CSCL: Critical Semantic-Consistent Learning for Unsupervised Domain Adaptation Aug 24, 2020 Domain Adaptation Semantic Segmentation
— Unverified Unsupervised Domain Adaptation via Discriminative Manifold Propagation Aug 23, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Online Visual Tracking with One-Shot Context-Aware Domain Adaptation Aug 22, 2020 Domain Adaptation Visual Tracking
— Unverified Learning Domain-invariant Graph for Adaptive Semi-supervised Domain Adaptation with Few Labeled Source Samples Aug 21, 2020 Domain Adaptation Graph Learning
— Unverified Domain Adaptation of Learned Features for Visual Localization Aug 21, 2020 Domain Adaptation Visual Localization
— Unverified Adapting Event Extractors to Medical Data: Bridging the Covariate Shift Aug 21, 2020 Domain Adaptation Event Extraction
— Unverified Grasping Detection Network with Uncertainty Estimation for Confidence-Driven Semi-Supervised Domain Adaptation Aug 20, 2020 Domain Adaptation Semi-supervised Domain Adaptation
— Unverified No-reference Screen Content Image Quality Assessment with Unsupervised Domain Adaptation Aug 19, 2020 Diversity Domain Adaptation
— Unverified Every Pixel Matters: Center-aware Feature Alignment for Domain Adaptive Object Detector Aug 19, 2020 Domain Adaptation
Code Code Available Cross-Domain Identification for Thermal-to-Visible Face Recognition Aug 19, 2020 Domain Adaptation Face Recognition
Code Code Available Virtual Adversarial Training in Feature Space to Improve Unsupervised Video Domain Adaptation Aug 19, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Unsupervised Cross-domain Image Classification by Distance Metric Guided Feature Alignment Aug 19, 2020 Domain Adaptation General Classification
Code Code Available A Framework for Studying Reinforcement Learning and Sim-to-Real in Robot Soccer Aug 18, 2020 Domain Adaptation reinforcement-learning
— Unverified Unsupervised Transfer Learning for Anomaly Detection: Application to Complementary Operating Condition Transfer Aug 18, 2020 Anomaly Detection Clustering
— Unverified Siloed Federated Learning for Multi-Centric Histopathology Datasets Aug 17, 2020 Deep Learning Domain Adaptation
— Unverified Source Free Domain Adaptation with Image Translation Aug 17, 2020 Domain Adaptation image-classification
— Unverified First U-Net Layers Contain More Domain Specific Information Than The Last Ones Aug 17, 2020 Diversity Domain Adaptation
Code Code Available We Learn Better Road Pothole Detection: from Attention Aggregation to Adversarial Domain Adaptation Aug 16, 2020 Domain Adaptation Segmentation
Code Code Available Adaptation Algorithms for Neural Network-Based Speech Recognition: An Overview Aug 14, 2020 Data Augmentation Domain Adaptation
Code Code Available Adaptable Multi-Domain Language Model for Transformer ASR Aug 14, 2020 Domain Adaptation Language Modeling
— Unverified On Localized Discrepancy for Domain Adaptation Aug 14, 2020 Domain Adaptation Generalization Bounds
— Unverified Deep Domain Adaptation for Ordinal Regression of Pain Intensity Estimation Using Weakly-Labelled Videos Aug 13, 2020 Depression Detection Domain Adaptation
Code Code Available Network Architecture Search for Domain Adaptation Aug 13, 2020 Domain Adaptation image-classification
— Unverified Alleviating Human-level Shift : A Robust Domain Adaptation Method for Multi-person Pose Estimation Aug 13, 2020 2D Pose Estimation Domain Adaptation
Code Code Available Self-Path: Self-supervision for Classification of Pathology Images with Limited Annotations Aug 12, 2020 Domain Adaptation General Classification
— Unverified Co-training for On-board Deep Object Detection Aug 12, 2020 Domain Adaptation Object
— Unverified Learning to Cluster under Domain Shift Aug 11, 2020 Clustering Deep Clustering
Code Code Available Road Segmentation for Remote Sensing Images using Adversarial Spatial Pyramid Networks Aug 10, 2020 Domain Adaptation Image Generation
Code Code Available Hard Class Rectification for Domain Adaptation Aug 8, 2020 Domain Adaptation Semi-supervised Domain Adaptation
Code Code Available Associative Partial Domain Adaptation Aug 7, 2020 Domain Adaptation Partial Domain Adaptation
— Unverified Multi-source Heterogeneous Domain Adaptation with Conditional Weighting Adversarial Network Aug 6, 2020 Domain Adaptation
Code Code Available Hierarchical Amortized Training for Memory-efficient High Resolution 3D GAN Aug 5, 2020 Data Augmentation Domain Adaptation
Code Code Available Class-Incremental Domain Adaptation Aug 4, 2020 Domain Adaptation
— Unverified Simultaneous Semantic Alignment Network for Heterogeneous Domain Adaptation Aug 4, 2020 Domain Adaptation Pseudo Label
Code Code Available Shape Consistent 2D Keypoint Estimation under Domain Shift Aug 4, 2020 Depth Estimation Domain Adaptation
— Unverified Learning from a Complementary-label Source Domain: Theory and Algorithms Aug 4, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available An Unsupervised Domain Adaptation Scheme for Single-Stage Artwork Recognition in Cultural Sites Aug 4, 2020 Domain Adaptation Image-to-Image Translation
Code Code Available Generalized Zero-Shot Domain Adaptation via Coupled Conditional Variational Autoencoders Aug 3, 2020 Domain Adaptation Generalized Zero-Shot Learning
— Unverified Project to Adapt: Domain Adaptation for Depth Completion from Noisy and Sparse Sensor Data Aug 3, 2020 Depth Completion Domain Adaptation
— Unverified Cross-Domain Facial Expression Recognition: A Unified Evaluation Benchmark and Adversarial Graph Learning Aug 3, 2020 Cross-Domain Facial Expression Recognition Domain Adaptation
Code Code Available Cross-Domain Adaptation of Spoken Language Identification for Related Languages: The Curious Case of Slavic Languages Aug 2, 2020 Diversity Domain Adaptation
Code Code Available Discriminative Partial Domain Adversarial Network Aug 1, 2020 Domain Adaptation Partial Domain Adaptation
— Unverified S³Net: Semantic-Aware Self-supervised Depth Estimation with Monocular Videos and Synthetic Data Aug 1, 2020 Autonomous Driving Depth Estimation
— Unverified SimPose: Effectively Learning DensePose and Surface Normals of People from Simulated Data Aug 1, 2020 Domain Adaptation Domain Generalization
— Unverified Reducing Distributional Uncertainty by Mutual Information Maximisation and Transferable Feature Learning Aug 1, 2020 Domain Adaptation
— Unverified Mind the Discriminability: Asymmetric Adversarial Domain Adaptation Aug 1, 2020 Domain Adaptation
— Unverified HGNet: Hybrid Generative Network for Zero-shot Domain Adaptation Aug 1, 2020 Domain Adaptation
— Unverified Multi-Source Open-Set Deep Adversarial Domain Adaptation Aug 1, 2020 Domain Adaptation Unsupervised Domain Adaptation
— Unverified Monocular 3D Object Detection via Feature Domain Adaptation Aug 1, 2020 3D Object Detection Domain Adaptation
— Unverified Content-Consistent Matching for Domain Adaptive Semantic Segmentation Aug 1, 2020 Domain Adaptation Image-to-Image Translation
Code Code Available 