2020.6.8 Vision papers

06-02-2020	Ear2Face: Deep Biometric Modality Mapping by Dogucan Yaman et al
06-04-2020	GAN-Based Facial Attractiveness Enhancement by Yuhongze Zhou et al
06-03-2020	Image Augmentations for GAN Training by Zhengli Zhao et al
06-02-2020	CNNs on Surfaces using Rotation-Equivariant Features by Ruben Wiersma et al
06-02-2020	Learning to do multiframe blind deconvolution unsupervisedly by A. Asensio Ramos
06-02-2020	Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining by Yiqun Mei et al
06-02-2020	Recapture as You Want by Chen Gao et al
06-03-2020	DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolution by Siyuan Qiao et al
06-03-2020	Assessing Intelligence in Artificial Neural Networks by Nicholas J. Schaub et al
06-05-2020	Uncertainty-Aware CNNs for Depth Completion: Uncertainty from Beginning to End by Abdelrahman Eldesokey et al
06-03-2020	CNN Denoisers as Non-Local Filters: The Neural Tangent Denoiser by Julián Tachella et al
06-03-2020	M3P: Learning Universal Representations via Multitask Multilingual Multimodal Pre-training by Haoyang Huang et al
06-03-2020	Reference Guided Face Component Editing by Qiyao Deng et al
06-02-2020	Open-Set Recognition with Gaussian Mixture Variational Autoencoders by Alexander Cao et al
06-03-2020	DFR-TSD: A Deep Learning Based Framework for Robust Traffic Sign Detection Under Challenging Weather Conditions by Sabbir Ahmed et al
06-03-2020	FBNetV3: Joint Architecture-Recipe Search using Neural Acquisition Function by Xiaoliang Dai et al
06-03-2020	CircleNet: Anchor-free Detection with Circle Representation by Haichun Yang et al
06-03-2020	Exploration of Interpretability Techniques for Deep COVID-19 Classification using Chest X-ray Images by Soumick Chatterjee et al
06-03-2020	The Importance of Prior Knowledge in Precise Multimodal Prediction by Sergio Casas et al
06-04-2020	RarePlanes: Synthetic Data Takes Flight by Jacob Shermeyer et al
06-03-2020	Efficient refinements on YOLOv3 for real-time detection and assessment of diabetic foot Wagner grades by Aifu Han et al
06-04-2020	Uncertainty quantification in medical image segmentation with Normalizing Flows by Raghavendra Selvan et al
06-03-2020	Simple Unsupervised Multi-Object Tracking by Shyamgopal Karthik et al
06-03-2020	FastReID: A Pytorch Toolbox for Real-world Person Re-identification by Lingxiao He et al
06-03-2020	Info3D: Representation Learning on 3D Objects using Mutual Information Maximization and Contrastive Learning by Aditya Sanghi
06-04-2020	Problems of dataset creation for light source estimation by E. I. Ershov et al
06-03-2020	Automatic Setting of DNN Hyper-Parameters by Mixing Bayesian Optimization and Tuning Rules by Michele Fraccaroli et al
06-04-2020	Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID by Yixiao Ge et al
06-02-2020	Distribution Aligned Multimodal and Multi-Domain Image Stylization by Minxuan Lin et al
06-02-2020	Perturbation Analysis of Gradient-based Adversarial Attacks by Utku Ozbulak et al
06-04-2020	Boundary-assisted Region Proposal Networks for Nucleus Segmentation by Shengcong Chen et al
06-04-2020	Unsupervised Depth Learning in Challenging Indoor Video: Weak Rectification to Rescue by Jia-Wang Bian et al
06-04-2020	Look Locally Infer Globally: A Generalizable Face Anti-Spoofing Approach by Debayan Deb et al
06-02-2020	Monocular Human Pose Estimation: A Survey of Deep Learning-based Methods by Yucheng Chen et al
06-04-2020	Evaluation of Deep Segmentation Models for the Extraction of Retinal Lesions from Multi-modal Retinal Images by Taimur Hassan et al
06-03-2020	COMET: Context-Aware IoU-Guided Network for Small Object Tracking by Seyed Mojtaba Marvasti-Zadeh et al
06-03-2020	Robust Automatic Whole Brain Extraction on Magnetic Resonance Imaging of Brain Tumor Patients using Dense-Vnet by Sara Ranjbar et al
06-04-2020	LRNNet: A Light-Weighted Network with Efficient Reduced Non-Local Operation for Real-Time Semantic Segmentation by Weihao Jiang et al
06-04-2020	A Siamese Neural Network with Modified Distance Loss For Transfer Learning in Speech Emotion Recognition by Kexin Feng et al
06-04-2020	MFPP: Morphological Fragmental Perturbation Pyramid for Black-Box Model Explanations by Qing Yang et al
06-03-2020	Semi-supervised and Unsupervised Methods for Heart Sounds Classification in Restricted Data Environments by Balagopal Unnikrishnan et al
06-03-2020	Visual Summarization of Lecture Video Segments for Enhanced Navigation by Mohammad Rajiur Rahman et al
06-02-2020	PILArNet: Public Dataset for Particle Imaging Liquid Argon Detectors in High Energy Physics by Corey Adams et al
06-04-2020	Height estimation from single aerial images using a deep ordinal regression network by Xiang Li et al
06-03-2020	From Real to Synthetic and Back: Synthesizing Training Data for Multi-Person Scene Understanding by Igor Kviatkovsky et al
06-04-2020	2D Image Features Detector And Descriptor Selection Expert System by Ibon Merino et al
06-04-2020	Deep Sequential Feature Learning in Clinical Image Classification of Infectious Keratitis by Yesheng Xu et al
06-04-2020	Pathological myopia classification with simultaneous lesion segmentation using deep learning by Ruben Hemelings et al
06-03-2020	Phasic dopamine release identification using ensemble of AlexNet by Luca Patarnello et al
06-04-2020	A Computational Model of Early Word Learning from the Infants Point of View by Satoshi Tsutsui et al
06-02-2020	Geometric Graph Representations and Geometric Graph Convolutions for Deep Learning on Three-Dimensional (3D) Graphs by Daniel T. Chang
06-03-2020	PLG-IN: Pluggable Geometric Consistency Loss with Wasserstein Distance in Monocular Depth Estimation by Noriaki Hirose et al
06-03-2020	Image Completion and Extrapolation with Contextual Cycle Consistency by Sai Hemanth Kasaraneni et al
06-04-2020	Visually Guided Sound Source Separation using Cascaded Opponent Filter Network by Lingyu Zhu et al
06-02-2020	Channel Attention based Iterative Residual Learning for Depth Map Super-Resolution by Xibin Song et al
06-04-2020	Discovering Parametric Activation Functions by Garrett Bingham et al
06-03-2020	GFPNet: A Deep Network for Learning Shape Completion in Generic Fitted Primitives by Tiberiu Cocias et al
06-03-2020	Multiple Generative Adversarial Networks Analysis for Predicting Photographers Retouching by Marc Bickel et al
06-02-2020	NewtonianVAE: Proportional Control and Goal Identification from Pixels via Physical Latent Spaces by Miguel Jaques et al
06-02-2020	MultiNet: Multiclass Multistage Multimodal Motion Prediction by Nemanja Djuric et al
06-03-2020	Self-supervised Training of Graph Convolutional Networks by Qikui Zhu et al
06-02-2020	Transforming Multi-Concept Attention into Video Summarization by Yen-Ting Liu et al
06-02-2020	Learning to Branch for Multi-Task Learning by Pengsheng Guo et al
06-03-2020	Interpolation-based semi-supervised learning for object detection by Jisoo Jeong et al
06-03-2020	Learning Multi-Modal Nonlinear Embeddings: Performance Bounds and an Algorithm by Semih Kaya et al
06-02-2020	Shapley Value as Principled Metric for Structured Network Pruning by Marco Ancona et al
06-03-2020	Self-Supervised Localisation between Range Sensors and Overhead Imagery by Tim Y. Tang et al
06-02-2020	The Convolution Exponential and Generalized Sylvester Flows by Emiel Hoogeboom et al
06-02-2020	COVIDGR dataset and COVID-SDNet methodology for predicting COVID-19 based on Chest X-Ray images by S. Tabik et al
06-02-2020	Exploring the role of Input and Output Layers of a Deep Neural Network in Adversarial Defense by Jay N. Paranjape et al
06-02-2020	Resolving Class Imbalance in Object Detection with Weighted Cross Entropy Losses by Trong Huy Phan et al
06-05-2020	Learning to Rank Learning Curves by Martin Wistuba et al
06-03-2020	Nested Scale Editing for Conditional Image Synthesis by Lingzhi Zhang et al
06-04-2020	Black-box Explanation of Object Detectors via Saliency Maps by Vitali Petsiuk et al
06-03-2020	Flexible Bayesian Modelling for Nonlinear Image Registration by Mikael Brudfors et al
06-02-2020	From two rolling shutters to one global shutter by Cenek Albl et al
06-02-2020	Grafted network for person re-identification by Jiabao Wang et al
06-02-2020	AnalogNet: Convolutional Neural Network Inference on Analog Focal Plane Sensor Processors by Matthew Z. Wong et al
06-05-2020	Artificial Intelligence-based Clinical Decision Support for COVID-19 -- Where Art Thou? by Mathias Unberath et al
06-05-2020	Acoustic Anomaly Detection for Machine Sounds based on Image Transfer Learning by Robert Müller et al
06-02-2020	Continual Learning of Predictive Models in Video Sequences via Variational Autoencoders by Damian Campo et al
06-05-2020	Biometric Quality: Review and Application to Face Recognition with FaceQnet by Javier Hernandez-Ortega et al
06-02-2020	Image Classification in the Dark using Quanta Image Sensors by Abhiram Gnanasambandam et al
06-02-2020	Adversarial Item Promotion: Vulnerabilities at the Core of Top-N Recommenders that Use Images to Address Cold Start by Zhuoran Liu et al
06-05-2020	Explaining Autonomous Driving by Learning End-to-End Visual Attention by Luca Cultrera et al
06-02-2020	SeqXFilter: A Memory-efficient Denoising Filter for Dynamic Vision Sensors by Shasha Guo et al
06-03-2020	Multi-Temporal Scene Classification and Scene Change Detection with Correlation based Fusion by Lixiang Ru et al
06-04-2020	Overcoming Overfitting and Large Weight Update Problem in Linear Rectifiers: Thresholded Exponential Rectified Linear Units by Vijay Pandey
06-02-2020	CT-based COVID-19 Triage: Deep Multitask Learning Improves Joint Identification and Severity Quantification by Mikhail Goncharov et al
06-04-2020	Unsupervised clustering of Roman pottery profiles from their SSAE representation by Simone Parisotto et al
06-03-2020	Scene relighting with illumination estimation in the latent space on an encoder-decoder scheme by Alexandre Pierre Dherse et al
06-05-2020	VALUE: Large Scale Voting-based Automatic Labelling for Urban Environments by Giacomo Dabisias et al
06-02-2020	Object-Independent Human-to-Robot Handovers using Real Time Robotic Vision by Patrick Rosenberger et al
06-02-2020	Studying The Effect of MIL Pooling Filters on MIL Tasks by Mustafa Umit Oner et al
06-02-2020	A Multi-Task Comparator Framework for Kinship Verification by Stefan Hörmann et al
06-03-2020	Perceiving Unknown in Dark from Perspective of Cell Vibration by Xiaozhou Lei et al
06-04-2020	Scene Image Representation by Foreground, Background and Hybrid Features by Chiranjibi Sitaula et al
06-05-2020	Learning Neural Light Transport by Paul Sanzenbacher et al
06-02-2020	Adaptive convolutional neural networks for k-space data interpolation in fast magnetic resonance imaging by Tianming Du et al
06-02-2020	Interpretation of ResNet by Visualization of Preferred Stimulus in Receptive Fields by Genta Kobayashi et al
06-05-2020	Convolutional Neural Networks for Global Human Settlements Mapping from Sentinel-2 Satellite Imagery by Christina Corbane et al
06-04-2020	Content and Context Features for Scene Image Representation by Chiranjibi Sitaula et al
06-02-2020	Automatic Differentiation for All Photons Imaging to See Inside Volumetric Scattering Media by Tomohiro Maeda et al
06-02-2020	Variational Inference and Learning of Piecewise-linear Dynamical Systems by Xavier Alameda-Pineda et al
06-05-2020	MANTRA: Memory Augmented Networks for Multiple Trajectory Prediction by Francesco Marchetti et al
06-05-2020	Real-time Human Activity Recognition Using Conditionally Parametrized Convolutions on Mobile and Wearable Devices by Xin Cheng et al
06-04-2020	Egocentric Object Manipulation Graphs by Eadom Dessalene et al
06-02-2020	A Novel Nudity Detection Algorithm for Web and Mobile Application Development by Rahat Yeasin Emon
06-05-2020	Structurally aware bidirectional unpaired image to image translation between CT and MR by Vismay Agrawal et al
06-05-2020	Multi-modal Feature Fusion with Feature Attention for VATEX Captioning Challenge 2020 by Ke Lin et al
06-05-2020	A Meta-Bayesian Model of Intentional Visual Search by Maell Cullen et al
06-04-2020	Pick-Object-Attack: Type-Specific Adversarial Attack for Object Detection by Omid Mohamad Nezami et al
06-02-2020	Give Me Something to Eat: Referring Expression Comprehension with Commonsense Knowledge by Peng Wang et al
06-04-2020	SIDU: Similarity Difference and Uniqueness Method for Explainable AI by Satya M. Muddamsetty et al
06-05-2020	Detection of prostate cancer in whole-slide images through end-to-end training with image-level labels by Hans Pinckaers et al
06-05-2020	Segmentation of Surgical Instruments for Minimally-Invasive Robot-Assisted Procedures Using Generative Deep Neural Networks by Iñigo Azqueta-Gavaldon et al
06-05-2020	Novel Object Viewpoint Estimation through Reconstruction Alignment by Mohamed El Banani et al
06-03-2020	DGSAC: Density Guided Sampling and Consensus by Lokender Tiwari et al
06-02-2020	A Multi-modal Neural Embeddings Approach for Detecting Mobile Counterfeit Apps: A Case Study on Google Play Store by Naveen Karunanayake et al
06-04-2020	Content-Aware Inter-Scale Cost Aggregation for Stereo Matching by Chengtang Yao et al
06-04-2020	A Polynomial Neural network with Controllable Precision and Human-Readable Topology II: Accelerated Approach Based on Expanded Layer by Gang Liu et al
06-04-2020	MSDU-net: A Multi-Scale Dilated U-net for Blur Detection by Fan Yang et al
06-05-2020	TCDesc: Learning Topology Consistent Descriptors by Honghu Pan et al
06-05-2020	FP-Stereo: Hardware-Efficient Stereo Vision for Embedded Applications by Jieru Zhao et al
06-02-2020	Fast and accurate aberration estimation from 3D bead images using convolutional neural networks by Debayan Saha et al
06-02-2020	Quantifying the Uncertainty in Model Parameters Using Gaussian Process-Based Markov Chain Monte Carlo: An Application to Cardiac Electrophysiological Models by Jwala Dhamala et al
06-02-2020	Channel Distillation: Channel-Wise Attention for Knowledge Distillation by Zaida Zhou et al
06-03-2020	Automated segmentation of retinal fluid volumes from structural and angiographic optical coherence tomography using deep learning by Yukun Guo et al