2019.12.08 Vision papers

12-05-2019	Multi-Modal Deep Clustering: Unsupervised Partitioning of Images by Guy Shiran et al
12-03-2019	Visual Illusions Also Deceive Convolutional Neural Networks: Analysis and Implications by A. Gomez-Villa et al
12-04-2019	Divided We Stand: A Novel Residual Group Attention Mechanism for Medical Image Segmentation by Chaitanya Kaul et al
12-04-2019	MORPHOLO C++ Library for glasses-free multi-view stereo vision and streaming of live 3D video by Enrique Canessa et al
12-04-2019	Deep Morphological Hit-or-Miss Transform Neural Network by Muhammad Aminul Islam et al
12-06-2019	Gaussian Process Priors for View-Aware Inference by Yuxin Hou et al
12-04-2019	StarGAN v2: Diverse Image Synthesis for Multiple Domains by Yunjey Choi et al
12-03-2019	Quantifying Urban Canopy Cover with Deep Convolutional Neural Networks by Bill Cai et al
12-04-2019	Learnt dynamics generalizes across tasks, datasets, and populations by U. Mahmood et al
12-03-2019	Physics-based Simulation of Continuous-Wave LIDAR for Localization, Calibration and Tracking by Eric Heiden et al
12-04-2019	Angular Visual Hardness by Beidi Chen et al
12-06-2019	A Benchmark for Lidar Sensors in Fog: Is Detection Breaking Down? by Mario Bijelic et al
12-04-2019	GraphPoseGAN: 3D Hand Pose Estimation from a Monocular RGB Image via Adversarial Learning on Graphs by Yiming He et al
12-04-2019	A Fully-Integrated Sensing and Control System for High-Accuracy Mobile Robotic Building Construction by Abel Gawel et al
12-04-2019	Protecting Geolocation Privacy of Photo Collections by Jinghan Yang et al
12-03-2019	Joint Graph-based Depth Refinement and Normal Estimation by Mattia Rossi et al
12-03-2019	Viewpoint-Aware Loss with Angular Regularization for Person Re-Identification by Zhihui Zhu et al
12-05-2019	Self-Supervised Learning of Video-Induced Visual Invariances by Michael Tschannen et al
12-03-2019	The Knowledge Within: Methods for Data-Free Model Compression by Matan Haroush et al
12-04-2019	Learning Multi-Object Tracking and Segmentation from Automatic Annotations by Lorenzo Porzi et al
12-03-2019	Integrating Motion into Vision Models for Better Visual Prediction by Michael Hazoglou et al
12-03-2019	A Study of Black Box Adversarial Attacks in Computer Vision by Siddhant Bhambri et al
12-06-2019	Controlling Style and Semantics in Weakly-Supervised Image Generation by Dario Pavllo et al
12-06-2019	Self-Supervised Visual Terrain Classification from Unsupervised Acoustic Feature Learning by Jannik Zürn et al
12-06-2019	Tree bark re-identification using a deep-learning feature descriptor by Martin Robert et al
12-05-2019	Classifying Diagrams and Their Parts using Graph Neural Networks: A Comparison of Crowd-Sourced and Expert Annotations by Tuomo Hiippala
12-04-2019	12-in-1: Multi-Task Vision and Language Representation Learning by Jiasen Lu et al
12-04-2019	Computational Mirrors: Blind Inverse Light Transport by Deep Matrix Factorization by Miika Aittala et al
12-05-2019	Exposing Fake Images with Forensic Similarity Graphs by Owen Mayer et al
12-04-2019	Algorithmic Discrimination: Formulation and Exploration in Deep Learning-based Face Biometrics by Ignacio Serna et al
12-04-2019	Object Detection with Convolutional Neural Networks by Kaidong Li et al
12-05-2019	Learning Super-resolved Depth from Active Gated Imaging by Tobias Gruber et al
12-04-2019	Why Should we Combine Training and Post-Training Methods for Out-of-Distribution Detection? by Aristotelis-Angelos Papadopoulos et al
12-03-2019	Real-Time Panoptic Segmentation from Dense Detections by Rui Hou et al
12-04-2019	Mining Domain Knowledge: Improved Framework towards Automatically Standardizing Anatomical Structure Nomenclature in Radiotherapy by Qiming Yang et al
12-03-2019	Learning to Separate: Detecting Heavily-Occluded Objects in Urban Scenes by Chenhongyi Yang et al
12-04-2019	Multiple Anchor Learning for Visual Object Detection by Wei Ke et al
12-04-2019	Compositional Temporal Visual Grounding of Natural Language Event Descriptions by Jonathan C. Stroud et al
12-05-2019	CLOTH3D: Clothed 3D Humans by Hugo Bertiche et al
12-06-2019	Benchmarking Image Sensors Under Adverse Weather Conditions for Autonomous Driving by Mario Bijelic et al
12-04-2019	15 Keypoints Is All You Need by Michael Snower et al
12-04-2019	Adjusting Decision Boundary for Class Imbalanced Learning by Byungju Kim et al
12-03-2019	Maximum entropy methods for texture synthesis: theory and practice by Valentin De Bortoli et al
12-03-2019	EDAS: Efficient and Differentiable Architecture Search by Hyeong Gwon Hong et al
12-03-2019	Multi-view Subspace Clustering via Partition Fusion by Juncheng Lv et al
12-05-2019	OASIS: One-pass aligned Atlas Set for Image Segmentation by Qikui Zhu et al
12-05-2019	BBN: Bilateral-Branch Network with Cumulative Learning for Long-Tailed Visual Recognition by Boyan Zhou et al
12-04-2019	Learning from Interventions using Hierarchical Policies for Safe Learning by Jing Bi et al
12-04-2019	Research on dynamic target detection and tracking system of hexapod robot by Dexin Wang
12-04-2019	Self-Supervised Learning of Pretext-Invariant Representations by Ishan Misra et al
12-06-2019	A Neural Spiking Approach Compared to Deep Feedforward Networks on Stepwise Pixel Erasement by René Larisch et al
12-06-2019	Dynamic Convolutions: Exploiting Spatial Sparsity for Faster Inference by Thomas Verelst et al
12-06-2019	NASA: Neural Articulated Shape Approximation by Timothy Jeruzalski et al
12-04-2019	3D Objectness Estimation via Bottom-up Regret Grouping by Zelin Ye et al
12-06-2019	Weak Supervision helps Emergence of Word-Object Alignment and improves Vision-Language Tasks by Corentin Kervadec et al
12-06-2019	DeepEthnic: Multi-Label Ethnic Classification from Face Images by Katia Huri et al
12-05-2019	Zero-Shot Generation of Human-Object Interaction Videos by Megha Nawhal et al
12-04-2019	Adversarial Domain Adaptation with Domain Mixup by Minghao Xu et al
12-03-2019	Learning to Super Resolve Intensity Images from Events by S. Mohammad Mostafavi I. et al
12-03-2019	Structure Learning with Similarity Preserving by Zhao Kang et al
12-03-2019	Robust Invisible Hyperlinks in Physical Photographs Based on 3D Rendering Attacks by Jun Jia et al
12-05-2019	Revisiting Non Local Sparse Models for Image Restoration by Bruno Lecouat et al
12-04-2019	Learning to synthesise the ageing brain without longitudinal data by Tian Xia et al
12-05-2019	Revisiting Few-Shot Learning for Facial Expression Recognition by Anca-Nicoleta Ciubotaru et al
12-04-2019	Static and Dynamic Fusion for Multi-modal Cross-ethnicity Face Anti-spoofing by Ajian Liu et al
12-04-2019	Towards Robust Image Classification Using Sequential Attention Models by Daniel Zoran et al
12-06-2019	Grid-GCN for Fast and Scalable Point Cloud Learning by Qiangeng Xu
12-05-2019	Deep learning with noisy labels: exploring techniques and remedies in medical image analysis by Davood Karimi et al
12-04-2019	Deep Double Descent: Where Bigger Models and More Data Hurt by Preetum Nakkiran et al
12-03-2019	QUEST: Quantized embedding space for transferring knowledge by Himalaya Jain et al
12-05-2019	A Document Skew Detection Method Using Fast Hough Transform by Pavel Bezmaternykh et al
12-03-2019	Hi-CMD: Hierarchical Cross-Modality Disentanglement for Visible-Infrared Person Re-Identification by Seokeon Choi et al
12-03-2019	Convolutional STN for Weakly Supervised Object Localization and Beyond by Akhil Meethal et al
12-03-2019	Multiscale Self Attentive Convolutions for Vision and Language Modeling by Oren Barkan
12-03-2019	Degenerative Adversarial NeuroImage Nets for 3D Simulations: Application in Longitudinal MRI by Daniele Ravi et al
12-03-2019	The Analysis of Projective Transformation Algorithms for Image Recognition on Mobile Devices by Anton Trusov et al
12-06-2019	Exploring Unlabeled Faces for Novel Attribute Discovery by Hyojin Bahng et al
12-03-2019	ALFRED: A Benchmark for Interpreting Grounded Instructions for Everyday Tasks by Mohit Shridhar et al
12-04-2019	A Novel Hybrid Scheme Using Genetic Algorithms and Deep Learning for the Reconstruction of Portuguese Tile Panels by Daniel Rika et al
12-04-2019	Spatial-Frequency Domain Nonlocal Total Variation for Image Denoising by Haijuan Hu et al
12-04-2019	A Method of Detecting End-To-End Curves of Limited Curvature by Ekaterina Panfilova et al
12-04-2019	Better Understanding Hierarchical Visual Relationship for Image Caption by Zheng-cong Fei
12-04-2019	EmbedMask: Embedding Coupling for One-stage Instance Segmentation by Hui Ying et al
12-05-2019	LaTeS: Latent Space Distillation for Teacher-Student Driving Policy Learning by Albert Zhao et al
12-06-2019	3D CNN with Localized Residual Connections for Hyperspectral Image Classification by Shivangi Dwivedi et al
12-06-2019	Pyramid Multi-view Stereo Net with Self-adaptive View Aggregation by Hongwei Yi et al
12-05-2019	Deep Learning Based Segmentation Free License Plate Recognition Using Roadway Surveillance Camera Images by Alperen Elihos et al
12-05-2019	Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection by Shifeng Zhang et al
12-05-2019	Post-Mortem Iris Recognition Resistant to Biological Eye Decay Processes by Mateusz Trokielewicz et al
12-05-2019	Towards Understanding Residual and Dilated Dense Neural Networks via Convolutional Sparse Coding by Zhiyang Zhang et al
12-03-2019	Learning Spatially Structured Image Transformations Using Planar Neural Networks by Joel Michelson et al
12-03-2019	FlowNet3D++: Geometric Losses For Deep Scene Flow Estimation by Zirui Wang et al
12-03-2019	Deep Learning based Switching Filter for Impulsive Noise Removal in Color Images by Krystian Radlak et al
12-04-2019	Fast Projective Image Rectification for Planar Objects with Manhattan Structure by Julia Shemiakina et al
12-04-2019	Trajectory-Based Recognition of Dynamic Persian Sign Language Using Hidden Markov Model by Saeideh Ghanbari Azar et al
12-05-2019	Generating Patient-like Phantoms Using Fully Unsupervised Deformable Image Registration with Convolutional Neural Networks by Junyu Chen et al
12-03-2019	Detecting Finger-Vein Presentation Attacks Using 3D Shape & Diffuse Reflectance Decomposition by Jag Mohan Singh et al
12-06-2019	NASNet: A Neuron Attention Stage-by-Stage Net for Single Image Deraining by Xu Qin et al
12-04-2019	Large-scale Pretraining for Visual Dialog: A Simple State-of-the-Art Baseline by Vishvak Murahari et al
12-06-2019	300 GHz Radar Object Recognition based on Deep Neural Networks and Transfer Learning by Marcel Sheeny et al
12-04-2019	Veni Vidi Dixi: Reliable Wireless Communication with Depth Images by Serkut Ayvaşık et al
12-05-2019	Ultrafast Photorealistic Style Transfer via Neural Architecture Search by Jie An et al
12-03-2019	RGPNet: A Real-Time General Purpose Semantic Segmentation by Elahe Arani et al
12-06-2019	Your Classifier is Secretly an Energy Based Model and You Should Treat it Like One by Will Grathwohl et al
12-03-2019	Robust Morph-Detection at Automated Border Control Gate using Deep Decomposed 3D Shape and Diffuse Reflectance by Jag Mohan Singh et al
12-03-2019	Automatic Video Object Segmentation via Motion-Appearance-Stream Fusion and Instance-aware Segmentation by Sungkwon Choo et al
12-05-2019	Fingerprint Spoof Generalization by Tarang Chugh et al
12-03-2019	It GAN DO Better: GAN-based Detection of Objects on Images with Varying Quality by Charan D. Prakash et al
12-03-2019	Robustness-Driven Exploration with Probabilistic Metric Temporal Logic by Xiaotian Liu et al
12-06-2019	Face Recognition via Locality Constrained Low Rank Representation and Dictionary Learning by He-Feng Yin et al
12-04-2019	Epoch-wise label attacks for robustness against label noise by Sebastian Guendel et al
12-05-2019	Generating 3D People in Scenes without People by Yan Zhang et al
12-06-2019	Performing Arithmetic Using a Neural Network Trained on Digit Permutation Pairs by Marcus D. Bloice et al
12-03-2019	Multi-Criterion Evolutionary Design of Deep Convolutional Neural Networks by Zhichao Lu et al
12-05-2019	MetalGAN: Multi-Domain Label-Less Image Synthesis Using cGANs and Meta-Learning by Tomaso Fontanini et al
12-05-2019	E2-Capsule Neural Networks for Facial Expression Recognition Using AU-Aware Attention by Shan Cao et al
12-03-2019	Multi-Channel Volumetric Neural Network for Knee Cartilage Segmentation in Cone-beam CT by Jennifer Maier et al
12-04-2019	AdversarialNAS: Adversarial Neural Architecture Search for GANs by Chen Gao et al
12-04-2019	Walking on the Edge: Fast, Low-Distortion Adversarial Examples by Hanwei Zhang et al
12-04-2019	Visual Reaction: Learning to Play Catch with Your Drone by Kuo-Hao Zeng et al
12-03-2019	LiteEval: A Coarse-to-Fine Framework for Resource Efficient Video Recognition by Zuxuan Wu et al
12-04-2019	A Method of Fluorescent Fibers Detection on Identity Documents under Ultraviolet Light by Kunina I. A. et al
12-05-2019	End-to-end Training of CNN-CRF via Differentiable Dual-Decomposition by Shaofei Wang et al
12-06-2019	Recent advances in deep learning applied to skin cancer detection by Andre G. C. Pacheco et al
12-05-2019	PolyTransform: Deep Polygon Transformer for Instance Segmentation by Justin Liang et al
12-05-2019	KeyPose: Multi-view 3D Labeling and Keypoint Estimation for Transparent Objects by Xingyu Liu et al
12-05-2019	An Accelerated Correlation Filter Tracker by Tianyang Xu et al
12-04-2019	Efficient feature embedding of 3D brain MRI images for content-based image retrieval with deep metric learning by Yuto Onga et al
12-04-2019	Drone-based Joint Density Map Estimation, Localization and Tracking with Space-Time Multi-Scale Attention Network by Longyin Wen et al
12-06-2019	Achieving Robustness in the Wild via Adversarial Mixing with Disentangled Representations by Sven Gowal et al
12-05-2019	Blind Inpainting of Large-scale Masks of Thin Structures with Adversarial and Reinforcement Learning by Hao Chen et al
12-05-2019	Smartphone Multi-modal Biometric Authentication: Database and Evaluation by Raghavendra Ramachandra et al
12-03-2019	A deep learning based tool for automatic brain extraction from functional magnetic resonance images in rodents by Sidney Pontes-Filho et al
12-04-2019	Template co-updating in multi-modal human activity recognition systems by Annalisa Franco et al
12-06-2019	Perspective-consistent multifocus multiview 3D reconstruction of small objects by Hengjia Li et al
12-04-2019	Lets Get Dirty: GAN Based Data Augmentation for Soiling and Adverse Weather Classification in Autonomous Driving by Michal Uricar et al
12-04-2019	Explorable Super Resolution by Yuval Bahat et al
12-04-2019	Knee Cartilage Segmentation Using Diffusion-Weighted MRI by Alejandra Duarte et al
12-04-2019	Diversity-Generated Image Inpainting with Style Extraction by Weiwei Cai et al
12-05-2019	Why Having 10,000 Parameters in Your Camera Model is Better Than Twelve by Thomas Schöps et al
12-05-2019	Diagnostic Image Quality Assessment and Classification in Medical Imaging: Opportunities and Challenges by Jeffrey Ma et al
12-03-2019	Scene recognition based on DNN and game theory with its applications in human-robot interaction by R. Q. Wang et al
12-03-2019	EventGAN: Leveraging Large Scale Image Datasets for Event Cameras by Alex Zihao Zhu et al
12-03-2019	Asymmetric Co-Teaching for Unsupervised Cross Domain Person Re-Identification by Fengxiang Yang et al
12-03-2019	A Step Towards Exposing Bias in Trained Deep Convolutional Neural Network Models by Daniel Omeiza
12-03-2019	Conv-MPN: Convolutional Message Passing Neural Network for Structured Outdoor Architecture Reconstruction by Fuyang Zhang et al
12-04-2019	Spectral-GANs for High-Resolution 3D Point-cloud Generation by Sameera Ramasinghe et al
12-05-2019	Detection of Face Recognition Adversarial Attacks by Fabio Valerio Massoli et al
12-05-2019	RED-NET: A Recursive Encoder-Decoder Network for Edge Detection by Truc Le et al
12-05-2019	A Comparative Analysis of Virtual Reality Head-Mounted Display Systems by Arian Mehrfard et al
12-06-2019	Visual-Textual Association with Hardest and Semi-Hard Negative Pairs Mining for Person Search by Jing Ge et al
12-05-2019	AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty by Dan Hendrycks et al
12-03-2019	Cyclic Functional Mapping: Self-supervised correspondence between non-isometric deformable shapes by Dvir Ginzburg et al
12-04-2019	Robust Visual Object Tracking with Natural Language Region Proposal Network by Qi Feng et al
12-04-2019	A Low Computational Approach for Price Tag Recognition by M. A. Aliev et al
12-06-2019	Waterfall Atrous Spatial Pooling Architecture for Efficient Semantic Segmentation by Bruno Artacho et al
12-05-2019	Cross-Resolution Learning for Face Recognition by Fabio Valerio Massoli et al
12-04-2019	Handwriting-Based Gender Classification Using End-to-End Deep Neural Networks by Evyatar Illouz et al
12-06-2019	Connecting Vision and Language with Localized Narratives by Jordi Pont-Tuset et al
12-06-2019	Video to Events: Bringing Modern Computer Vision Closer to Event Cameras by Daniel Gehrig et al
12-03-2019	A Context-Aware Loss Function for Action Spotting in Soccer Videos by Anthony Cioppa et al
12-03-2019	ATIS + SpiNNaker: a Fully Event-based Visual Tracking Demonstration by Arren Glover et al