2020.4.20 Vision papers

04-16-2020	Shortcut Learning in Deep Neural Networks by Robert Geirhos et al
04-14-2020	Footprints and Free Space from a Single Color Image by Jamie Watson et al
04-14-2020	Intuitive, Interactive Beard and Hair Synthesis with Generative Models by Kyle Olszewski et al
04-14-2020	RoboTHOR: An Open Simulation-to-Real Embodied AI Platform by Matt Deitke et al
04-14-2020	Line Art Correlation Matching Network for Automatic Animation Colorization by Zhang Qian et al
04-15-2020	Radiologist-Level COVID-19 Detection Using CT Scans with Detail-Oriented Capsule Networks by Aryan Mobiny et al
04-14-2020	SpaceNet 6: Multi-Sensor All Weather Mapping Dataset by Jacob Shermeyer et al
04-15-2020	Combinatorial 3D Shape Generation via Sequential Assembly by Jungtaek Kim et al
04-16-2020	Geometry-Aware Gradient Algorithms for Neural Architecture Search by Liam Li et al
04-15-2020	Representation Learning of Histopathology Images using Graph Neural Networks by Mohammed Adnan et al
04-16-2020	Unsupervised Intra-domain Adaptation for Semantic Segmentation through Self-Supervision by Fei Pan et al
04-15-2020	Using Players Body-Orientation to Model Pass Feasibility in Soccer by Adrià Arbués-Sangüesa et al
04-15-2020	An Evaluation of DNN Architectures for Page Segmentation of Historical Newspapers by Bernhard Liebl et al
04-16-2020	Gaze-Net: Appearance-Based Gaze Estimation using Capsule Networks by Bhanuka Mahanama et al
04-15-2020	Joint Supervised and Self-Supervised Learning for 3D Real-World Challenges by Antonio Alliegro et al
04-16-2020	Spatially Attentive Output Layer for Image Classification by Ildoo Kim et al
04-14-2020	Unsupervised Multimodal Video-to-Video Translation via Self-Supervised Learning by Kangning Liu et al
04-16-2020	PICK: Processing Key Information Extraction from Documents using Improved Graph Learning-Convolutional Networks by Wenwen Yu et al
04-15-2020	ESResNet: Environmental Sound Classification Based on Visual Domain Models by Andrey Guzhov et al
04-15-2020	ActionSpotter: Deep Reinforcement Learning Framework for Temporal Action Spotting in Videos by Guillaume Vaudaux-Ruth et al
04-15-2020	Learning Furniture Compatibility with Graph Neural Networks by Luisa F. Polania et al
04-16-2020	Multi-Object Tracking with Siamese Track-RCNN by Bing Shuai et al
04-16-2020	ArTIST: Autoregressive Trajectory Inpainting and Scoring for Tracking by Fatemeh Saleh et al
04-15-2020	Generalized Shortest Path-based Superpixels for Accurate Segmentation of Spherical Images by Rémi Giraud et al
04-14-2020	Self6D: Self-Supervised Monocular 6D Object Pose Estimation by Gu Wang et al
04-16-2020	Hercules: An Autonomous Logistic Vehicle for Contact-less Goods Transportation During the COVID-19 Outbreak by Tianyu Liu et al
04-15-2020	A Transductive Approach for Video Object Segmentation by Yizhuo Zhang et al
04-16-2020	Explainable Image Classification with Evidence Counterfactual by Tom Vermeire et al
04-15-2020	BabyAI++: Towards Grounded-Language Learning beyond Memorization by Tianshi Cao et al
04-15-2020	An Adaptive Intelligence Algorithm for Undersampled Knee MRI Reconstruction: Application to the 2019 fastMRI Challenge by Nicola Pezzotti et al
04-15-2020	RescueNet: Joint Building Segmentation and Damage Assessment from Satellite Imagery by Rohit Gupta et al
04-16-2020	Continual Learning with Extended Kronecker-factored Approximate Curvature by Janghyeon Lee et al
04-15-2020	4DFlowNet: Super-Resolution 4D Flow MRI using Deep Learning and Computational Fluid Dynamics by Edward Ferdian et al
04-16-2020	Fast Template Matching and Update for Video Object Tracking and Segmentation by Mingjie Sun et al
04-14-2020	FineGym: A Hierarchical Video Dataset for Fine-grained Action Understanding by Dian Shao et al
04-16-2020	Knowledge Distillation for Action Anticipation via Label Smoothing by Guglielmo Camporese et al
04-14-2020	Weakly Supervised Deep Learning for COVID-19 Infection Detection and Classification from CT Images by Shaoping Hu et al
04-15-2020	Combining Visible Light and Infrared Imaging for Efficient Detection of Respiratory Infections such as COVID-19 on Portable Device by Zheng Jiang et al
04-16-2020	Local-Global Video-Text Interactions for Temporal Grounding by Jonghwan Mun et al
04-16-2020	Image Quality Assessment: Unifying Structure and Texture Similarity by Keyan Ding et al
04-16-2020	DeepFakes Evolution: Analysis of Facial Regions and Fake Detection Performance by Ruben Tolosana et al
04-16-2020	Learning to Detect Important People in Unlabelled Images for Semi-supervised Important People Detection by Fa-Ting Hong et al
04-16-2020	Old is GoldGold: Redefining the Adversarially Learned One-Class Classifier Training Paradigm by Muhammad Zaigham Zaheer et al
04-15-2020	On Box-Cox Transformation for Image Normality and Pattern Classification by Abbas Cheddad
04-15-2020	Contextual Two-Stage U-Nets for Robust Pulmonary Lobe Segmentation in CT Scans of COVID-19 and COPD Patients by Weiyi Xie et al
04-16-2020	RGBD-Dog: Predicting Canine Pose from RGBD Sensors by Sinead Kearney et al
04-16-2020	SCOUT: Self-aware Discriminant Counterfactual Explanations by Pei Wang et al
04-16-2020	In Search of Life: Learning from Synthetic Data to Detect Vital Signs in Videos by Florin Condrea et al
04-16-2020	Video Face Manipulation Detection Through Ensemble of CNNs by Nicolò Bonettini et al
04-16-2020	SQE: a Self Quality Evaluation Metric for Parameters Optimization in Multi-Object Tracking by Yanru Huang et al
04-14-2020	An automatic COVID-19 CT segmentation based on U-Net with attention mechanism by Tongxue Zhou et al
04-16-2020	Single upper limb pose estimation method based on improved stacked hourglass network by Gang Peng et al
04-16-2020	Asynchronous Interaction Aggregation for Action Detection by Jiajun Tang et al
04-15-2020	Visual Descriptor Learning from Monocular Video by Umashankar Deekshith et al
04-16-2020	Where can I drive? Deep Ego-Corridor Estimation for Robust Automated Driving by Thomas Michalke et al
04-14-2020	Stochastic batch size for adaptive regularization in deep network optimization by Kensuke Nakamura et al
04-16-2020	Top-Down Networks: A coarse-to-fine reimagination of CNNs by Ioannis Lelekas et al
04-15-2020	JCS: An Explainable COVID-19 Diagnosis System by Joint Classification and Segmentation by Yu-Huan Wu et al
04-15-2020	Neuromorphic Eye-in-Hand Visual Servoing by Rajkumar Muthusamy et al
04-16-2020	Joint Semantic Segmentation and Boundary Detection using Iterative Pyramid Contexts by Mingmin Zhen et al
04-16-2020	On the use of Benfords law to detect GAN-generated images by Nicolò Bonettini et al
04-16-2020	Multimodal and multiview distillation for real-time player detection on a football field by Anthony Cioppa et al
04-16-2020	A Local Descriptor with Physiological Characteristic for Finger Vein Recognition by Liping Zhang et al
04-16-2020	Unsupervised Deformable Medical Image Registration via Pyramidal Residual Deformation Fields Estimation by Yujia Zhou et al
04-14-2020	Melanoma Detection using Adversarial Training and Deep Transfer Learning by Hasib Zunair et al
04-14-2020	Bounding boxes for weakly supervised segmentation: Global constraints get close to full supervision by Hoel Kervadec et al
04-15-2020	Fully Automated Myocardial Strain Estimation from CMR Tagged Images using a Deep Learning Framework in the UK Biobank by Edward Ferdian et al
04-14-2020	End-to-End Variational Networks for Accelerated MRI Reconstruction by Anuroop Sriram et al
04-14-2020	DialGraph: Sparse Graph Learning Networks for Visual Dialog by Gi-Cheon Kang et al
04-16-2020	Blur Aware Calibration of Multi-Focus Plenoptic Camera by Mathieu Labussière et al
04-15-2020	Neuromorphic Event-Based Slip Detection and suppression in Robotic Grasping and Manipulation by Rajkumar Muthusamy et al
04-15-2020	Effect of Input Noise Dimension in GANs by Manisha Padala et al
04-15-2020	Extending Unsupervised Neural Image Compression With Supervised Multitask Learning by David Tellez et al
04-14-2020	A2D2: Audi Autonomous Driving Dataset by Jakob Geyer et al
04-15-2020	Roommate Compatibility Detection Through Machine Learning Techniques by Mansha Lamba et al
04-14-2020	Few-Shot Single-View 3-D Object Reconstruction with Compositional Priors by Mateusz Michalkiewicz et al
04-14-2020	InsideBias: Measuring Bias in Deep Networks and Application to Face Gender Biometrics by Ignacio Serna et al
04-15-2020	Measuring Human and Economic Activity from Satellite Imagery to Support City-Scale Decision-Making during COVID-19 Pandemic by Rodrigo Minetto et al
04-15-2020	Continuous learning of face attribute synthesis by Xin Ning et al
04-14-2020	A Practical Blockchain Framework using Image Hashing for Image Authentication by Cameron White et al
04-14-2020	Mosaic Super-resolution via Sequential Feature Pyramid Networks by Mehrdad Shoeiby et al
04-15-2020	Explaining Regression Based Neural Network Model by Mégane Millan et al
04-15-2020	Bias in Multimodal AI: Testbed for Fair Automatic Recruitment by Alejandro Peña et al
04-15-2020	Light Weight Residual Dense Attention Net for Spectral Reconstruction from RGB Images by D. Sabari Nathan et al
04-15-2020	Self-Supervised training for blind multi-frame video denoising by Dewil Valéry et al
04-15-2020	Code-Aligned Autoencoders for Unsupervised Change Detection in Multimodal Remote Sensing Images by Luigi T. Luppino et al
04-14-2020	VehicleNet: Learning Robust Visual Representation for Vehicle Re-identification by Zhedong Zheng et al
04-15-2020	Exploration of Indoor Environments Predicting the Layout of Partially Observed Rooms by Matteo Luperto et al
04-14-2020	Simple Multi-Resolution Representation Learning for Human Pose Estimation by Trung Q. Tran et al
04-14-2020	Cascaded Structure Tensor Framework for Robust Identification of Heavily Occluded Baggage Items from X-ray Scans by Taimur Hassan et al
04-14-2020	Contrastive Examples for Addressing the Tyranny of the Majority by Viktoriia Sharmanska et al
04-14-2020	Rapid Damage Assessment Using Social Media Images by Combining Human and Machine Intelligence by Muhammad Imran et al
04-15-2020	MXR-U-Nets for Real Time Hyperspectral Reconstruction by Atmadeep Banerjee et al
04-15-2020	Seeing Red: PPG Biometrics Using Smartphone Cameras by Giulio Lovisotto et al
04-15-2020	DeeSCo: Deep heterogeneous ensemble with Stochastic Combinatory loss for gaze estimation by Edouard Yvinec et al
04-14-2020	Distilling Localization for Self-Supervised Representation Learning by Nanxuan Zhao et al
04-15-2020	Contextual Pyramid Attention Network for Building Segmentation in Aerial Imagery by Clint Sebastian et al
04-15-2020	Unified Dynamic Convolutional Network for Super-Resolution with Variational Degradations by Yu-Syuan Xu et al
04-15-2020	Image Segmentation Using Hybrid Representations by Alakh Desai et al
04-14-2020	Smart Inference for Multidigit Convolutional Neural Network based Barcode Decoding by Thao Do et al
04-14-2020	Walk the Lines: Object Contour Tracing CNN for Contour Completion of Ships by André Peter Kelm et al
04-14-2020	Unsupervised Performance Analysis of 3D Face Alignment by Mostafa Sadeghi et al
04-14-2020	WQT and DG-YOLO: towards domain generalization in underwater object detection by Hong Liu et al
04-14-2020	Automated Diabetic Retinopathy Grading using Deep Convolutional Neural Network by Saket S. Chaturvedi et al
04-14-2020	A Primal-Dual Solver for Large-Scale Tracking-by-Assignment by Stefan Haller et al
04-14-2020	Deep Entwined Learning Head Pose and Face Alignment Inside an Attentional Cascade with Doubly-Conditional fusion by Arnaud Dapogny et al
04-14-2020	Transfer Learning with Deep Convolutional Neural Network (CNN) for Pneumonia Detection using Chest X-ray by Tawsifur Rahman et al
04-15-2020	Fully Convolutional Online Tracking by Yutao Cui et al
04-14-2020	StandardGAN: Multi-source Domain Adaptation for Semantic Segmentation of Very High Resolution Satellite Images by Data Standardization by Onur Tasar et al
04-14-2020	Divergence-Based Adaptive Extreme Video Completion by Majed El Helou et al
04-15-2020	Analysis of Scoliosis From Spinal X-Ray Images by Abdullah-Al-Zubaer Imran et al
04-14-2020	Deformable Siamese Attention Networks for Visual Object Tracking by Yuechen Yu et al
04-14-2020	A Transfer Learning approach to Heatmap Regression for Action Unit intensity estimation by Ioanna Ntinou et al
04-14-2020	Exact MAP-Inference by Confining Combinatorial Search with LP Relaxation by Stefan Haller et al
04-14-2020	Kinship Identification through Joint Learning Using Kinship Verification Ensemble by Wei Wang et al
04-15-2020	Residual-driven Fuzzy C-Means Clustering for Image Segmentation by Cong Wang et al
04-15-2020	A Novel CNN-based Method for Accurate Ship Detection in HR Optical Remote Sensing Images via Rotated Bounding Box by Linhao Li et al
04-14-2020	An Attention-Based System for Damage Assessment Using Satellite Imagery by Hanxiang Hao et al
04-14-2020	A recurrent cycle consistency loss for progressive face-to-face synthesis by Enrique Sanchez et al