2019.06.30 Vision papers

06-26-2019	Learning Data Augmentation Strategies for Object Detection by Barret Zoph et al
06-26-2019	PyRep: Bringing V-REP to Deep Robot Learning by Stephen James et al
06-25-2019	The Difficulty of Training Sparse Neural Networks by Utku Evci et al
06-27-2019	DeepVIO: Self-supervised Deep Learning of Monocular Visual Inertial Odometry using 3D Geometric Constraints by Liming Han et al
06-25-2019	Semi-Supervised Learning with Self-Supervised Networks by Phi Vu Tran
06-27-2019	Curriculum Learning for Deep Generative Models with Clustering by Deli Zhao et al
06-27-2019	A Convolutional Decoder for Point Clouds using Adaptive Instance Normalization by Isaak Lim et al
06-27-2019	Hard Pixels Mining: Learning Using Privileged Information for Semantic Segmentation by Zhangxuan Gu et al
06-27-2019	Deep Siamese Multi-scale Convolutional Network for Change Detection in Multi-temporal VHR Images by Hongruixuan Chen et al
06-25-2019	Age and gender bias in pedestrian detection algorithms by Martim Brandao
06-26-2019	Accelerating Large-Kernel Convolution Using Summed-Area Tables by Linguang Zhang et al
06-26-2019	End-to-End 3D-PointCloud Semantic Segmentation for Autonomous Driving by Mohammed Abdou et al
06-26-2019	Clustering by the way of atomic fission by Shizhan Lu
06-27-2019	Automatic Colon Polyp Detection using Region based Deep CNN and Post Learning Approaches by Younghak Shin et al
06-27-2019	Abnormal Colon Polyp Image Synthesis Using Conditional Adversarial Networks for Improved Detection Performance by Younghak Shin et al
06-27-2019	Evolving Robust Neural Architectures to Defend from Adversarial Attacks by Danilo Vasconcellos Vargas et al
06-27-2019	Latent Optimization for Non-adversarial Representation Disentanglement by Aviv Gabbay et al
06-27-2019	Loss Switching Fusion with Similarity Search for Video Classification by Lei Wang et al
06-27-2019	CaDIS: Cataract Dataset for Image Segmentation by Evangello Flouty et al
06-26-2019	Large-scale 3D point cloud representations via graph inception networks with applications to autonomous driving by Siheng Chen et al
06-27-2019	Mind2Mind : transfer learning for GANs by Yaël Frégier et al
06-27-2019	Using Intuition from Empirical Properties to Simplify Adversarial Training Defense by Guanxiong Liu et al
06-27-2019	A shallow residual neural network to predict the visual cortex response by Anne-Ruth José Meijer et al
06-26-2019	Emergence of Exploratory Look-Around Behaviors through Active Observation Completion by Santhosh K. Ramakrishnan et al
06-27-2019	Region Refinement Network for Salient Object Detection by Zhuotao Tian et al
06-27-2019	A Generalized Framework for Agglomerative Clustering of Signed Graphs applied to Instance Segmentation by Alberto Bailoni et al
06-27-2019	SpliceRadar: A Learned Method For Blind Image Forensics by Aurobrata Ghosh et al
06-27-2019	Dealing with Topological Information within a Fully Convolutional Neural Network by Etienne Decencière et al
06-27-2019	A New Benchmark Dataset for Texture Image Analysis and Surface Defect Detection by Shervan Fekri-Ershad
06-27-2019	Effective Rotation-invariant Point CNN with Spherical Harmonics kernels by Adrien Poulenard et al
06-25-2019	CNN-based Survival Model for Pancreatic Ductal Adenocarcinoma in Medical Imaging by Yucheng Zhang et al
06-26-2019	Few-Shot Video Classification via Temporal Alignment by Kaidi Cao et al
06-27-2019	Supervise Thyself: Examining Self-Supervised Representations in Interactive Environments by Evan Racah et al
06-25-2019	Importance Estimation for Neural Network Pruning by Pavlo Molchanov et al
06-26-2019	Defending Adversarial Attacks by Correcting logits by Yifeng Li et al
06-26-2019	Further advantages of data augmentation on convolutional neural networks by Alex Hernández-García et al
06-27-2019	Automatically Extract the Semi-transparent Motion-blurred Hand from a Single Image by Xiaomei Zhao et al
06-28-2019	Using Self-Supervised Learning Can Improve Model Robustness and Uncertainty by Dan Hendrycks et al
06-26-2019	Prediction Poisoning: Utility-Constrained Defenses Against Model Stealing Attacks by Tribhuvanesh Orekondy et al
06-25-2019	Deep Modular Co-Attention Networks for Visual Question Answering by Zhou Yu et al
06-25-2019	Learning Features with Differentiable Closed-Form Solver for Tracking by Linyu Zheng et al
06-25-2019	COP: Customized Deep Model Compression via Regularized Correlation-Based Filter-Level Pruning by Wenxiao Wang et al
06-26-2019	Boundary and Entropy-driven Adversarial Learning for Fundus Image Segmentation by Shujun Wang et al
06-26-2019	Spatial Transformer for 3D Points by Jiayun Wang et al
06-26-2019	On the Role of Geometry in Geo-Localization by Moti Kadosh et al
06-26-2019	Universal Litmus Patterns: Revealing Backdoor Attacks in CNNs by Soheil Kolouri et al
06-26-2019	A Deep Decoder Structure Based on WordEmbedding Regression for An Encoder-Decoder Based Model for Image Captioning by Ahmad Asadi et al
06-25-2019	Topology Maintained Structure Encoding by Qing Fang
06-28-2019	PointFlow: 3D Point Cloud Generation with Continuous Normalizing Flows by Guandao Yang et al
06-25-2019	Deep Learning of Compressed Sensing Operators with Structural Similarity Loss by Yochai Zur et al
06-26-2019	Joint Multi-frame Detection and Segmentation for Multi-cell Tracking by Zibin Zhou et al
06-25-2019	Brain MR Image Segmentation in Small Dataset with Adversarial Defense and Task Reorganization by Xuhua Ren et al
06-26-2019	Learning Soft-Attention Models for Tempo-invariant Audio-Sheet Music Retrieval by Stefan Balke et al
06-27-2019	On the notion of number in humans and machines by Norbert Bátfai et al
06-27-2019	A Utility-Preserving GAN for Face Obscuration by Hanxiang Hao et al
06-25-2019	Interpretable Image Recognition with Hierarchical Prototypes by Peter Hase et al
06-27-2019	Studying the Impact of Mood on Identifying Smartphone Users by Khadija Zanna et al
06-26-2019	ELKPPNet: An Edge-aware Neural Network with Large Kernel Pyramid Pooling for Learning Discriminative Features in Semantic Segmentation by Xianwei Zheng et al
06-26-2019	One Size Does Not Fit All: Quantifying and Exposing the Accuracy-Latency Trade-off in Machine Learning Cloud Service APIs via Tolerance Tiers by Matthew Halpern et al
06-25-2019	A CNN-Based Super-Resolution Technique for Active Fire Detection on Sentinel-2 Data by Massimiliano Gargiulo et al
06-26-2019	Hierarchical Classification of Kelps utilizing Deep Residual Features by Ammar Mahmood et al
06-25-2019	Learning a sparse database for patch-based medical image segmentation by Moti Freiman et al
06-26-2019	Generalized Median Graph via Iterative Alternate Minimizations by Nicolas Boria et al
06-26-2019	Evaluation of head segmentation quality for treatment planning of tumor treating fields in brain tumors by Reuben R Shamir et al
06-25-2019	End-to-End Learning of Multi-scale Convolutional Neural Network for Stereo Matching by Li Zhang et al
06-26-2019	FA-Harris: A Fast and Asynchronous Corner Detector for Event Cameras by Ruoxiang Li et al
06-26-2019	Continuous Dice Coefficient: a Method for Evaluating Probabilistic Segmentations by Reuben R Shamir et al
06-26-2019	Bayesian Inference of Spacecraft Pose using Particle Filtering by Maxim Bazik et al
06-26-2019	Automatic Co-Registration of Aerial Imagery and Untextured Model Data Utilizing Average Shading Gradients by Sylvia Schmitz et al
06-26-2019	Mapped Convolutions by Marc Eder et al
06-28-2019	Open-Ended Long-Form Video Question Answering via Hierarchical Convolutional Self-Attention Networks by Zhu Zhang et al
06-25-2019	Naver at ActivityNet Challenge 2019 -- Task B Active Speaker Detection (AVA) by Joon Son Chung
06-28-2019	Modelling Airway Geometry as Stock Market Data using Bayesian Changepoint Detection by Kin Quan et al
06-26-2019	Instance Segmentation by Jointly Optimizing Spatial Embeddings and Clustering Bandwidth by Davy Neven et al
06-25-2019	Technical Report: Fast Robot Arm Inverse Kinematics and Path Planning Under Complex Obstacle Constraint by David W. Arathorn
06-25-2019	SkyNet: A Champion Model for DAC-SDC on Low Power Object Detection by Xiaofan Zhang et al
06-26-2019	Developing an App to interpret Chest X-rays to support the diagnosis of respiratory pathology with Artificial Intelligence by Andrew Elkins et al
06-26-2019	Deep Radar Detector by Daniel Brodeski et al
06-27-2019	Adversarial Pixel-Level Generation of Semantic Images by Emanuele Ghelfi et al
06-26-2019	Invariance-inducing regularization using worst-case transformations suffices to boost accuracy and spatial robustness by Fanny Yang et al
06-27-2019	Densely Residual Laplacian Super-Resolution by Saeed Anwar et al
06-27-2019	ProtoNet: Learning from Web Data with Memory by Yi Tu et al
06-27-2019	HEMELB Acceleration and Visualization for Cerebral Aneurysms by Sahar Soheilian Esfahani et al
06-28-2019	Adversarial optimization for joint registration and segmentation in prostate CT radiotherapy by Mohamed S. Elmahdy et al
06-27-2019	Convolution Based Spectral Partitioning Architecture for Hyperspectral Image Classification by Ringo S. W. Chu et al
06-25-2019	New pointwise convolution in Deep Neural Networks through Extremely Fast and Non Parametric Transforms by Joonhyun Jeong et al
06-25-2019	Graph-Based Offline Signature Verification by Paul Maergner et al
06-27-2019	Optimizing CNN-based Hyperspectral ImageClassification on FPGAs by Shuanglong Liu et al
06-25-2019	EKFPnP: Extended Kalman Filter for Camera Pose Estimation in a Sequence of Images by Mohammad Amin Mehralian et al
06-28-2019	Fully automatic computer-aided mass detection and segmentation via pseudo-color mammograms and Mask R-CNN by Hang Min et al
06-25-2019	3D Surface Reconstruction from Voxel-based Lidar Data by Luis Roldão et al
06-26-2019	DASGAN -- Joint Domain Adaptation and Segmentation for the Analysis of Epithelial Regions in Histopathology PD-L1 Images by Ansh Kapil et al
06-27-2019	Automated Segmentation of Hip and Thigh Muscles in Metal Artifact-Contaminated CT using Convolutional Neural Network-Enhanced Normalized Metal Artifact Reduction by Mitsuki Sakamoto et al
06-25-2019	Discrete Optimization of Ray Potentials for Semantic 3D Reconstruction by Nikolay Savinov et al
06-25-2019	MFP-Unet: A Novel Deep Learning Based Approach for Left Ventricle Segmentation in Echocardiography by Shakiba Moradi et al
06-27-2019	A PolSAR Scattering Power Factorization Framework and Novel Roll-Invariant Parameters Based Unsupervised Classification Scheme Using a Geodesic Distance by Debanshu Ratha et al
06-28-2019	Accurate Retinal Vessel Segmentation via Octave Convolution Neural Network by Zhun Fan et al
06-27-2019	Teaching DNNs to design fast fashion by Abhianv Ravi et al
06-28-2019	Place recognition in gardens by learning visual representations: data set and benchmark analysis by Maria Leyva-Vallina et al
06-28-2019	Localizing Unseen Activities in Video via Image Query by Zhu Zhang et al
06-25-2019	Gesture Recognition in RGB Videos UsingHuman Body Keypoints and Dynamic Time Warping by Pascal Schneider et al
06-25-2019	LipReading with 3D-2D-CNN BLSTM-HMM and word-CTC models by Dilip Kumar Margam et al
06-26-2019	Color Texture Classification Based on Proposed Impulse-Noise Resistant Color Local Binary Patterns and Significant Points Selection Algorithm by Shervan Fekri-Ershad et al
06-28-2019	Background Subtraction using Adaptive Singular Value Decomposition by Günther Reitberger et al
06-27-2019	BTEL: A Binary Tree Encoding Approach for Visual Localization by Huu Le et al
06-27-2019	Datasets for Face and Object Detection in Fisheye Images by Jianglin Fu et al
06-26-2019	Gray Level Image Threshold Using Neutrosophic Shannon Entropy by Vasile Patrascu
06-27-2019	Homography from two orientation- and scale-covariant features by Daniel Barath et al
06-26-2019	Detection of small changes in medical and random-dot images comparing self-organizing map performance to human detection by John Wandeto et al
06-27-2019	More chemical detection through less sampling: amplifying chemical signals in hyperspectral data cubes through compressive sensing by Henry Kvinge et al
06-28-2019	A linear method for camera pair self-calibration and multi-view reconstruction with geometrically verified correspondences by Nikos Melanitis et al
06-26-2019	Reconstructing Perceived Images from Brain Activity by Visually-guided Cognitive Representation and Adversarial Learning by Ziqi Ren et al