From Local Structures to Size Generalization in Graph Neural Networks Oct 17, 2020 Combinatorial Optimization Domain Adaptation
— Unverified Augmented SBERT: Data Augmentation Method for Improving Bi-Encoders for Pairwise Sentence Scoring Tasks Oct 16, 2020 Data Augmentation Domain Adaptation
Code Code Available Auxiliary Task Reweighting for Minimum-data Learning Oct 16, 2020 Domain Adaptation Multi-Label Classification
— Unverified Revisiting Optical Flow Estimation in 360 Videos Oct 15, 2020 Data Augmentation Domain Adaptation
— Unverified Improved Multi-Source Domain Adaptation by Preservation of Factors Oct 15, 2020 Domain Adaptation image-classification
— Unverified WeightAlign: Normalizing Activations by Weight Alignment Oct 14, 2020 Domain Adaptation Semantic Segmentation
— Unverified LiDAM: Semi-Supervised Learning with Localized Domain Adaptation and Iterative Matching Oct 13, 2020 Domain Adaptation Semi-Supervised Image Classification
— Unverified End-to-End Synthetic Data Generation for Domain Adaptation of Question Answering Systems Oct 12, 2020 Decoder Domain Adaptation
Code Code Available Multi-Stage Pre-training for Low-Resource Domain Adaptation Oct 12, 2020 Document Ranking Domain Adaptation
— Unverified H2O-Net: Self-Supervised Flood Segmentation via Adversarial Domain Adaptation and Label Refinement Oct 11, 2020 Domain Adaptation Segmentation
— Unverified Data-driven Regularized Inference Privacy Oct 10, 2020 Decision Making Domain Adaptation
— Unverified Unveiling Class-Labeling Structure for Universal Domain Adaptation Oct 10, 2020 Domain Adaptation Universal Domain Adaptation
— Unverified Deep Adversarial Domain Adaptation Based on Multi-layer Joint Kernelized Distance Oct 9, 2020 Domain Adaptation
— Unverified Learning Invariant Representations and Risks for Semi-supervised Domain Adaptation Oct 9, 2020 Domain Adaptation regression
— Unverified Style Attuned Pre-training and Parameter Efficient Fine-tuning for Spoken Language Understanding Oct 9, 2020 Domain Adaptation Language Modeling
— Unverified A Cross-Level Information Transmission Network for Predicting Phenotype from New Genotype: Application to Cancer Precision Medicine Oct 9, 2020 Domain Adaptation Representation Learning
— Unverified Learning Calibrated Uncertainties for Domain Shift: A Distributionally Robust Learning Approach Oct 8, 2020 Density Ratio Estimation Domain Adaptation
— Unverified Modeling Electrical Motor Dynamics using Encoder-Decoder with Recurrent Skip Connection Oct 8, 2020 Decoder Domain Adaptation
— Unverified Theoretical Analysis of Self-Training with Deep Networks on Unlabeled Data Oct 7, 2020 Domain Adaptation Generalization Bounds
— Unverified Filtering in tractography using autoencoders (FINTA) Oct 7, 2020 Anatomy Diffusion MRI
— Unverified A Brief Review of Domain Adaptation Oct 7, 2020 BIG-bench Machine Learning Domain Adaptation
— Unverified Low-Resource Domain Adaptation for Compositional Task-Oriented Semantic Parsing Oct 7, 2020 Domain Adaptation Meta-Learning
— Unverified Iterative Domain-Repaired Back-Translation Oct 6, 2020 Domain Adaptation NMT
— Unverified Arbitrary Style Transfer using Graph Instance Normalization Oct 6, 2020 Domain Adaptation Image Generation
— Unverified Test-time Unsupervised Domain Adaptation Oct 5, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Effective Unsupervised Domain Adaptation with Adversarially Trained Language Models Oct 5, 2020 Domain Adaptation named-entity-recognition
Code Code Available Open Set Domain Adaptation using Optimal Transport Oct 2, 2020 Domain Adaptation
— Unverified Background Adaptive Faster R-CNN for Semi-Supervised Convolutional Object Detection of Threats in X-Ray Images Oct 2, 2020 Domain Adaptation Object
— Unverified 半监督跨领域语义依存分析技术研究(Semi-supervised Domain Adaptation for Semantic Dependency Parsing) Oct 1, 2020 Dependency Parsing Domain Adaptation
— Unverified Cross-Lingual Domain Adaptation for Dependency Parsing Oct 1, 2020 Dependency Parsing Domain Adaptation
— Unverified Attention-based Domain Adaption Using Transfer Learning for Part-of-Speech Tagging: An Experiment on the Hindi language Oct 1, 2020 Domain Adaptation Part-Of-Speech Tagging
— Unverified Open-Set Hypothesis Transfer with Semantic Consistency Oct 1, 2020 Domain Adaptation
— Unverified Tackling unsupervised multi-source domain adaptation with optimism and consistency Sep 29, 2020 Domain Adaptation Open-Ended Question Answering
Code Code Available Ensemble Multi-Source Domain Adaptation with Pseudolabels Sep 29, 2020 Domain Adaptation Ensemble Learning
— Unverified Distributionally Robust Learning for Unsupervised Domain Adaptation Sep 28, 2020 Density Ratio Estimation Domain Adaptation
— Unverified On Size Generalization in Graph Neural Networks Sep 28, 2020 Combinatorial Optimization Domain Adaptation
— Unverified Unsupervised Model Adaptation for Continual Semantic Segmentation Sep 26, 2020 Continual Semantic Segmentation Domain Adaptation
Code Code Available Deep Adversarial Transition Learning using Cross-Grafted Generative Stacks Sep 25, 2020 Decoder Domain Adaptation
— Unverified Feature Adaptation of Pre-Trained Language Models across Languages and Domains with Robust Self-Training Sep 24, 2020 Domain Adaptation Text Classification
Code Code Available Sim-to-Real Transfer in Deep Reinforcement Learning for Robotics: a Survey Sep 24, 2020 Deep Reinforcement Learning Domain Adaptation
— Unverified Interactive Learning for Semantic Segmentation in Earth Observation Sep 23, 2020 Domain Adaptation Earth Observation
Code Code Available My Health Sensor, my Classifier: Adapting a Trained Classifier to Unlabeled End-User Data Sep 22, 2020 Domain Adaptation Sleep apnea detection
— Unverified Improving Robustness and Generality of NLP Models Using Disentangled Representations Sep 21, 2020 Domain Adaptation Representation Learning
— Unverified Unsupervised Domain Adaptation for Person Re-Identification through Source-Guided Pseudo-Labeling Sep 20, 2020 Domain Adaptation Metric Learning
— Unverified Adversarial Consistent Learning on Partial Domain Adaptation of PlantCLEF 2020 Challenge Sep 19, 2020 Domain Adaptation domain classification
— Unverified Chemical Property Prediction Under Experimental Biases Sep 18, 2020 Causal Inference Domain Adaptation
— Unverified Consistency Regularization with High-dimensional Non-adversarial Source-guided Perturbation for Unsupervised Domain Adaptation in Segmentation Sep 18, 2020 Domain Adaptation Semantic Segmentation
— Unverified Domain Adaptation for Outdoor Robot Traversability Estimation from RGB data with Safety-Preserving Loss Sep 16, 2020 Domain Adaptation
— Unverified Knowledge Guided Learning: Towards Open Domain Egocentric Action Recognition with Zero Supervision Sep 16, 2020 Action Recognition Domain Adaptation
— Unverified Similarity-based data mining for online domain adaptation of a sonar ATR system Sep 16, 2020 Domain Adaptation Online Domain Adaptation
— Unverified 