encoder Adaptation of Dense Passage Retrieval for Open-Domain Question Answering Oct 4, 2021 Domain Adaptation Open-Domain Question Answering
— Unverified ACDC: Online Unsupervised Cross-Domain Adaptation Oct 4, 2021 Domain Adaptation Online unsupervised domain adaptation
Code Code Available 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 Large-scale ASR Domain Adaptation using Self- and Semi-supervised Learning Oct 1, 2021 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 Fake It Till You Make It: Face analysis in the wild using synthetic data alone Sep 30, 2021 Diversity Domain Adaptation
— Unverified Unsupervised Domain Adaptation for LiDAR Panoptic Segmentation Sep 30, 2021 Autonomous Driving Autonomous Vehicles
— Unverified Domain-Invariant Representation Learning with Global and Local Consistency Sep 29, 2021 Domain Adaptation Representation Learning
— Unverified Unleash the Potential of Adaptation Models via Dynamic Domain Labels Sep 29, 2021 Domain Adaptation Memorization
— Unverified How does Contrastive Pre-training Connect Disparate Domains? Sep 29, 2021 Contrastive Learning Domain Adaptation
— Unverified Pyramid Mini-Batching for Optimal Transport Sep 29, 2021 Domain Adaptation
— Unverified Testing-Time Adaptation through Online Normalization Estimation Sep 29, 2021 Domain Adaptation Test-time Adaptation
— Unverified Inference-Time Personalized Federated Learning Sep 29, 2021 Domain Adaptation Federated Learning
— Unverified Fast and Sample-Efficient Domain Adaptation for Autoencoder-Based End-to-End Communication Sep 29, 2021 Decoder Domain Adaptation
— Unverified Universal Controllers with Differentiable Physics for Online System Identification Sep 29, 2021 Domain Adaptation
— Unverified Open Set Domain Adaptation with Zero-shot Learning on Graph Sep 29, 2021 Domain Adaptation Zero-Shot Learning
— Unverified Gradual Domain Adaptation in the Wild: When Intermediate Distributions are Absent Sep 29, 2021 Domain Adaptation
— Unverified Cycle monotonicity of adversarial attacks for optimal domain adaptation Sep 29, 2021 Domain Adaptation Semi-supervised Domain Adaptation
— Unverified Unsupervised Domain Adaptation By Optimal Transportation Of Clusters Between Domains Sep 29, 2021 Attribute Clustering
— Unverified Few-shot graph link prediction with domain adaptation Sep 29, 2021 Domain Adaptation Few-Shot Learning
— Unverified Privacy Protected Multi-Domain Collaborative Learning Sep 29, 2021 Domain Adaptation Unsupervised Domain Adaptation
— Unverified A Systematic Evaluation of Domain Adaptation Algorithms On Time Series Data Sep 29, 2021 Benchmarking Domain Adaptation
— Unverified Pairwise Adversarial Training for Unsupervised Class-imbalanced Domain Adaptation Sep 29, 2021 Domain Adaptation Transfer Learning
— Unverified Uncertainty-aware Mean Teacher for Source-free Unsupervised Domain Adaptive 3D Object Detection Sep 29, 2021 3D Object Detection Domain Adaptation
— Unverified Learning Invariant Representations on Multilingual Language Models for Unsupervised Cross-Lingual Transfer Sep 29, 2021 Cross-Lingual Transfer Domain Adaptation
— Unverified Unsupervised Domain Adaptation in Semantic Segmentation Based on Pixel Alignment and Self-Training Sep 29, 2021 Domain Adaptation Segmentation
— Unverified Source-Free Few-Shot Domain Adaptation Sep 29, 2021 Domain Adaptation domain classification
— Unverified Topic Aware Neural Language Model: Domain Adaptation of Unconditional Text Generation Models Sep 29, 2021 Domain Adaptation Language Modeling
— 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 Unsupervised Domain Adaptation Via Pseudo-labels And Objectness Constraints Sep 29, 2021 Domain Adaptation Object
— Unverified 