2019.07.21 Vision papers

07-16-2019	Natural Adversarial Examples by Dan Hendrycks et al
07-16-2019	On the steerability of generative adversarial networks by Ali Jahanian et al
07-17-2019	OmniNet: A unified architecture for multi-modal multi-task learning by Subhojeet Pramanik et al
07-17-2019	Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming by Claudio Michaelis et al
07-16-2019	A General Framework for Uncertainty Estimation in Deep Learning by Mattia Segù et al
07-17-2019	CU-Net: Cascaded U-Net with Loss Weighted Sampling for Brain Tumor Segmentation by Hongying Liu et al
07-18-2019	MintNet: Building Invertible Neural Networks with Masked Convolutions by Yang Song et al
07-16-2019	Real-time Vision-based Depth Reconstruction with NVidia Jetson by Andrey Bokovoy et al
07-17-2019	Event-based Feature Extraction Using Adaptive Selection Thresholds by Saeed Afshar et al
07-17-2019	Deep Multi-View Learning via Task-Optimal CCA by Heather D. Couture et al
07-17-2019	EEG-Based Emotion Recognition Using Regularized Graph Neural Networks by Peixiang Zhong et al
07-16-2019	Towards Understanding Generalization in Gradient-Based Meta-Learning by Simon Guiroy et al
07-18-2019	Automatic Grading of Individual Knee Osteoarthritis Features in Plain Radiographs using Deep Convolutional Neural Networks by Aleksei Tiulpin et al
07-18-2019	A feasibility study of deep neural networks for the recognition of banknotes regarding central bank requirements by Julia Schulte et al
07-16-2019	RayTracer.jl: A Differentiable Renderer that supports Parameter Optimization for Scene Reconstruction by Avik Pal
07-17-2019	Growing a Brain: Fine-Tuning by Increasing Model Capacity by Yu-Xiong Wang et al
07-18-2019	Automatic vocal tract landmark localization from midsagittal MRI data by Mohammad Eslami et al
07-17-2019	Understanding Video Content: Efficient Hero Detection and Recognition for the Game Honor of Kings by Wentao Yao et al
07-17-2019	Real-Time Highly Accurate Dense Depth on a Power Budget using an FPGA-CPU Hybrid SoC by Oscar Rahnama et al
07-18-2019	Dynamical Distance Learning for Unsupervised and Semi-Supervised Skill Discovery by Kristian Hartikainen et al
07-17-2019	Half a Percent of Labels is Enough: Efficient Animal Detection in UAV Imagery using Deep CNNs and Active Learning by Benjamin Kellenberger et al
07-17-2019	GRIP: Graph-based Interaction-aware Trajectory Prediction by Xin Li et al
07-17-2019	Unsupervised Task Design to Meta-Train Medical Image Classifiers by Gabriel Maicas et al
07-17-2019	Lung Nodules Detection and Segmentation Using 3D Mask-RCNN by Evi Kopelowitz et al
07-18-2019	Self-supervised Training of Proposal-based Segmentation via Background Prediction by Isinsu Katircioglu et al
07-16-2019	Autonomous Driving in the Lung using Deep Learning for Localization by Jake Sganga et al
07-17-2019	Design and Evaluation of Product Aesthetics: A Human-Machine Hybrid Approach by Alex Burnap et al
07-17-2019	Patient-specific Conditional Joint Models of Shape, Image Features and Clinical Indicators by Bernhard Egger et al
07-18-2019	Automated Gleason Grading of Prostate Biopsies using Deep Learning by Wouter Bulten et al
07-18-2019	A Computer Vision Application for Assessing Facial Acne Severity from Selfie Images by Tingting Zhao et al
07-18-2019	Real-Time Driver State Monitoring Using a CNN Based Spatio-Temporal Approach by Neslihan Kose et al
07-16-2019	Improved Reinforcement Learning through Imitation Learning Pretraining Towards Image-based Autonomous Driving by Tianqi Wang et al
07-17-2019	End-to-end sensor modeling for LiDAR Point Cloud by Khaled Elmadawi et al
07-17-2019	Diving Deeper into Underwater Image Enhancement: A Survey by Saeed Anwar et al
07-17-2019	FOSNet: An End-to-End Trainable Deep Neural Network for Scene Recognition by Hongje Seong et al
07-18-2019	Analysis of User-Specific Effect and Impact of Operator Skills on Fingerprint PAD Systems by Giulia Orrù et al
07-18-2019	Post-Earthquake Assessment of Buildings Using Deep Learning by Dhananjay Nahata et al
07-17-2019	News Cover Assessment via Multi-task Learning by Zixun Sun et al
07-18-2019	Discriminative Embedding Autoencoder with a Regressor Feedback for Zero-Shot Learning by Ying Shi et al
07-18-2019	A Strong Feature Representation for Siamese Network Tracker by Zhipeng Zhou et al
07-16-2019	Data Selection for training Semantic Segmentation CNNs with cross-dataset weak supervision by Panagiotis Meletis et al
07-18-2019	Video Prediction for Precipitation Nowcasting by Yuan Cao et al
07-18-2019	Locality-constrained Spatial Transformer Network for Video Crowd Counting by Yanyan Fang et al
07-17-2019	Robustness properties of Facebooks ResNeXt WSL models by A. Emin Orhan
07-18-2019	Incorporating Temporal Prior from Motion Flow for Instrument Segmentation in Minimally Invasive Surgery Video by Yueming Jin et al
07-17-2019	Deep Metric Learning with Alternating Projections onto Feasible Sets by Oğul Can et al
07-17-2019	A fully 3D multi-path convolutional neural network with feature fusion and feature weighting for automatic lesion identification in brain MRI images by Yunzhe Xue et al
07-16-2019	Explaining Classifiers with Causal Concept Effect (CaCE) by Yash Goyal et al
07-17-2019	OGNet: Salient Object Detection with Output-guided Attention Module by Shiping Zhu et al
07-19-2019	Deep Graph-Convolutional Image Denoising by Diego Valsesia et al
07-17-2019	AquaSight: Automatic Water Impurity Detection Utilizing Convolutional Neural Networks by Ankit Gupta et al
07-18-2019	XferNAS: Transfer Neural Architecture Search by Martin Wistuba
07-18-2019	Robust and fast generation of top and side grasps for unknown objects by Brice Denoun et al
07-16-2019	Single-bit-per-weight deep convolutional neural networks without batch-normalization layers for embedded systems by Mark D. McDonnell et al
07-16-2019	Exact Recovery of Tensor Robust Principal Component Analysis under Linear Transforms by Canyi Lu et al
07-16-2019	Pedestrian Tracking by Probabilistic Data Association and Correspondence Embeddings by Borna Bićanić et al
07-16-2019	Learning Depth from Monocular Videos Using Synthetic Data: A Temporally-Consistent Domain Adaptation Approach by Yipeng Mou et al
07-16-2019	Cascade RetinaNet: Maintaining Consistency for Single-Stage Object Detection by Hongkai Zhang et al
07-16-2019	Perception of visual numerosity in humans and machines by Alberto Testolin et al
07-16-2019	A General Framework of Learning Multi-Vehicle Interaction Patterns from Videos by Chengyuan Zhang et al
07-16-2019	Learning Multimodal Fixed-Point Weights using Gradient Descent by Lukas Enderich et al
07-19-2019	Robust Real-time RGB-D Visual Odometry in Dynamic Environments via Rigid Motion Model by Sangil Lee et al
07-16-2019	Deep Learning for Pneumothorax Detection and Localization in Chest Radiographs by André Gooßen et al
07-16-2019	An Inter-Layer Weight Prediction and Quantization for Deep Neural Networks based on a Smoothly Varying Weight Hypothesis by Kang-Ho Lee et al
07-16-2019	Efficient Segmentation: Learning Downsampling Near Semantic Boundaries by Dmitrii Marin et al
07-18-2019	Temporally Coherent General Dynamic Scene Reconstruction by Armin Mustafa et al
07-16-2019	Fused Detection of Retinal Biomarkers in OCT Volumes by Thomas Kurmann et al
07-16-2019	Uncertainty-aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation by Lequan Yu et al
07-17-2019	Multi-Adapter RGBT Tracking by Chenglong Li et al
07-18-2019	Deep Perceptual Compression by Yash Patel et al
07-18-2019	Fully-automated deep learning-powered system for DCE-MRI analysis of brain tumors by Jakub Nalepa et al
07-16-2019	A Unified Deep Framework for Joint 3D Pose Estimation and Action Recognition from a Single RGB Camera by Huy Hieu Pham et al
07-16-2019	Scene Motion Decomposition for Learnable Visual Odometry by Igor Slinko et al
07-17-2019	Underexposed Image Correction via Hybrid Priors Navigated Deep Propagation by Risheng Liu et al
07-18-2019	Only Time Can Tell: Discovering Temporal Data for Temporal Modeling by Laura Sevilla-Lara et al
07-18-2019	Exploiting bilateral symmetry in brain lesion segmentation by Kevin Raina et al
07-16-2019	How much real data do we actually need: Analyzing object detection performance using synthetic and real data by Farzan Erlik Nowruzi et al
07-17-2019	AVDNet: A Small-Sized Vehicle Detection Network for Aerial Visual Data by Murari Mandal et al
07-16-2019	Relation Network for Multi-label Aerial Image Classification by Yuansheng Hua et al
07-19-2019	Interaction-and-Aggregation Network for Person Re-identification by Ruibing Hou et al
07-17-2019	Stereo Event Lifetime and Disparity Estimation for Dynamic Vision Sensors by Antea Hadviger et al
07-17-2019	Truck Traffic Monitoring with Satellite Images by Lynn H. Kaack et al
07-16-2019	Separable Convolutional LSTMs for Faster Video Segmentation by Andreas Pfeuffer et al
07-17-2019	Towards Markerless Grasp Capture by Samarth Brahmbhatt et al
07-16-2019	Style Transfer Applied to Face Liveness Detection with User-Centered Models by Israel A. Laurensi R. et al
07-16-2019	CLCI-Net: Cross-Level fusion and Context Inference Networks for Lesion Segmentation of Chronic Stroke by Hao Yang et al
07-16-2019	Adversarial Sensor Attack on LiDAR-based Perception in Autonomous Driving by Yulong Cao et al
07-17-2019	A Link Between the Multiplicative and Additive Functional Asplunds Metrics by Guillaume Noyel
07-17-2019	Towards Data-Driven Automatic Video Editing by Sergey Podlesnyy
07-19-2019	VRSTC: Occlusion-Free Video Person Re-Identification by Ruibing Hou et al
07-19-2019	Fast and robust detection of solar modules in electroluminescence images by Mathis Hoffmann et al
07-16-2019	Improving Semantic Segmentation via Dilated Affinity by Boxi Wu et al
07-18-2019	A multiscale Laplacian of Gaussian (LoG) filtering approach to pulmonary nodule detection from whole-lung CT scans by Sergei V. Fotin et al
07-19-2019	Generating fMRI volumes from T1-weighted volumes using 3D CycleGAN by David Abramian et al
07-16-2019	Human Pose Estimation for Real-World Crowded Scenarios by Thomas Golda et al
07-19-2019	Matrix cofactorization for joint spatial-spectral unmixing of hyperspectral images by Adrien Lagrange et al
07-19-2019	Predicting Visual Memory Schemas with Variational Autoencoders by Cameron Kyle-Davidson et al
07-16-2019	AirwayNet: A Voxel-Connectivity Aware Approach for Accurate Airway Segmentation Using Convolutional Neural Networks by Yulei Qin et al
07-16-2019	Deep inspection: an electrical distribution pole parts study via deep neural networks by Liangchen Liu et al
07-16-2019	X-Net: Brain Stroke Lesion Segmentation Based on Depthwise Separable Convolution and Long-range Dependencies by Kehan Qi et al
07-16-2019	Semi-supervised Breast Lesion Detection in Ultrasound Video Based on Temporal Coherence by Sihong Chen et al
07-18-2019	Multi-Task Regression-based Learning for Autonomous Unmanned Aerial Vehicle Flight Control within Unstructured Outdoor Environments by Bruna G. Maciel-Pearson et al
07-16-2019	Speed estimation evaluation on the KITTI benchmark based on motion and monocular depth information by Róbert-Adrian Rill
07-16-2019	Anatomically-Informed Multiple Linear Assignment Problems for White Matter Bundle Segmentation by Giulia Bertò et al
07-16-2019	Predicting Next-Season Designs on High Fashion Runway by Yusan Lin et al
07-16-2019	EnforceNet: Monocular Camera Localization in Large Scale Indoor Sparse LiDAR Point Cloud by Yu Chen et al
07-16-2019	Mango Tree Net -- A fully convolutional network for semantic segmentation and individual crown detection of mango trees by Vikas Agaradahalli Gurumurthy et al