2020.9.7 Vision papers

09-03-2020	Flow-edge Guided Video Completion by Chen Gao et al
09-02-2020	Excavating Excavating AI: The Elephant in the Gallery by Michael J. Lyons
09-01-2020	A Primer on Motion Capture with Deep Learning: Principles, Pitfalls and Perspectives by Alexander Mathis et al
09-01-2020	Fed-Sim: Federated Simulation for Medical Imaging by Daiqing Li et al
09-03-2020	TopoMap: A 0-dimensional Homology Preserving Projection of High-Dimensional Data by Harish Doraiswamy et al
09-02-2020	Efficiency in Real-time Webcam Gaze Tracking by Amogh Gudi et al
09-03-2020	Ref-NMS: Breaking Proposal Bottlenecks in Two-Stage Referring Expression Grounding by Long Chen et al
09-02-2020	Lifelong Object Detection by Wang Zhou et al
09-03-2020	Computational Analysis of Deformable Manifolds: from Geometric Modelling to Deep Learning by Stefan C Schonsheck
09-03-2020	TAP-Net: Transport-and-Pack using Reinforcement Learning by Ruizhen Hu et al
09-03-2020	Fundus Image Analysis for Age Related Macular Degeneration: ADAM-2020 Challenge Report by Sharath M Shankaranarayana
09-03-2020	Auto-Classifier: A Robust Defect Detector Based on an AutoML Head by Vasco Lopes et al
09-02-2020	When Image Decomposition Meets Deep Learning: A Novel Infrared and Visible Image Fusion Method by Zixiang Zhao et al
09-02-2020	Neural Crossbreed: Neural Based Image Metamorphosis by Sanghun Park et al
09-03-2020	Physics-based Shading Reconstruction for Intrinsic Image Decomposition by Anil S. Baslamisli et al
09-03-2020	TRACE: Transform Aggregate and Compose Visiolinguistic Representations for Image Search with Text Feedback by Surgan Jandial et al
09-01-2020	Estimating the Brittleness of AI: Safety Integrity Levels and the Need for Testing Out-Of-Distribution Performance by Andrew J. Lohn
09-02-2020	Deep Generative Model for Image Inpainting with Local Binary Pattern Learning and Spatial Attention by Haiwei Wu et al
09-03-2020	Modeling Global Body Configurations in American Sign Language by Nicholas Wilkins et al
09-02-2020	Real Image Super Resolution Via Heterogeneous Model using GP-NAS by Zhihong Pan et al
09-02-2020	Tasks Integrated Networks: Joint Detection and Retrieval for Image Search by Lei Zhang et al
09-04-2020	TiVGAN: Text to Image to Video Generation with Step-by-Step Evolutionary Generator by Doyeon Kim et al
09-02-2020	Deep Learning to Detect Bacterial Colonies for the Production of Vaccines by Thomas Beznik et al
09-03-2020	Detection-Aware Trajectory Generation for a Drone Cinematographer by Boseong Felipe Jeon et al
09-03-2020	Multimodal brain tumor classification by Marvin Lerousseau et al
09-02-2020	DARTS-: Robustly Stepping out of Performance Collapse Without Indicators by Xiangxiang Chu et al
09-03-2020	SCG-Net: Self-Constructing Graph Neural Networks for Semantic Segmentation by Qinghui Liu et al
09-03-2020	MIPGAN -- Generating Robust and High Quality Morph Attacks Using Identity Prior Driven GAN by Haoyu Zhang et al
09-03-2020	1st Place Solution of LVIS Challenge 2020: A Good Box is not a Guarantee of a Good Mask by Jingru Tan et al
09-03-2020	Multi-Loss Weighting with Coefficient of Variations by Rick Groenendijk et al
09-02-2020	An Internal Cluster Validity Index Based on Distance-based Separability Measure by Shuyue Guan et al
09-03-2020	Synthetic-to-Real Unsupervised Domain Adaptation for Scene Text Detection in the Wild by Weijia Wu et al
09-04-2020	SketchPatch: Sketch Stylization via Seamless Patch-level Synthesis by Noa Fish et al
09-01-2020	Aggregating Long-Term Context for Learning Surgical Workflows by Yutong Ban et al
09-02-2020	Spatial Transformer Point Convolution by Yuan Fang et al
09-03-2020	A Hybrid Deep Learning Model for Arabic Text Recognition by Mohammad Fasha et al
09-03-2020	Dexterous Robotic Grasping with Object-Centric Visual Affordances by Priyanka Mandikal et al
09-03-2020	DESC: Domain Adaptation for Depth Estimation via Semantic Consistency by Adrian Lopez-Rodriguez et al
09-02-2020	Unsupervised Feedforward Feature (UFF) Learning for Point Cloud Classification and Segmentation by Min Zhang et al
09-03-2020	Few-shot Object Detection with Feature Attention Highlight Module in Remote Sensing Images by Zixuan Xiao et al
09-02-2020	Efficient, high-performance pancreatic segmentation using multi-scale feature extraction by Moritz Knolle et al
09-04-2020	Speech Gesture Generation from the Trimodal Context of Text, Audio, and Speaker Identity by Youngwoo Yoon et al
09-01-2020	On Open and Strong-Scaling Tools for Atom Probe Crystallography: High-Throughput Methods for Indexing Crystal Structure and Orientation by Markus Kühbach et al
09-02-2020	Towards Practical Implementations of Person Re-Identification from Full Video Frames by Felix O. Sumari et al
09-03-2020	Layer-specific Optimization for Mixed Data Flow with Mixed Precision in FPGA Design for CNN-based Object Detectors by Duy Thanh Nguyen et al
09-04-2020	Looking for change? Roll the Dice and demand Attention by Foivos I. Diakogiannis et al
09-03-2020	Adherent Mist and Raindrop Removal from a Single Image Using Attentive Convolutional Network by Da He et al
09-02-2020	NITES: A Non-Parametric Interpretable Texture Synthesis Method by Xuejing Lei et al
09-01-2020	Text and Style Conditioned GAN for Generation of Offline Handwriting Lines by Brian Davis et al
09-01-2020	Inducing Predictive Uncertainty Estimation for Face Recognition by Weidi Xie et al
09-02-2020	Noise-Aware Texture-Preserving Low-Light Enhancement by Zohreh Azizi et al
09-03-2020	Heightmap Reconstruction of Macula on Color Fundus Images Using Conditional Generative Adversarial Networks by Peyman Tahghighi et al
09-02-2020	Unsupervised Point Cloud Registration via Salient Points Analysis (SPA) by Pranav Kadam et al
09-03-2020	CNN-Based Ultrasound Image Reconstruction for Ultrafast Displacement Tracking by Dimitris Perdios et al
09-02-2020	Evaluation of Deep Convolutional Generative Adversarial Networks for data augmentation of chest X-ray images by Sagar Kora Venu
09-01-2020	Training Deep Neural Networks with Constrained Learning Parameters by Prasanna Date et al
09-01-2020	Monocular 3D Detection with Geometric Constraints Embedding and Semi-supervised Training by Peixuan Li
09-01-2020	SPAN: Spatial Pyramid Attention Network forImage Manipulation Localization by Xuefeng Hu et al
09-01-2020	Iris Liveness Detection Competition (LivDet-Iris) -- The 2020 Edition by Priyanka Das et al
09-02-2020	Open-set Adversarial Defense by Rui Shao et al
09-02-2020	Overcoming Negative Transfer: A Survey by Wen Zhang et al
09-02-2020	ALEX: Active Learning based Enhancement of a Models Explainability by Ishani Mondal et al
09-02-2020	Perceptual Deep Neural Networks: Adversarial Robustness through Input Recreation by Danilo Vasconcellos Vargas et al
09-02-2020	Robust Object Classification Approach using Spherical Harmonics by Ayman Mukhaimar et al
09-02-2020	Multi-domain semantic segmentation with pyramidal fusion by Marin Oršić et al
09-04-2020	Improving axial resolution in SIM using deep learning by Miguel Boland et al
09-04-2020	Naive Artificial Intelligence by Tomer Barak et al
09-01-2020	Operational vs Convolutional Neural Networks for Image Denoising by Junaid Malik et al
09-01-2020	A Deep 2-Dimensional Dynamical Spiking Neuronal Network for Temporal Encoding trained with STDP by Matthew Evanusa et al
09-02-2020	Continual Prototype Evolution: Learning Online from Non-Stationary Data Streams by Matthias De Lange et al
09-01-2020	MORPH-DSLAM: Model Order Reduction for PHysics-based Deformable SLAM by Alberto Badias et al
09-01-2020	Quality-aware semi-supervised learning for CMR segmentation by Bram Ruijsink et al
09-01-2020	Active Deep Densely Connected Convolutional Network for Hyperspectral Image Classification by Bing Liu et al
09-01-2020	To augment or not to augment? Data augmentation in user identification based on motion sensors by Cezara Benegui et al
09-02-2020	GAIT: Gradient Adjusted Unsupervised Image-to-Image Translation by Ibrahim Batuhan Akkaya et al
09-02-2020	DARWIN: A Highly Flexible Platform for Imaging Research in Radiology by Lufan Chang et al
09-02-2020	3D Facial Geometry Recovery from a Depth View with Attention Guided Generative Adversarial Network by Xiaoxu Cai et al
09-02-2020	Real-time 3D Facial Tracking via Cascaded Compositional Learning by Jianwen Lou et al
09-03-2020	The Little W-Net That Could: State-of-the-Art Retinal Vessel Segmentation with Minimalistic Models by Adrian Galdran et al
09-02-2020	Unsupervised Feature Learning by Autoencoder and Prototypical Contrastive Learning for Hyperspectral Classification by Zeyu Cao et al
09-04-2020	Witches Brew: Industrial Scale Data Poisoning via Gradient Matching by Jonas Geiping et al
09-01-2020	Generalized Zero-Shot Learning via VAE-Conditioned Generative Flow by Yu-Chao Gu et al
09-01-2020	A perception centred self-driving system without HD Maps by Alan Sun
09-01-2020	Personalization in Human Activity Recognition by Anna Ferrari et al
09-02-2020	Seeing wake words: Audio-visual Keyword Spotting by Liliane Momeni et al
09-01-2020	Applying a random projection algorithm to optimize machine learning model for predicting peritoneal metastasis in gastric cancer patients using CT images by Seyedehnafiseh Mirniaharikandehei et al
09-02-2020	Adversarially Robust Neural Architectures by Minjing Dong et al
09-04-2020	Imbalanced Image Classification with Complement Cross Entropy by Yechan Kim et al
09-02-2020	Breast mass detection in digital mammography based on anchor-free architecture by Haichao Cao
09-01-2020	Unsupervised Single-Image Reflection Separation Using Perceptual Deep Image Priors by Suhong Kim et al
09-02-2020	Long-Term Anticipation of Activities with Cycle Consistency by Yazan Abu Farha et al
09-01-2020	Bidirectional Attention Network for Monocular Depth Estimation by Shubhra Aich et al
09-04-2020	S3NAS: Fast NPU-aware Neural Architecture Search Methodology by Jaeseong Lee et al
09-02-2020	Semantically Adaptive Image-to-image Translation for Domain Adaptation of Semantic Segmentation by Luigi Musto et al
09-02-2020	Video Captioning Using Weak Annotation by Jingyi Hou et al
09-02-2020	Privacy Leakage of SIFT Features via Deep Generative Model based Image Reconstruction by Haiwei Wu et al
09-02-2020	Mutual Teaching for Graph Convolutional Networks by Kun Zhan et al
09-03-2020	ESMFL: Efficient and Secure Models for Federated Learning by Sheng Lin et al
09-02-2020	Intrinsic Relationship Reasoning for Small Object Detection by Kui Fu et al
09-03-2020	Limited View Tomographic Reconstruction Using a Deep Recurrent Framework with Residual Dense Spatial-Channel Attention Network and Sinogram Consistency by Bo Zhou et al
09-01-2020	Unsupervised Domain Adaptation with Progressive Adaptation of Subspaces by Weikai Li et al
09-01-2020	3D-DEEP: 3-Dimensional Deep-learning based on elevation patterns forroad scene interpretation by A. Hernández et al
09-01-2020	CLOCs: Camera-LiDAR Object Candidates Fusion for 3D Object Detection by Su Pang et al
09-01-2020	Gaussian Process Gradient Maps for Loop-Closure Detection in Unstructured Planetary Environments by Cedric Le Gentil et al
09-01-2020	Heatmap Regression via Randomized Rounding by Baosheng Yu et al
09-02-2020	On the Structures of Representation for the Robustness of Semantic Segmentation to Input Corruption by Charles Lehman et al

09-01-2020	Distinctive 3D local deep descriptors by Fabio Poiesi et al
09-03-2020	Compression-aware Continual Learning using Singular Value Decomposition by Varigonda Pavan Teja et al
09-02-2020	PCPL: Predicate-Correlation Perception Learning for Unbiased Scene Graph Generation by Shaotian Yan et al
09-01-2020	End-to-End Hyperspectral-Depth Imaging with Learned Diffractive Optics by Seung-Hwan Baek et al
09-02-2020	Convolutional Nonlinear Dictionary with Cascaded Structure Filter Banks by Ruiki Kobayashi et al
09-03-2020	Attribute Adaptive Margin Softmax Loss using Privileged Information by Seyed Mehdi Iranmanesh et al
09-02-2020	Local-HDP: Interactive Open-Ended 3D Object Categorization by H. Ayoobi et al
09-01-2020	View-invariant action recognition by Yogesh S Rawat et al
09-02-2020	Retaining Image Feature Matching Performance Under Low Light Conditions by Pranjay Shyam et al
09-02-2020	MetaSimulator: Simulating Unknown Target Models for Query-Efficient Black-box Attacks by Chen Ma et al
09-01-2020	Temporal Continuity Based Unsupervised Learning for Person Re-Identification by Usman Ali et al
09-02-2020	Transform Quantization for CNN Compression by Sean I. Young et al
09-02-2020	e-TLD: Event-based Framework for Dynamic Object Tracking by Bharath Ramesh et al
09-01-2020	Image Super-Resolution using Explicit Perceptual Loss by Tomoki Yoshida et al
09-01-2020	LSMVOS: Long-Short-Term Similarity Matching for Video Object by Zhang Xuerui et al
09-02-2020	Decentralized Source Localization Using Wireless Sensor Networks from Noisy Data by Akram Hussain
09-02-2020	Face Image Quality Assessment: A Literature Survey by Torsten Schlett et al
09-02-2020	Zero-Shot Human-Object Interaction Recognition via Affordance Graphs by Alessio Sarullo et al
09-03-2020	A general approach to bridge the reality-gap by Michael Lomnitz et al
09-01-2020	A High-Level Description and Performance Evaluation of Pupil Invisible by Marc Tonsen et al
09-01-2020	Uncovering Hidden Challenges in Query-Based Video Moment Retrieval by Mayu Otani et al
09-02-2020	Comprehensive Semantic Segmentation on High Resolution Aerial Imagery for Natural Disaster Assessment by Maryam Rahnemoonfar et al
09-02-2020	Lunar Crater Identification in Digital Images by John A. Christian et al
09-03-2020	SSP-Net: Scalable Sequential Pyramid Networks for Real-Time 3D Human Pose Regression by Diogo Luvizon et al
09-01-2020	NPRportrait 1.0: A Three-Level Benchmark for Non-Photorealistic Rendering of Portraits by Paul L. Rosin et al
09-02-2020	Unsupervised Domain Adaptation For Plant Organ Counting by Tewodros Ayalew et al
09-01-2020	Recognition Oriented Iris Image Quality Assessment in the Feature Space by Leyuan Wang et al
09-02-2020	Structure-Aware Generation Network for Recipe Generation from Images by Hao Wang et al
09-01-2020	PIDNet: An Efficient Network for Dynamic Pedestrian Intrusion Detection by Jingchen Sun et al
09-04-2020	Improving Self-Organizing Maps with Unsupervised Feature Extraction by Lyes Khacef et al
09-02-2020	Going beyond Free Viewpoint: Creating Animatable Volumetric Video of Human Performances by Anna Hilsmann et al
09-02-2020	IAUnet: Global Context-Aware Feature Learning for Person Re-Identification by Ruibing Hou et al
09-03-2020	Federated Learning for Breast Density Classification: A Real-World Implementation by Holger R. Roth et al
09-02-2020	Interactive Visual Study of Multiple Attributes Learning Model of X-Ray Scattering Images by Xinyi Huang et al
09-01-2020	Multi-channel Transformers for Multi-articulatory Sign Language Translation by Necati Cihan Camgoz et al
09-01-2020	Perceiving Humans: from Monocular 3D Localization to Social Distancing by Lorenzo Bertoni et al
09-03-2020	A Comparison of Pre-trained Vision-and-Language Models for Multimodal Representation Learning across Medical Images and Reports by Yikuan Li et al
09-01-2020	Classification of Diabetic Retinopathy Using Unlabeled Data and Knowledge Distillation by Sajjad Abbasi et al
09-04-2020	Real-Time Selfie Video Stabilization by Jiyang Yu et al
09-01-2020	Dual Precision Deep Neural Network by Jae Hyun Park et al
09-03-2020	Modification method for single-stage object detectors that allows to exploit the temporal behaviour of a scene to improve detection accuracy by Menua Gevorgyan
09-01-2020	Multimodal Aggregation Approach for Memory Vision-Voice Indoor Navigation with Meta-Learning by Liqi Yan et al
09-03-2020	Multi-Attention-Network for Semantic Segmentation of High-Resolution Remote Sensing Images by Rui Li et al
09-01-2020	LiftFormer: 3D Human Pose Estimation using attention models by Adrian Llopart
09-01-2020	A Short Review on Data Modelling for Vector Fields by Jun Li et al
09-03-2020	Depth Completion via Inductive Fusion of Planar LIDAR and Monocular Camera by Chen Fu et al
09-02-2020	Exploiting Latent Codes: Interactive Fashion Product Generation, Similar Image Retrieval, and Cross-Category Recommendation using Variational Autoencoders by James-Andrew Sarmiento