02.10.19 Vision papers

02-06-2019

Daedalus: Breaking Non-Maximum Suppression in Object Detection via Adversarial Examples
by Derui Wang et al

02-07-2019

Matrix Cofactorization for Joint Representation Learning and Supervised Classification -- Application to Hyperspectral Image Analysis
by Adrien Lagrange et al

02-06-2019

Deep Morphological Simplification Network (MS-Net) for Guided Registration of Brain Magnetic Resonance Images
by Dongming Wei et al

02-07-2019

Beholder-GAN: Generation and Beautification of Facial Images with Conditioning on Their Beauty Level
by Nir Diamant et al

02-06-2019

CLEAR: A Consistent Lifting, Embedding, and Alignment Rectification Algorithm for Multi-Agent Data Association
by Kaveh Fathian et al

02-06-2019

Generative Image Translation for Data Augmentation of Bone Lesion Pathology
by Anant Gupta et al

02-07-2019

Advances on CNN-based super-resolution of Sentinel-2 images
by Massimiliano Gargiulo

02-07-2019

StampNet: unsupervised multi-class object discovery
by Joost Visser et al

02-07-2019

A Single-shot Object Detector with Feature Aggragation and Enhancement
by Weiqiang Li et al

02-06-2019

Real-time 3D Traffic Cone Detection for Autonomous Driving
by Ankit Dhall et al

02-07-2019

Unsupervised Data Uncertainty Learning in Visual Retrieval Systems
by Ahmed Taha et al

02-06-2019

Progressive Generative Adversarial Networks for Medical Image Super resolution
by Dwarikanath Mahapatra et al

02-07-2019

CHIP: Channel-wise Disentangled Interpretation of Deep Convolutional Neural Networks
by Xinrui Cui et al

02-06-2019

Speeding up scaled gradient projection methods using deep neural networks for inverse problems in image processing
by Byung Hyun Lee et al

02-06-2019

BIVA: A Very Deep Hierarchy of Latent Variables for Generative Modeling
by Lars Maaløe et al

02-08-2019

Discretization based Solutions for Secure Machine Learning against Adversarial Attacks
by Priyadarshini Panda et al

02-08-2019

A Fast Algorithm for Cosine Transform Based Tensor Singular Value Decomposition
by Wen-Hao Xu et al

02-07-2019

AdaScale: Towards Real-time Video Object Detection Using Adaptive Scaling
by Ting-Wu Chin et al

02-07-2019

FDDB-360: Face Detection in 360-degree Fisheye Images
by Jianglin Fu et al

02-08-2019

Understanding the One-Pixel Attack: Propagation Maps and Locality Analysis
by Danilo Vasconcellos Vargas et al

02-07-2019

Reversible GANs for Memory-efficient Image-to-Image Translation
by Tycho F. A. van der Ouderaa et al

02-06-2019

Theoretical analysis on Noise2Noise using Steins Unbiased Risk Estimator for Gaussian denoising: Towards unsupervised training with clipped noisy images
by Magauiya Zhussip et al

02-07-2019

Fully Convolutional Neural Network for Semantic Segmentation of Anatomical Structure and Pathologies in Colour Fundus Images Associated with Diabetic Retinopathy
by Oindrila Saha et al

02-07-2019

A Comprehensive Overview of Biometric Fusion
by Maneet Singh et al

02-07-2019

Informing Computer Vision with Optical Illusions
by Nasim Nematzadeh et al

02-08-2019

Software-Defined FPGA Accelerator Design for Mobile Deep Learning Applications
by Panagiotis G. Mousouliotis et al

02-07-2019

DoPAMINE: Double-sided Masked CNN for Pixel Adaptive Multiplicative Noise Despeckling
by Sunghwan Joo et al

02-06-2019

Automating Interpretability: Discovering and Testing Visual Concepts Learned by Neural Networks
by Amirata Ghorbani et al

02-07-2019

Robustness Of Saak Transform Against Adversarial Attacks
by Thiyagarajan Ramanathan et al

02-08-2019

Skeleton-Based Online Action Prediction Using Scale Selection Network
by Jun Liu et al

02-08-2019

Minimal Images in Deep Neural Networks: Fragile Object Recognition in Natural Images
by Sanjana Srivastava et al

02-06-2019

Unstructured Multi-View Depth Estimation Using Mask-Based Multiplane Representation
by Yuxin Hou et al

02-07-2019

Virtual Training for a Real Application: Accurate Object-Robot Relative Localization without Calibration
by Vianney Loing et al

02-08-2019

FocusNet: An attention-based Fully Convolutional Network for Medical Image Segmentation
by Chaitanya Kaul et al

02-07-2019

Visual search and recognition for robot task execution and monitoring
by Lorenzo Mauro et al

02-07-2019

Deep execution monitor for robot assistive tasks
by Lorenzo Mauro et al

02-06-2019

Content-based image retrieval system with most relevant features among wavelet and color features
by Abdolreza Rashno et al

02-07-2019

Neural Inverse Knitting: From Images to Manufacturing Instructions
by Alexandre Kaspar et al

02-07-2019

SiamVGG: Visual Tracking using Deeper Siamese Networks
by Yuhong Li et al

02-06-2019

Fooling Neural Network Interpretations via Adversarial Model Manipulation
by Juyeon Heo et al

02-08-2019

Reducing Uncertainty in Undersampled MRI Reconstruction with Active Acquisition
by Zizhao Zhang et al

02-08-2019

OrthographicNet: A Deep Learning Approach for 3D Object Recognition in Open-Ended Domains
by Hamidreza Kasaei

02-07-2019

Evaluating Crowd Density Estimators via Their Uncertainty Bounds
by Jennifer Vandoni et al

02-07-2019

A Simple Baseline for Bayesian Uncertainty in Deep Learning
by Wesley Maddox et al

02-06-2019

GEN-SLAM: Generative Modeling for Monocular Simultaneous Localization and Mapping
by Punarjay Chakravarty et al

02-07-2019

3D Human Pose Estimation from Deep Multi-View 2D Pose
by Steven Schwarcz et al

02-07-2019

FaceSpoof Buster: a Presentation Attack Detector Based on Intrinsic Image Properties and Deep Learning
by Rodrigo Bresan et al

02-07-2019

Online Clustering by Penalized Weighted GMM
by Shlomo Bugdary et al

02-07-2019

Single Network Panoptic Segmentation for Street Scene Understanding
by Daan de Geus et al

02-06-2019

Bidirectional Inference Networks: A Class of Deep Bayesian Networks for Health Profiling
by Hao Wang et al

02-07-2019

Illumination Invariant Foreground Object Segmentation using ForeGANs
by Maryam Sultana et al

02-08-2019

Addressing Overfitting on Pointcloud Classification using Atrous XCRF
by Hasan Asyari Arief et al

02-06-2019

Adversarially Learning a Local Anatomical Prior: Vertebrae Labelling with 2D reformations
by Anjany Sekuboyina et al

02-08-2019

A 3D Probabilistic Deep Learning System for Detection and Diagnosis of Lung Cancer Using Low-Dose CT Scans
by Onur Ozdemir et al

Craig Smith