Surgical Visual Domain Adaptation: Results from the MICCAI 2020 SurgVisDom Challenge Feb 26, 2021 Domain Adaptation
— Unverified Connecting convex energy-based inference and optimal transport for domain adaptation Feb 26, 2021 Benchmarking Domain Adaptation
— Unverified Mitigating Domain Mismatch in Face Recognition Using Style Matching Feb 26, 2021 Domain Adaptation Face Recognition
— Unverified Bridging Adversarial and Statistical Domain Transfer via Spectral Adaptation Networks Feb 25, 2021 Domain Adaptation
Code Code Available Maximizing Cosine Similarity Between Spatial Features for Unsupervised Domain Adaptation in Semantic Segmentation Feb 25, 2021 Domain Adaptation Segmentation
— Unverified Domain Adaptation for Learning Generator from Paired Few-Shot Data Feb 25, 2021 Diversity Domain Adaptation
— Unverified Self-Domain Adaptation for Face Anti-Spoofing Feb 24, 2021 Domain Adaptation Domain Generalization
— Unverified Decision Rule Elicitation for Domain Adaptation Feb 23, 2021 Decision Making Domain Adaptation
— Unverified Self-Supervised Noisy Label Learning for Source-Free Unsupervised Domain Adaptation Feb 23, 2021 Domain Adaptation Self-Supervised Learning
— Unverified A Theory of Label Propagation for Subpopulation Shift Feb 22, 2021 Domain Adaptation Generalization Bounds
— Unverified Domain Adaptation in Dialogue Systems using Transfer and Meta-Learning Feb 22, 2021 Domain Adaptation Meta-Learning
— Unverified Learning Deep Features for Shape Correspondence with Domain Invariance Feb 21, 2021 Anatomy Domain Adaptation
— Unverified An Empirical Study on Measuring the Similarity of Sentential Arguments with Language Model Domain Adaptation Feb 19, 2021 Argument Mining Clustering
— Unverified Multi-Domain Adaptation in Neural Machine Translation Through Multidimensional Tagging Feb 19, 2021 Articles Domain Adaptation
Code Code Available CUPR: Contrastive Unsupervised Learning for Person Re-identification Feb 18, 2021 Clustering Contrastive Learning
— Unverified Optimizing Black-box Metrics with Iterative Example Weighting Feb 18, 2021 Domain Adaptation General Classification
Code Code Available Domain Adaptation for Medical Image Analysis: A Survey Feb 18, 2021 Domain Adaptation Medical Image Analysis
— Unverified Deep cross-modality (MR-CT) educed distillation learning for cone beam CT lung tumor segmentation Feb 17, 2021 Domain Adaptation Segmentation
— Unverified Domain Impression: A Source Data Free Domain Adaptation Method Feb 17, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Improving speech recognition models with small samples for air traffic control systems Feb 16, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Boosting Low-Resource Biomedical QA via Entity-Aware Masking Strategies Feb 16, 2021 Domain Adaptation Question Answering
— Unverified Generation For Adaption: A GAN-Based Approach for 3D Domain Adaption with Point Cloud Data Feb 15, 2021 Domain Adaptation General Classification
— Unverified Weak Adaptation Learning -- Addressing Cross-domain Data Insufficiency with Weak Annotator Feb 15, 2021 Domain Adaptation
— Unverified Multi-Objective Meta Learning Feb 14, 2021 Domain Adaptation Few-Shot Learning
— Unverified Multi-class Generative Adversarial Nets for Semi-supervised Image Classification Feb 13, 2021 Classification Domain Adaptation
— Unverified Adversarial Unsupervised Domain Adaptation Guided with Deep Clustering for Face Presentation Attack Detection Feb 13, 2021 Clustering Deep Clustering
— Unverified Multi-source Pseudo-label Learning of Semantic Segmentation for the Scene Recognition of Agricultural Mobile Robots Feb 12, 2021 Domain Adaptation Pseudo Label
— Unverified Selecting Treatment Effects Models for Domain Adaptation Using Causal Knowledge Feb 11, 2021 Causal Inference counterfactual
— Unverified Automated Video Labelling: Identifying Faces by Corroborative Evidence Feb 10, 2021 Domain Adaptation Image Retrieval
— Unverified An Efficient Framework for Zero-Shot Sketch-Based Image Retrieval Feb 8, 2021 Content-Based Image Retrieval Domain Adaptation
— Unverified U-vectors: Generating clusterable speaker embedding from unlabeled data Feb 7, 2021 Domain Adaptation Speaker Recognition
Code Code Available Domain Adversarial Neural Networks for Domain Generalization: When It Works and How to Improve Feb 7, 2021 Domain Adaptation Domain Generalization
Code Code Available Two-Step Image Dehazing with Intra-domain and Inter-domain Adaptation Feb 6, 2021 Domain Adaptation Image Dehazing
— Unverified Optimal Transport as a Defense Against Adversarial Attacks Feb 5, 2021 Adversarial Robustness Domain Adaptation
Code Code Available Robust pedestrian detection in thermal imagery using synthesized images Feb 3, 2021 Data Augmentation Domain Adaptation
— Unverified FOIT: Fast Online Instance Transfer for Improved EEG Emotion Recognition Feb 1, 2021 Active Learning Brain Computer Interface
Code Code Available Few-shot Learning for CT Scan based COVID-19 Diagnosis Feb 1, 2021 Computed Tomography (CT) COVID-19 Diagnosis
— Unverified Multilingual Email Zoning Jan 31, 2021 Domain Adaptation Segmentation
Code Code Available DRIV100: In-The-Wild Multi-Domain Dataset and Evaluation for Real-World Domain Adaptation of Semantic Segmentation Jan 30, 2021 Benchmarking Domain Adaptation
— Unverified Cross-domain Activity Recognition via Substructural Optimal Transport Jan 29, 2021 Activity Recognition Clustering
— Unverified Few-Shot Domain Adaptation for Grammatical Error Correction via Meta-Learning Jan 29, 2021 Domain Adaptation Grammatical Error Correction
— Unverified Complementary Pseudo Labels For Unsupervised Domain Adaptation On Person Re-identification Jan 29, 2021 Domain Adaptation Person Re-Identification
— Unverified Surprisingly Simple Semi-Supervised Domain Adaptation with Pretraining and Consistency Jan 29, 2021 Domain Adaptation Semi-supervised Domain Adaptation
Code Code Available Domain Adaptation by Topology Regularization Jan 28, 2021 Domain Adaptation Topological Data Analysis
— Unverified A Unified Joint Maximum Mean Discrepancy for Domain Adaptation Jan 25, 2021 Domain Adaptation
— Unverified Transfer Learning Approach for Detecting Psychological Distress in Brexit Tweets Jan 25, 2021 Domain Adaptation Sentiment Analysis
— Unverified Intelligent Icing Detection Model of Wind Turbine Blades Based on SCADA data Jan 20, 2021 Domain Adaptation Feature Engineering
— Unverified Zero-shot Generalization in Dialog State Tracking through Generative Question Answering Jan 20, 2021 dialog state tracking Domain Adaptation
— Unverified Unsupervised Domain Adaptation from Axial to Short-Axis Multi-Slice Cardiac MR Images by Incorporating Pretrained Task Networks Jan 19, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available Source-free Domain Adaptation via Distributional Alignment by Matching Batch Normalization Statistics Jan 19, 2021 Domain Adaptation Source-Free Domain Adaptation
— Unverified 