2019.06.23 Vision papers

06-18-2019	Differentiable probabilistic models of scientific imaging with the Fourier slice theorem by Karen Ullrich et al
06-20-2019	The Limited Multi-Label Projection Layer by Brandon Amos et al
06-18-2019	Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss by Kaidi Cao et al
06-19-2019	Improving the robustness of ImageNet classifiers using elements of human visual cognition by A. Emin Orhan et al
06-19-2019	Adversarial Regularization for Visual Question Answering: Strengths, Shortcomings, and Side Effects by Gabriel Grand et al
06-19-2019	PyRobot: An Open-source Robotics Framework for Research and Benchmarking by Adithyavairavan Murali et al
06-19-2019	SwiftNet: Using Graph Propagation as Meta-knowledge to Search HighlyvRepresentative Neural Architectures by Hsin-Pai et al
06-18-2019	Locate, Size and Count: Accurately Resolving People in Dense Crowds via Detection by Deepak Babu Sam et al
06-20-2019	We Need No Pixels: Video Manipulation Detection Using Stream Descriptors by David Güera et al
06-20-2019	Clustering and Classification Networks by Jin-mo Choi
06-19-2019	Training on test data: Removing near duplicates in Fashion-MNIST by Christopher Geier
06-19-2019	Monocular 3D Object Detection and Box Fitting Trained End-to-End Using Intersection-over-Union Loss by Eskil Jörgensen et al
06-20-2019	Deep-Learning-Based Aerial Image Classification for Emergency Response Applications Using Unmanned Aerial Vehicles by Christos Kyrkou et al
06-19-2019	Model-based Deep MR Imaging: the roadmap of generalizing compressed sensing model using deep learning by Jing Cheng et al
06-20-2019	Algorithmic Guarantees for Inverse Imaging with Untrained Network Priors by Gauri Jagatap et al
06-20-2019	GAN-Knowledge Distillation for one-stage Object Detection by Wei Hong et al
06-21-2019	Backpropagation-Friendly Eigendecomposition by Wei Wang et al
06-20-2019	Predicting Motion of Vulnerable Road Users using High-Definition Maps and Efficient ConvNets by Fang-Chieh Chou et al
06-19-2019	Light Field Saliency Detection with Deep Convolutional Networks by Jun Zhang et al
06-20-2019	Homogeneous Vector Capsules Enable Adaptive Gradient Descent in Convolutional Neural Networks by Adam Byerly et al
06-21-2019	Data-Efficient Learning for Sim-to-Real Robotic Grasping using Deep Point Cloud Prediction Networks by Xinchen Yan et al
06-19-2019	A Strong Baseline and Batch Normalization Neck for Deep Person Re-identification by Hao Luo et al
06-18-2019	Expressing Visual Relationships via Language by Hao Tan et al
06-20-2019	From Zero-Shot Learning to Cold-Start Recommendation by Jingjing Li et al
06-20-2019	Multiple-Identity Image Attacks Against Face-based Identity Verification by Jerone T. A. Andrews et al
06-20-2019	An Improved Trade-off Between Accuracy and Complexity with Progressive Gradient Pruning by Le Thanh Nguyen-Meidine et al
06-19-2019	Performance Evaluation Methodology for Long-Term Visual Object Tracking by Alan Lukežič et al
06-20-2019	Efficient two step optimization for large embedded deformation graph based SLAM by Jingwei Song et al
06-20-2019	Pattern Spotting in Historical Documents Using Convolutional Models by Ignacio Úbeda et al
06-21-2019	A Fourier Perspective on Model Robustness in Computer Vision by Dong Yin et al
06-19-2019	Learning Generalized Transformation Equivariant Representations via Autoencoding Transformations by Guo-Jun Qi
06-19-2019	SemanticAdv: Generating Adversarial Examples via Attribute-conditional Image Editing by Haonan Qiu et al
06-20-2019	3D Instance Segmentation via Multi-task Metric Learning by Jean Lahoud et al
06-20-2019	PointNLM: Point Nonlocal-Means for vegetation segmentation based on middle echo point clouds by Jonathan Li et al
06-20-2019	A Segmentation-Oriented Inter-Class Transfer Method: Application to Retinal Vessel Segmentation by Chengzhi Shi et al
06-19-2019	2D Linear Time-Variant Controller for Humans Intention Detection for Reach-to-Grasp Trajectories in Novel Scenes by Claudio Zito et al
06-19-2019	ViP: Virtual Pooling for Accelerating CNN-based Image Classification and Object Detection by Zhuo Chen et al
06-20-2019	Nested Network with Two-Stream Pyramid for Salient Object Detection in Optical Remote Sensing Images by Chongyi Li et al
06-20-2019	vireoJD-MM at Activity Detection in Extended Videos by Fuchen Long et al
06-19-2019	XNAS: Neural Architecture Search with Expert Advice by Niv Nayman et al
06-21-2019	Rules of the Road: Predicting Driving Behavior with a Convolutional Model of Semantic Interactions by Joey Hong et al
06-19-2019	Back to Simplicity: How to Train Accurate BNNs from Scratch? by Joseph Bethge et al
06-20-2019	Automated crater shape retrieval using weakly-supervised deep learning by Mohamad Ali-Dib et al
06-18-2019	Multimodal Abstractive Summarization for How2 Videos by Shruti Palaskar et al
06-20-2019	Reversible Privacy Preservation using Multi-level Encryption and Compressive Sensing by Mehmet Yamac et al
06-19-2019	PoseConvGRU: A Monocular Approach for Visual Ego-motion Estimation by Learning by Guangyao Zhai et al
06-18-2019	Key Instance Selection for Unsupervised Video Object Segmentation by Donghyeon Cho et al
06-20-2019	Human \textit{vs} Machine Attention in Neural Networks: A Comparative Study by Qiuxia Lai et al
06-18-2019	A Conditional Random Field Model for Context Aware Cloud Detection in Sky Images by Vijai T. Jayadevan et al
06-20-2019	BGrowth: an efficient approach for the segmentation of vertebral compression fractures in magnetic resonance imaging by Jonathan S. Ramos et al
06-18-2019	Neural Volumes: Learning Dynamic Renderable Volumes from Images by Stephen Lombardi et al
06-20-2019	Predicting Future Opioid Incidences Today by Sandipan Choudhuri et al
06-18-2019	Unsupervised Learning of Object Structure and Dynamics from Videos by Matthias Minderer et al
06-18-2019	Multiclass segmentation as multitask learning for drusen segmentation in retinal optical coherence tomography by Rhona Asgari et al
06-19-2019	Cloud-based Image Classification Service Is Not Robust To Simple Transformations: A Forgotten Battlefield by Dou Goodman et al
06-21-2019	Fully Decoupled Neural Network Learning Using Delayed Gradients by Huiping Zhuang et al
06-20-2019	Learning the Sampling Pattern for MRI by Ferdia Sherry et al
06-19-2019	SAR Image Change Detection via Spatial Metric Learning with an Improved Mahalanobis Distance by Rongfang Wang et al
06-18-2019	SEN12MS -- A Curated Dataset of Georeferenced Multi-Spectral Sentinel-1/2 Imagery for Deep Learning and Data Fusion by Michael Schmitt et al
06-20-2019	Informative Image Captioning with External Sources of Information by Sanqiang Zhao et al
06-19-2019	Automated Definition of Skeletal Disease Burden in Metastatic Prostate Carcinoma: a 3D analysis of SPECT/CT images by Francesco Fiz et al
06-18-2019	Active Scene Understanding via Online Semantic Reconstruction by Lintao Zheng et al
06-18-2019	Locality Preserving Joint Transfer for Domain Adaptation by Li Jingjing et al
06-18-2019	Analytical Derivatives for Differentiable Renderer: 3D Pose Estimation by Silhouette Consistency by Zaiqiang Wu et al
06-18-2019	Event-based Star Tracking via Multiresolution Progressive Hough Transforms by Tat-Jun Chin et al
06-18-2019	Bicameral Structuring and Synthetic Imagery for Jointly Predicting Instance Boundaries and Nearby Occlusions from a Single Image by Matthieu Grard et al
06-19-2019	Imbalanced Learning-based Automatic SAR Images Change Detection by Morphologically Supervised PCA-Net by Rongfang Wang et al
06-19-2019	A simple and effective postprocessing method for image classification by Yan Liu et al
06-19-2019	A generative approach to unsupervised deep local learning by Changlu Chen et al
06-18-2019	Extended probabilistic Rand index and the adjustable moving window-based pixel-pair sampling method by Hisashi Shimodaira
06-21-2019	Evolution Attack On Neural Networks by YiGui Luo et al
06-20-2019	SGANVO: Unsupervised Deep Visual Odometry and Depth Estimation with Stacked Generative Adversarial Networks by Tuo Feng et al
06-18-2019	Using colorization as a tool for automatic makeup suggestion by Shreyank Narayana Gowda
06-18-2019	Learning to Reconstruct and Understand Indoor Scenes from Sparse Views by Jingyu Yang et al
06-20-2019	Lets Take This Online: Adapting Scene Coordinate Regression Network Predictions for Online RGB-D Camera Relocalisation by Tommaso Cavallari et al
06-18-2019	3D Geometric salient patterns analysis on 3D meshes by Alice Othmani et al
06-18-2019	A One-step Pruning-recovery Framework for Acceleration of Convolutional Neural Networks by Dong Wang et al
06-19-2019	Neural Point-Based Graphics by Kara-Ali Aliev et al
06-18-2019	Image Super Resolution via Bilinear Pooling: Application to Confocal Endomicroscopy by Saeed Izadi et al
06-18-2019	A sparse annotation strategy based on attention-guided active learning for 3D medical image segmentation by Zhenxi Zhang et al
06-19-2019	An Action Recognition network for specific target based on rMC and RPN by Mingjie Li et al
06-18-2019	Impoved RPN for Single Targets Detection based on the Anchor Mask Net by Mingjie Li et al
06-19-2019	Automatic Scale Estimation of Structure from Motion based 3D Models using Laser Scalers by Klemen Istenic et al
06-19-2019	Artistic Enhancement and Style Transfer of Image Edges using Directional Pseudo-coloring by Shouvik Mani
06-21-2019	Acute Lymphoblastic Leukemia Classification from Microscopic Images using Convolutional Neural Networks by Jonas Prellberg et al
06-21-2019	Pixel-Accurate Depth Evaluation in Realistic Driving Scenarios by Tobias Gruber et al
06-18-2019	Deep Learning Enhanced Extended Depth-of-Field for Thick Blood-Film Malaria High-Throughput Microscopy by Petru Manescu et al
06-21-2019	FBK-HUPBA Submission to the EPIC-Kitchens 2019 Action Recognition Challenge by Swathikiran Sudhakaran et al
06-21-2019	Deep RGB-D Canonical Correlation Analysis For Sparse Depth Completion by Yiqi Zhong et al
06-18-2019	A Weakly Supervised Learning Based Clustering Framework by Mustafa Umit Oner et al
06-18-2019	Learning with Average Precision: Training Image Retrieval with a Listwise Loss by Jerome Revaud et al
06-19-2019	Automatic estimation of heading date of paddy rice using deep learning by Sai Vikas Desai et al
06-18-2019	Quantifying and Leveraging Classification Uncertainty for Chest Radiograph Assessment by Florin C. Ghesu et al
06-18-2019	Neural Illumination: Lighting Prediction for Indoor Environments by Shuran Song et al
06-18-2019	Weather Influence and Classification with Automotive Lidar Sensors by Robin Heinzler et al
06-18-2019	ADA-Tucker: Compressing Deep Neural Networks via Adaptive Dimension Adjustment Tucker Decomposition by Zhisheng Zhong et al
06-18-2019	Tumor Saliency Estimation for Breast Ultrasound Images via Breast Anatomy Modeling by Fei Xu et al
06-18-2019	Crop Lodging Prediction from UAV-Acquired Images of Wheat and Canola using a DCNN Augmented with Handcrafted Texture Features by Sara Mardanisamani et al