2020.9.28 Vision papers

09-24-2020	Cloud Cover Nowcasting with Deep Learning by Léa Berthomier et al
09-22-2020	MonoClothCap: Towards Temporally Coherent Clothing Capture from Monocular RGB Video by Donglai Xiang et al
09-23-2020	X-LXMERT: Paint, Caption and Answer Questions with Multi-Modal Transformers by Jaemin Cho et al
09-23-2020	Scene Graph to Image Generation with Contextualized Object Layout Refinement by Maor Ivgi et al
09-23-2020	Attention with Multiple Sources Knowledges for COVID-19 from CT Images by Duy M. H. Nguyen et al
09-24-2020	How Neural Networks Extrapolate: From Feedforward to Graph Neural Networks by Keyulu Xu et al
09-24-2020	Multi-Frame to Single-Frame: Knowledge Distillation for 3D Object Detection by Yue Wang et al
09-24-2020	Learning Graph Normalization for Graph Neural Networks by Yihao Chen et al
09-24-2020	Understanding Fairness of Gender Classification Algorithms Across Gender-Race Groups by Anoop Krishnan et al
09-24-2020	Interpreting and Boosting Dropout from a Game-Theoretic View by Hao Zhang et al
09-24-2020	Exposing GAN-generated Faces Using Inconsistent Corneal Specular Highlights by Shu Hu et al
09-23-2020	Eye Movement Feature Classification for Soccer Expertise Identification in Virtual Reality by Benedikt Hosp et al
09-24-2020	A Gradient Flow Framework For Analyzing Network Pruning by Ekdeep Singh Lubana et al
09-22-2020	Cranial Implant Prediction using Low-Resolution 3D Shape Completion and High-Resolution 2D Refinement by Amirhossein Bayat et al
09-23-2020	Detection of Iterative Adversarial Attacks via Counter Attack by Matthias Rottmann et al
09-24-2020	Attribute Propagation Network for Graph Zero-shot Learning by Lu Liu et al
09-22-2020	Learning Image Labels On-the-fly for Training Robust Classification Models by Xiaosong Wang et al
09-24-2020	Local Context Attention for Salient Object Segmentation by Jing Tan et al
09-23-2020	Few-shot Font Generation with Localized Style Representations and Factorization by Song Park et al
09-23-2020	BWCFace: Open-set Face Recognition using Body-worn Camera by Ali Almadan et al
09-22-2020	Pruning Convolutional Filters using Batch Bridgeout by Najeeb Khan et al
09-22-2020	CLASS: Cross-Level Attention and Supervision for Salient Objects Detection by Lv Tang et al
09-23-2020	Generative Modelling of 3D in-silico Spongiosa with Controllable Micro-Structural Parameters by Emmanuel Iarussi et al
09-23-2020	Insights on Evaluation of Camera Re-localization Using Relative Pose Regression by Amir Shalev et al
09-23-2020	Unifying data for fine-grained visual species classification by Sayali Kulkarni et al
09-23-2020	Dense Forecasting of Wildfire Smoke Particulate Matter Using Sparsity Invariant Convolutional Neural Networks by Renhao Wang et al
09-24-2020	Multi-View Brain HyperConnectome AutoEncoder For Brain State Classification by Alin Banka et al
09-24-2020	G-SimCLR : Self-Supervised Contrastive Learning with Guided Projection via Pseudo Labelling by Souradip Chakraborty et al
09-23-2020	Label-Efficient Multi-Task Segmentation using Contrastive Learning by Junichiro Iwasawa et al
09-23-2020	3D Object Localization Using 2D Estimates for Computer Vision Applications by Taha Hasan Masood Siddique et al
09-23-2020	Semantics-Preserving Adversarial Training by Wonseok Lee et al
09-22-2020	Role of Orthogonality Constraints in Improving Properties of Deep Networks for Image Classification by Hongjun Choi et al
09-24-2020	Residual Feature Distillation Network for Lightweight Image Super-Resolution by Jie Liu et al
09-22-2020	Leveraging Local and Global Descriptors in Parallel to Search Correspondences for Visual Localization by Pengju Zhang et al
09-22-2020	LoRRaL: Facial Action Unit Detection Based on Local Region Relation Learning by Ziqiang Shi et al
09-24-2020	MimicDet: Bridging the Gap Between One-Stage and Two-Stage Object Detection by Xin Lu et al
09-23-2020	FTN: Foreground-Guided Texture-Focused Person Re-Identification by Donghaisheng Liu et al
09-22-2020	CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation by Ran Gu et al
09-22-2020	Spatial-Temporal Block and LSTM Network for Pedestrian Trajectories Prediction by Xiong Dan
09-23-2020	Robust and efficient post-processing for video object detection by Alberto Sabater et al
09-22-2020	Classification of COVID-19 in CT Scans using Multi-Source Transfer Learning by Alejandro R. Martinez
09-23-2020	Learning Non-Unique Segmentation with Reward-Penalty Dice Loss by Jiabo He et al
09-22-2020	TSV Extrusion Morphology Classification Using Deep Convolutional Neural Networks by Brendan Reidy et al
09-23-2020	Generative Model without Prior Distribution Matching by Cong Geng et al
09-22-2020	A Generative Adversarial Approach with Residual Learning for Dust and Scratches Artifacts Removal by Ionuţ Mironică
09-22-2020	An embedded deep learning system for augmented reality in firefighting applications by Manish Bhattarai et al
09-22-2020	Visual Methods for Sign Language Recognition: A Modality-Based Review by Bassem Seddik et al
09-23-2020	Unsupervised Feature Learning for Event Data: Direct vs Inverse Problem Formulation by Dimche Kostadinov et al
09-23-2020	Exploring global diverse attention via pairwise temporal relation for video summarization by Ping Li et al
09-24-2020	Multi-Scale Profiling of Brain Multigraphs by Eigen-based Cross-Diffusion and Heat Tracing for Brain State Profiling by Mustafa Saglam et al
09-22-2020	Deep N-ary Error Correcting Output Codes by Hao Zhang et al
09-23-2020	MAFF-Net: Filter False Positive for 3D Vehicle Detection with Multi-modal Adaptive Feature Fusion by Zehan Zhang et al
09-22-2020	Hamming OCR: A Locality Sensitive Hashing Neural Network for Scene Text Recognition by Bingcong Li et al
09-22-2020	Improving Medical Annotation Quality to Decrease Labeling Burden Using Stratified Noisy Cross-Validation by Joy Hsu et al
09-24-2020	A Computer Vision Approach to Combat Lyme Disease by Sina Akbarian et al
09-22-2020	OpenREALM: Real-time Mapping for Unmanned Aerial Vehicles by Alexander Kern et al
09-23-2020	Automatic Breast Lesion Classification by Joint Neural Analysis of Mammography and Ultrasound by Gavriel Habib et al
09-23-2020	2D-3D Geometric Fusion Network using Multi-Neighbourhood Graph Convolution for RGB-D Indoor Scene Classification by Albert Mosella-Montoro et al
09-22-2020	A Real-time Vision Framework for Pedestrian Behavior Recognition and Intention Prediction at Intersections Using 3D Pose Estimation by Ue-Hwan Kim et al
09-25-2020	A Unified Plug-and-Play Framework for Effective Data Denoising and Robust Abstention by Krishanu Sarker et al
09-22-2020	SAMOT: Switcher-Aware Multi-Object Tracking and Still Another MOT Measure by Weitao Feng et al
09-24-2020	Influence of segmentation accuracy in structural MR head scans on electric field computation for TMS and tES by Essam A. Rashed et al
09-23-2020	Fuzzy Simplicial Networks: A Topology-Inspired Model to Improve Task Generalization in Few-shot Learning by Henry Kvinge et al
09-22-2020	Improving Point Cloud Semantic Segmentation by Learning 3D Object Proposal Generation by Ozan Unal et al
09-23-2020	What is the Reward for Handwriting? -- Handwriting Generation by Imitation Learning by Keisuke Kanda et al
09-23-2020	Automatic identification of fossils and abiotic grains during carbonate microfacies analysis using deep convolutional neural networks by Xiaokang Liu et al
09-22-2020	Angular Luminance for Material Segmentation by Jia Xue et al
09-23-2020	Foreseeing Brain Graph Evolution Over Time Using Deep Adversarial Network Normalizer by Zeynep Gurler et al
09-23-2020	Augmented Convolutional LSTMs for Generation of High-Resolution Climate Change Projections by Nidhin Harilal et al
09-22-2020	Tailoring: encoding inductive biases by optimizing unsupervised objectives at prediction time by Ferran Alet et al
09-22-2020	Curriculum Learning with Diversity for Supervised Computer Vision Tasks by Petru Soviany
09-22-2020	What Do You See? Evaluation of Explainable Artificial Intelligence (XAI) Interpretability through Neural Backdoors by Yi-Shan Lin et al
09-23-2020	Interactive Learning for Semantic Segmentation in Earth Observation by Gaston Lenczner et al
09-23-2020	Whole Slide Images based Cancer Survival Prediction using Attention Guided Deep Multiple Instance Learning Networks by Jiawen Yao et al
09-23-2020	Robustification of Segmentation Models Against Adversarial Perturbations In Medical Imaging by Hanwool Park et al
09-23-2020	Multiplexed Illumination for Classifying Visually Similar Objects by Taihua Wang et al
09-22-2020	Adaptive Debanding Filter by Zhengzhong Tu et al
09-22-2020	Neural Face Models for Example-Based Visual Speech Synthesis by Wolfgang Paier et al
09-24-2020	Multidimensional TV-Stokes for image processing by Bin Wu et al
09-24-2020	Alternating minimization for a single step TV-Stokes model for image denoising by Bin Wu et al
09-22-2020	Conditional Sequential Modulation for Efficient Global Image Retouching by Jingwen He et al
09-22-2020	Age-Net: An MRI-Based Iterative Framework for Biological Age Estimation by Karim Armanious et al
09-22-2020	Self-Supervised Learning of Non-Rigid Residual Flow and Ego-Motion by Ivan Tishchenko et al
09-23-2020	Residual Embedding Similarity-Based Network Selection for Predicting Brain Network Evolution Trajectory from a Single Observation by Ahmet Serkan Goktas et al
09-23-2020	A Simple Yet Effective Method for Video Temporal Grounding with Cross-Modality Attention by Binjie Zhang et al
09-24-2020	ECOVNet: An Ensemble of Deep Convolutional Neural Networks Based on EfficientNet to Detect COVID-19 From Chest X-rays by Nihad Karim Chowdhury et al
09-25-2020	Predicting galaxy spectra from images with hybrid convolutional neural networks by John F. Wu et al
09-23-2020	Learning Visual Voice Activity Detection with an Automatically Annotated Dataset by Sylvain Guy et al
09-22-2020	Frame-wise Cross-modal Match for Video Moment Retrieval by Haoyu Tang et al
09-23-2020	GSR-Net: Graph Super-Resolution Network for Predicting High-Resolution from Low-Resolution Functional Brain Connectomes by Megi Isallari et al
09-25-2020	Deep Adversarial Transition Learning using Cross-Grafted Generative Stacks by Jinyong Hou et al
09-22-2020	The Use of AI for Thermal Emotion Recognition: A Review of Problems and Limitations in Standard Design and Data by Catherine Ordun et al
09-23-2020	Information-Theoretic Visual Explanation for Black-Box Classifiers by Jihun Yi et al
09-22-2020	Kernelized dense layers for facial expression recognition by M. Amine Mahmoudi et al
09-24-2020	Iterative regularization algorithms for image denoising with the TV-Stokes model by Bin Wu et al
09-25-2020	SemanticVoxels: Sequential Fusion for 3D Pedestrian Detection using LiDAR Point Cloud and Semantic Segmentation by Juncong Fei et al
09-22-2020	Performance Indicator in Multilinear Compressive Learning by Dat Thanh Tran et al
09-22-2020	Efficient DWT-based fusion techniques using genetic algorithm for optimal parameter estimation by S. Kavitha et al
09-25-2020	Locally orderless tensor networks for classifying two- and three-dimensional medical images by Raghavendra Selvan et al
09-23-2020	Anisotropic 3D Multi-Stream CNN for Accurate Prostate Segmentation from Multi-Planar MRI by Anneke Meyer et al
09-24-2020	Tied Block Convolution: Leaner and Better CNNs with Shared Thinner Filters by Xudong Wang et al
09-23-2020	A Linear Transportation LpLp Distance for Pattern Recognition by Oliver M. Crook et al
09-25-2020	Are scene graphs good enough to improve Image Captioning? by Victor Milewski et al
09-22-2020	Whole page recognition of historical handwriting by Hans J. G. A. Dolfing
09-24-2020	Going to Extremes: Weakly Supervised Medical Image Segmentation by Holger R Roth et al
09-25-2020	AIM 2020 Challenge on Real Image Super-Resolution: Methods and Results by Pengxu Wei et al
09-24-2020	Adversarial Brain Multiplex Prediction From a Single Network for High-Order Connectional Gender-Specific Brain Mapping by Ahmed Nebli et al
09-25-2020	Tarsier: Evolving Noise Injection in Super-Resolution GANs by Baptiste Roziere et al
09-25-2020	DPN: Detail-Preserving Network with High Resolution Representation for Efficient Segmentation of Retinal Vessels by Song Guo
09-24-2020	CoFF: Cooperative Spatial Feature Fusion for 3D Object Detection on Autonomous Vehicles by Jingda Guo et al
09-25-2020	Training CNNs in Presence of JPEG Compression: Multimedia Forensics vs Computer Vision by Sara Mandelli et al
09-24-2020	Image-Based Sorghum Head Counting When You Only Look Once by Lawrence Mosley et al
09-24-2020	Deep Multi-Scale Feature Learning for Defocus Blur Estimation by Ali Karaali et al
09-22-2020	Detection Of Concrete Cracks using Dual-channel Deep Convolutional Network by Babloo Kumar et al
09-25-2020	Database Annotation with few Examples: An Atlas-based Framework using Diffeomorphic Registration of 3D Trees by Pierre-Louis Antonsanti et al
09-22-2020	Deep Learning based NAS Score and Fibrosis Stage Prediction from CT and Pathology Data by Ananya Jana et al
09-23-2020	Multiple interaction learning with question-type prior knowledge for constraining answer search space in visual question answering by Tuong Do et al
09-25-2020	In-sample Contrastive Learning and Consistent Attention for Weakly Supervised Object Localization by Minsong Ki et al
09-25-2020	Enhancing MRI Brain Tumor Segmentation with an Additional Classification Network by Hieu T. Nguyen et al
09-25-2020	From Pixel to Patch: Synthesize Context-aware Features for Zero-shot Semantic Segmentation by Zhangxuan Gu et al
09-24-2020	Brain Tumor Segmentation using 3D-CNNs with Uncertainty Estimation by Laura Mora Ballestar et al
09-22-2020	Heuristic Rank Selection with Progressively Searching Tensor Ring Network by Nannan Li et al
09-25-2020	Improved Dimensionality Reduction of various Datasets using Novel Multiplicative Factoring Principal Component Analysis (MPCA) by Chisom Ezinne Ogbuanya
09-24-2020	daVinciNet: Joint Prediction of Motion and Surgical State in Robot-Assisted Surgery by Yidan Qin et al
09-24-2020	PK-GCN: Prior Knowledge Assisted Image Classification using Graph Convolution Networks by Xueli Xiao et al
09-24-2020	Style-invariant Cardiac Image Segmentation with Test-time Augmentation by Xiaoqiong Huang et al
09-25-2020	SuPEr-SAM: Using the Supervision Signal from a Pose Estimator to Train a Spatial Attention Module for Personal Protective Equipment Recognition by Adrian Sandru et al
09-25-2020	CAD2Real: Deep learning with domain randomization of CAD data for 3D pose estimation of electronic control unit housings by Simon Baeuerle et al
09-24-2020	An original framework for Wheat Head Detection using Deep, Semi-supervised and Ensemble Learning within Global Wheat Head Detection (GWHD) Dataset by Fares Fourati et al