2019.04.21 Vision papers

04-18-2019	Fooling automated surveillance cameras: adversarial patches to attack person detection by Simen Thys et al
04-16-2019	Neural Painters: A learned differentiable constraint for generating brushstroke paintings by Reiichiro Nakano
04-18-2019	4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks by Christopher Choy et al
04-16-2019	End-to-End Robotic Reinforcement Learning without Reward Engineering by Avi Singh et al
04-16-2019	Objects as Points by Xingyi Zhou et al
04-16-2019	People infer recursive visual concepts from just a few examples by Brenden M. Lake et al
04-16-2019	Counterfactual Visual Explanations by Yash Goyal et al
04-18-2019	Combating the Elsagate phenomenon: Deep learning architectures for disturbing cartoons by Akari Ishikawa et al
04-17-2019	Generative Model for Zero-Shot Sketch-Based Image Retrieval by Vinay Kumar Verma et al
04-17-2019	Image Resizing by Reconstruction from Deep Features by Moab Arar et al
04-17-2019	LCC: Learning to Customize and Combine Neural Networks for Few-Shot Learning by Yaoyao Liu et al
04-17-2019	CenterNet: Keypoint Triplets for Object Detection by Kaiwen Duan et al
04-18-2019	Tex2Shape: Detailed Full Human Body Geometry from a Single Image by Thiemo Alldieck et al
04-16-2019	Unsupervised Discovery of Multimodal Links in Multi-Image, Multi-Sentence Documents by Jack Hessel et al
04-17-2019	DeepAtlas: Joint Semi-Supervised Learning of Image Registration and Segmentation by Zhenlin Xu et al
04-16-2019	Beyond Correlation: A Path-Invariant Measure for Seismogram Similarity by Joshua Dickey et al
04-18-2019	Deep Parametric Shape Predictions using Distance Fields by Dmitriy Smirnov et al
04-17-2019	Online Adaptation through Meta-Learning for Stereo Depth Estimation by Zhenyu Zhang et al
04-17-2019	Road Crack Detection Using Deep Convolutional Neural Network and Adaptive Thresholding by Rui Fan et al
04-18-2019	Understanding Neural Networks via Feature Visualization: A survey by Anh Nguyen et al
04-18-2019	Knowledge-rich Image Gist Understanding Beyond Literal Meaning by Lydia Weiland et al
04-17-2019	Defensive Quantization: When Efficiency Meets Robustness by Ji Lin et al
04-17-2019	Semantic Adversarial Attacks: Parametric Transformations That Fool Deep Classifiers by Ameya Joshi et al
04-18-2019	Towards VQA Models that can Read by Amanpreet Singh et al
04-17-2019	ZK-GanDef: A GAN based Zero Knowledge Adversarial Training Defense for Neural Networks by Guanxiong Liu et al
04-18-2019	ProductNet: a Collection of High-Quality Datasets for Product Representation Learning by Chu Wang et al
04-18-2019	Client/Server Based Online Environment for Manual Segmentation of Medical Images by Daniel Wild et al
04-17-2019	Material Segmentation of Multi-View Satellite Imagery by Matthew Purri et al
04-16-2019	Fast object detection in compressed JPEG Images by Benjamin Deguerre et al
04-16-2019	Forecasting with time series imaging by Xixi Li et al
04-17-2019	Variational Prototyping-Encoder: One-Shot Learning with Prototypical Images by Junsik Kim et al
04-18-2019	DDLSTM: Dual-Domain LSTM for Cross-Dataset Action Recognition by Toby Perrett et al
04-18-2019	A Theoretically Sound Upper Bound on the Triplet Loss for Improving the Efficiency of Deep Distance Metric Learning by Thanh-Toan Do et al
04-17-2019	2D Car Detection in Radar Data with PointNets by Andreas Danzer et al
04-16-2019	IAN: Combining Generative Adversarial Networks for Imaginative Face Generation by Abdullah Hamdi et al
04-18-2019	CornerNet-Lite: Efficient Keypoint Based Object Detection by Hei Law et al
04-16-2019	A Comprehensive Study of Alzheimers Disease Classification Using Convolutional Neural Networks by Ziqiang Guan et al
04-17-2019	LO-Net: Deep Real-time Lidar Odometry by Qing Li et al
04-17-2019	Vid2Game: Controllable Characters Extracted from Real-World Videos by Oran Gafni et al
04-19-2019	Fashion++: Minimal Edits for Outfit Improvement by Wei-Lin Hsiao et al
04-17-2019	Aggregation Cross-Entropy for Sequence Recognition by Zecheng Xie et al
04-17-2019	A large-scale field test on word-image classification in large historical document collections using a traditional and two deep-learning methods by Lambert Schomaker
04-17-2019	Deep learning investigation for chess player attention prediction using eye-tracking and game data by Justin Le Louedec et al
04-17-2019	Event-based Vision: A Survey by Guillermo Gallego et al
04-16-2019	Object-Oriented Dynamics Learning through Multi-Level Abstraction by Guangxiang Zhu et al
04-17-2019	SCE: A manifold regularized set-covering method for data partitioning by Xuelong Li et al
04-18-2019	Disentangled Representation Learning with Information Maximizing Autoencoder by Kazi Nazmul Haque et al
04-17-2019	3D Object Recognition with Ensemble Learning --- A Study of Point Cloud-Based Deep Learning Models by Daniel Koguciuk et al
04-16-2019	AT-GAN: A Generative Attack Model for Adversarial Transferring on Generative Adversarial Nets by Xiaosen Wang et al
04-16-2019	GradMask: Reduce Overfitting by Regularizing Saliency by Becks Simpson et al
04-16-2019	Matrix and tensor decompositions for training binary neural networks by Adrian Bulat et al
04-18-2019	Deep Optics for Monocular Depth Estimation and 3D Object Detection by Julie Chang et al
04-18-2019	KPConv: Flexible and Deformable Convolution for Point Clouds by Hugues Thomas et al
04-18-2019	Attentive Single-Tasking of Multiple Tasks by Kevis-Kokitsi Maninis et al
04-18-2019	Deep Rigid Instance Scene Flow by Wei-Chiu Ma et al
04-18-2019	An Efficient Approximate kNN Graph Method for Diffusion on Image Retrieval by Federico Magliani et al
04-16-2019	Devil is in the Edges: Learning Semantic Boundaries from Noisy Annotations by David Acuna et al
04-17-2019	Modulating Image Restoration with Continual Levels via Adaptive Feature Modification Layers by Jingwen He et al
04-18-2019	Learning a Controller Fusion Network by Online Trajectory Filtering for Vision-based UAV Racing by Matthias Müller et al
04-18-2019	Discriminative Online Learning for Fast Video Object Segmentation by Andreas Robinson et al
04-18-2019	Cascaded Partial Decoder for Fast and Accurate Salient Object Detection by Zhe Wu et al
04-16-2019	Collaboration Analysis Using Deep Learning by Zhang Guo et al
04-17-2019	Fast Single Image Dehazing via Multilevel Wavelet Transform based Optimization by Jiaxi He et al
04-18-2019	Exploring the Limitations of Behavior Cloning for Autonomous Driving by Felipe Codevilla et al
04-17-2019	Adversarial Defense Through Network Profiling Based Path Extraction by Yuxian Qiu et al
04-16-2019	Histopathologic Image Processing: A Review by Jonathan de Matos et al
04-18-2019	Global Hashing System for Fast Image Search by Dayong Tian et al
04-18-2019	Enhanced Center Coding for Cell Detection with Convolutional Neural Networks by Haoyi Liang et al
04-16-2019	Deep Neural Network Based Hyperspectral Pixel Classification With Factorized Spectral-Spatial Feature Representation by Jingzhou Chen et al
04-17-2019	nnU-Net: Breaking the Spell on Successful Medical Image Segmentation by Fabian Isensee et al
04-17-2019	End-to-End Learning of Representations for Asynchronous Event-Based Data by Daniel Gehrig et al
04-18-2019	On The Classification-Distortion-Perception Tradeoff by Dong Liu et al
04-18-2019	Examining the Capability of GANs to Replace Real Biomedical Images in Classification Models Training by Vassili Kovalev et al
04-16-2019	Relation-Shape Convolutional Neural Network for Point Cloud Analysis by Yongcheng Liu et al
04-18-2019	Generating Training Data for Denoising Real RGB Images via Camera Pipeline Simulation by Ronnachai Jaroensri et al
04-18-2019	Unsupervised Open Domain Recognition by Semantic Discrepancy Minimization by Junbao Zhuo et al
04-17-2019	Graph based Dynamic Segmentation of Generic Objects in 3D by Xiao Lin et al
04-18-2019	Learning to Collocate Neural Modules for Image Captioning by Xu Yang et al
04-18-2019	Human Motion Prediction via Pattern Completion in Latent Representation Space by Yi Tian Xu et al
04-17-2019	Do Lateral Views Help Automated Chest X-ray Predictions? by Hadrien Bertrand et al
04-19-2019	SelFlow: Self-Supervised Learning of Optical Flow by Pengpeng Liu et al
04-18-2019	Targetless Rotational Auto-Calibration of Radar and Camera for Intelligent Transportation Systems by Christoph Schöller et al
04-18-2019	Real-Time Style Transfer With Strength Control by Victor Kitov
04-18-2019	DDNet: Cartesian-polar Dual-domain Network for the Joint Optic Disc and Cup Segmentation by Qing Liu et al
04-16-2019	Complexer-YOLO: Real-Time 3D Object Detection and Tracking on Semantic Point Clouds by Martin Simon et al
04-17-2019	General Purpose (GenP) Bioimage Ensemble of Handcrafted and Learned Features with Data Augmentation by L. Nanni et al
04-17-2019	TextCaps : Handwritten Character Recognition with Very Small Datasets by Vinoj Jayasundara et al
04-16-2019	Total Denoising: Unsupervised Learning of 3D Point Cloud Cleaning by Pedro Hermosilla et al
04-17-2019	MHP-VOS: Multiple Hypotheses Propagation for Video Object Segmentation by Shuangjie Xu et al
04-16-2019	REPAIR: Removing Representation Bias by Dataset Resampling by Yi Li et al
04-18-2019	No-Reference Quality Assessment of Contrast-Distorted Images using Contrast Enhancement by Jia Yan et al
04-16-2019	A Bayesian Perspective on the Deep Image Prior by Zezhou Cheng et al
04-18-2019	(De)Constructing Bias on Skin Lesion Datasets by Alceu Bissoto et al
04-18-2019	Fully Automatic Segmentation of 3D Brain Ultrasound: Learning from Coarse Annotations by Julia Rackerseder et al
04-17-2019	Class Specific or Shared? A Hybrid Dictionary Learning Network for Image Classification by Shuai Shao et al
04-16-2019	DNN Architecture for High Performance Prediction on Natural Videos Loses Submodules Ability to Learn Discrete-World Dataset by Lana Sinapayen et al
04-18-2019	Out-of-Distribution Detection for Generalized Zero-Shot Action Recognition by Devraj Mandal et al
04-19-2019	Deep Q Learning Driven CT Pancreas Segmentation with Geometry-Aware U-Net by Yunze Man et al
04-18-2019	Learning a No-Reference Quality Assessment Model of Enhanced Images With Big Data by Ke Gu et al
04-18-2019	DeepLocalization: Landmark-based Self-Localization with Deep Neural Networks by Nico Engel et al
04-18-2019	Progressive Attention Memory Network for Movie Story Question Answering by Junyeong Kim et al
04-19-2019	Deep Likelihood Network for Image Restoration with Multiple Degradations by Yiwen Guo et al
04-16-2019	Weakly Supervised Gaussian Networks for Action Detection by Basura Fernando et al
04-19-2019	Listen to the Image by Di Hu et al
04-17-2019	Gaze Training by Modulated Dropout Improves Imitation Learning by Yuying Chen et al
04-18-2019	VoteNet: A Deep Learning Label Fusion Method for Multi-Atlas Segmentation by Zhipeng Ding et al
04-16-2019	A Deep Journey into Super-resolution: A survey by Saeed Anwar et al
04-18-2019	RepGN:Object Detection with Relational Proposal Graph Network by Xingjian Du et al
04-19-2019	Video Object Segmentation and Tracking: A Survey by Rui Yao et al
04-16-2019	Long-Term Video Generation of Multiple Futures Using Human Poses by Naoya Fushishita et al
04-16-2019	Deep Learning Fundus Image Analysis for Diabetic Retinopathy and Macular Edema Grading by Jaakko Sahlsten et al
04-19-2019	Visualizing the decision-making process in deep neural decision forest by Shichao Li et al
04-19-2019	AMNet: Deep Atrous Multiscale Stereo Disparity Estimation Networks by Xianzhi Du et al
04-19-2019	Weakly Supervised Adversarial Domain Adaptation for Semantic Segmentation in Urban Scenes by Qi Wang et al
04-18-2019	Salient Object Detection: A Distinctive Feature Integration Model by Abdullah J. Alzahrani et al
04-18-2019	Early Detection of Injuries in MLB Pitchers from Video by AJ Piergiovanni et al
04-17-2019	Cycle-SUM: Cycle-consistent Adversarial LSTM Networks for Unsupervised Video Summarization by Li Yuan et al
04-16-2019	Fashion-AttGAN: Attribute-Aware Fashion Editing with Multi-Objective GAN by Qing Ping et al
04-18-2019	Coupled Learning for Facial Deblur by Dayong Tian et al
04-16-2019	Detecting the Unexpected via Image Resynthesis by Krzysztof Lis et al
04-17-2019	DistanceNet: Estimating Traveled Distance from Monocular Images using a Recurrent Convolutional Neural Network by Robin Kreuzig et al
04-16-2019	Are State-of-the-art Visual Place Recognition Techniques any Good for Aerial Robotics? by Mubariz Zaffar et al
04-16-2019	Cryo-Electron Microscopy Image Analysis Using Multi-Frequency Vector Diffusion Maps by Yifeng Fan et al
04-16-2019	Disentangling Pose from Appearance in Monochrome Hand Images by Yikang Li et al
04-17-2019	Interpreting Adversarial Examples with Attributes by Sadaf Gulshad et al
04-19-2019	Knowledge Distillation via Route Constrained Optimization by Xiao Jin et al
04-19-2019	Simple yet efficient real-time pose-based action recognition by Dennis Ludl et al
04-19-2019	Salient Object Detection in the Deep Learning Era: An In-Depth Survey by Wenguan Wang et al
04-17-2019	Correlated Logistic Model With Elastic Net Regularization for Multilabel Image Classification by Qiang Li et al
04-16-2019	Discriminative Regression Machine: A Classifier for High-Dimensional Data or Imbalanced Data by Chong Peng et al
04-19-2019	LATTE: Accelerating LiDAR Point Cloud Annotation via Sensor Fusion, One-Click Annotation, and Tracking by Bernie Wang et al
04-16-2019	DENet: A Universal Network for Counting Crowd with Varying Densities and Scales by Lei Liu et al
04-16-2019	Temporal Cycle-Consistency Learning by Debidatta Dwibedi et al
04-17-2019	Deep Anomaly Detection for Generalized Face Anti-Spoofing by Daniel Pérez-Cabo et al
04-16-2019	A-CNN: Annularly Convolutional Neural Networks on Point Clouds by Artem Komarichev et al
04-18-2019	Self-Supervised Audio-Visual Co-Segmentation by Andrew Rouditchenko et al
04-16-2019	Audio-Visual Model Distillation Using Acoustic Images by Andrés F. Pérez et al
04-16-2019	Persistence Curves: A canonical framework for summarizing persistence diagrams by Yu-Min Chung et al
04-19-2019	Automated Segmentation of Pulmonary Lobes using Coordination-Guided Deep Neural Networks by Wenjia Wang et al
04-18-2019	A Novel BiLevel Paradigm for Image-to-Image Translation by Liqian Ma et al
04-18-2019	A deep learning based solution for construction equipment detection: from development to deployment by Saeed Arabi et al
04-16-2019	A Deep Optimization Approach for Image Deconvolution by Zhijian Luo et al
04-17-2019	Downhole Track Detection via Multiscale Conditional Generative Adversarial Nets by Jia Li et al
04-17-2019	Guided Anisotropic Diffusion and Iterative Learning for Weakly Supervised Change Detection by Rodrigo Caye Daudt et al
04-16-2019	LBVCNN: Local Binary Volume Convolutional Neural Network for Facial Expression Recognition from Image Sequences by Sudhakar Kumawat et al
04-17-2019	BS-Nets: An End-to-End Framework For Band Selection of Hyperspectral Image by Yaoming Cai et al
04-18-2019	Feature Fusion for Online Mutual Knowledge Distillation by Jangho Kim et al
04-18-2019	Feature Forwarding for Efficient Single Image Dehazing by Peter Morales et al
04-16-2019	Active Adversarial Domain Adaptation by Jong-Chyi Su et al
04-18-2019	Automated Focal Loss for Image based Object Detection by Michael Weber et al
04-16-2019	Deep Fusion Network for Image Completion by Xin Hong et al
04-17-2019	Multi-Scale Geometric Consistency Guided Multi-View Stereo by Qingshan Xu et al
04-19-2019	Advanced Deep Convolutional Neural Network Approaches for Digital Pathology Image Analysis: a comprehensive evaluation with different use cases by Md Zahangir Alom et al
04-19-2019	Integrating Text and Image: Determining Multimodal Document Intent in Instagram Posts by Julia Kruk et al
04-16-2019	RES-PCA: A Scalable Approach to Recovering Low-rank Matrices by Chong Peng et al
04-17-2019	Events-to-Video: Bringing Modern Computer Vision to Event Cameras by Henri Rebecq et al
04-19-2019	Realistic Hair Simulation Using Image Blending by Mohamed Attia et al
04-16-2019	Co-Separating Sounds of Visual Objects by Ruohan Gao et al
04-17-2019	Bottleneck potentials in Markov Random Fields by Ahmed Abbas et al
04-17-2019	CaseNet: Content-Adaptive Scale Interaction Networks for Scene Parsing by Xin Jin et al
04-19-2019	A Scalable Handwritten Text Recognition System by R. Reeve Ingle et al
04-17-2019	Question Guided Modular Routing Networks for Visual Question Answering by Yanze Wu et al
04-16-2019	Learning Pyramid-Context Encoder Network for High-Quality Image Inpainting by Yanhong Zeng et al
04-16-2019	Shared Predictive Cross-Modal Deep Quantization by Erkun Yang et al
04-19-2019	STEP: Spatio-Temporal Progressive Learning for Video Action Detection by Xitong Yang et al
04-16-2019	CloudSegNet: A Deep Network for Nychthemeron Cloud Image Segmentation by Soumyabrata Dev et al
04-17-2019	Process of image super-resolution by Sebastien Lablanche et al
04-16-2019	The ALOS Dataset for Advert Localization in Outdoor Scenes by Soumyabrata Dev et al
04-16-2019	Double Transfer Learning for Breast Cancer Histopathologic Image Classification by Jonathan de Matos et al
04-17-2019	Render4Completion: Synthesizing Multi-view Depth Maps for 3D Shape Completion by Tao Hu et al
04-19-2019	Assessing the Sharpness of Satellite Images: Study of the PlanetScope Constellation by Jérémy Anger et al
04-19-2019	Efficient Blind Deblurring under High Noise Levels by Jérémy Anger et al
04-16-2019	Semantically Aligned Bias Reducing Zero Shot Learning by Akanksha Paul et al
04-16-2019	Super Resolution Convolutional Neural Network Models for Enhancing Resolution of Rock Micro-CT Images by Ying Da Wang et al
04-16-2019	End-to-End Denoising of Dark Burst Images Using Recurrent Fully Convolutional Networks by Di Zhao et al
04-16-2019	SparseMask: Differentiable Connectivity Learning for Dense Image Prediction by Huikai Wu et al
04-16-2019	Point cloud registration: matching a maximal common subset on pointclouds with noise (with 2D implementation) by Jorge Arce Garro et al
04-17-2019	USE-Net: incorporating Squeeze-and-Excitation blocks into U-Net for prostate zonal segmentation of multi-institutional MRI datasets by Leonardo Rundo et al
04-16-2019	Clustered Object Detection in Aerial Images by Fan Yang et al
04-18-2019	Uncovering convolutional neural network decisions for diagnosing multiple sclerosis on conventional MRI using layer-wise relevance propagation by Fabian Eitel et al
04-16-2019	Visual Relationship Detection with Language prior and Softmax by Jaewon Jung et al
04-16-2019	Patch alignment manifold matting by Xuelong Li et al
04-19-2019	XLSor: A Robust and Accurate Lung Segmentor on Chest X-Rays Using Criss-Cross Attention and Customized Radiorealistic Abnormalities Generation by Youbao Tang et al