2020.3.2 Vision papers

02-28-2020	Neural Inheritance Relation Guided One-Shot Layer Assignment Search by Rang Meng et al
02-28-2020	Exploring and Distilling Cross-Modal Information for Image Captioning by Fenglin Liu et al
02-28-2020	Regional Registration of Whole Slide Image Stacks Containing Highly Deformed Artefacts by Mahsa Paknezhad et al
02-26-2020	Deep Learning Based Cell Parasites Detection by X. F. Xu et al
02-26-2020	Automatically Searching for U-Net Image Translator Architecture by Han Shu et al
02-25-2020	Circle Loss: A Unified Perspective of Pair Similarity Optimization by Yifan Sun et al
02-25-2020	On Feature Normalization and Data Augmentation by Boyi Li et al
02-25-2020	A Deep Learning Framework for Simulation and Defect Prediction Applied in Microelectronics by Nikolaos Dimitriou et al
02-27-2020	Set-Constrained Viterbi for Set-Supervised Action Segmentation by Jun Li et al
02-27-2020	Social-STGCNN: A Social Spatio-Temporal Graph Convolutional Neural Network for Human Trajectory Prediction by Abduallah Mohamed et al
02-26-2020	Evolving Losses for Unsupervised Video Representation Learning by AJ Piergiovanni et al
02-27-2020	NeurIPS 2019 Disentanglement Challenge: Improved Disentanglement through Learned Aggregation of Convolutional Feature Maps by Maximilian Seitzer et al
02-27-2020	Multiple Discrimination and Pairwise CNN for View-based 3D Object Retrieval by Z. Gao et al
02-26-2020	Sketch-to-Art: Synthesizing Stylized Art Images From Sketches by Bingchen Liu et al
02-25-2020	Learning Light Field Angular Super-Resolution via a Geometry-Aware Network by Jing Jin et al
02-25-2020	Multi-Attribute Guided Painting Generation by Minxuan Lin et al
02-28-2020	Applying Tensor Decomposition to image for Robustness against Adversarial Attack by Seungju Cho et al
02-26-2020	GATCluster: Self-Supervised Gaussian-Attention Network for Image Clustering by Chuang Niu et al
02-25-2020	Max-Affine Spline Insights into Deep Generative Networks by Randall Balestriero et al
02-27-2020	Segmentation-based Method combined with Dynamic Programming for Brain Midline Delineation by Shen Wang et al
02-26-2020	Pedestrian Models for Autonomous Driving Part I: low level models, from sensing to tracking by Fanta Camara et al
02-27-2020	The Data Representativeness Criterion: Predicting the Performance of Supervised Classification Based on Data Set Similarity by Evelien Schat et al
02-25-2020	PointAugment: an Auto-Augmentation Framework for Point Cloud Classification by Ruihui Li et al
02-27-2020	Domain Decluttering: Simplifying Images to Mitigate Synthetic-Real Domain Shift and Improve Depth Estimation by Yunhan Zhao et al
02-26-2020	Graphcore C2 Card performance for image-based deep learning application: A Report by Ilyes Kacher et al
02-28-2020	Predicting Sharp and Accurate Occlusion Boundaries in Monocular Depth Estimation Using Displacement Fields by Michael Ramamonjisoa et al
02-28-2020	SCALE-Net: Scalable Vehicle Trajectory Prediction Network under Random Number of Interacting Vehicles via Edge-enhanced Graph Convolutional Neural Network by Hyeongseok Jeon et al
02-27-2020	TGGLines: A Robust Topological Graph Guided Line Segment Detector for Low Quality Binary Images by Ming Gong et al
02-26-2020	CLARA: Clinical Report Auto-completion by Siddharth Biswal et al
02-25-2020	Transfer Learning from Synthetic to Real-Noise Denoising with Adaptive Instance Normalization by Yoonsik Kim et al
02-25-2020	Cross-layer Feature Pyramid Network for Salient Object Detection by Zun Li et al
02-26-2020	A Quadruplet Loss for Enforcing Semantically Coherent Embeddings in Multi-output Classification Problems by Hugo Proença et al
02-25-2020	BERT Can See Out of the Box: On the Cross-modal Transferability of Text Representations by Thomas Scialom et al
02-27-2020	MNN: A Universal and Efficient Inference Engine by Xiaotang Jiang et al
02-27-2020	SilhoNet-Fisheye: Adaptation of A ROI Based Object Pose Estimation Network to Monocular Fisheye Images by Gideon Billings et al
02-27-2020	Learning in the Frequency Domain by Kai Xu et al
02-27-2020	Brain-Inspired Model for Incremental Learning Using a Few Examples by Ali Ayub et al
02-27-2020	Blurry Video Frame Interpolation by Wang Shen et al
02-27-2020	ZoomCount: A Zooming Mechanism for Crowd Counting in Static Images by Usman Sajid et al
02-27-2020	The Mertens Unrolled Network (MU-Net): A High Dynamic Range Fusion Neural Network for Through the Windshield Driver Recognition by Max Ruby et al
02-28-2020	MANet: Multimodal Attention Network based Point- View fusion for 3D Shape Recognition by Yaxin Zhao et al
02-25-2020	Towards Better Surgical Instrument Segmentation in Endoscopic Vision: Multi-Angle Feature Aggregation and Contour Supervision by Fangbo Qin et al
02-25-2020	DDet: Dual-path Dynamic Enhancement Network for Real-World Image Super-Resolution by Yukai Shi et al
02-26-2020	Inceptive Event Time-Surfaces for Object Classification Using Neuromorphic Cameras by R Wes Baldwin et al
02-25-2020	G\odels Sentence Is An Adversarial Example But Unsolvable by Xiaodong Qi et al
02-25-2020	FPConv: Learning Local Flattening for Point Convolution by Yiqun Lin et al
02-26-2020	On Leveraging Pretrained GANs for Limited-Data Generation by Miaoyun Zhao et al
02-26-2020	Learning to Shade Hand-drawn Sketches by Qingyuan Zheng et al
02-27-2020	Multi-Cycle-Consistent Adversarial Networks for CT Image Denoising by Jinglan Liu et al
02-27-2020	Provable Robust Learning Based on Transformation-Specific Smoothing by Linyi Li et al
02-27-2020	Joint 2D-3D Breast Cancer Classification by Gongbo Liang et al
02-27-2020	Affinity guided Geometric Semi-Supervised Metric Learning by Ujjal Kr Dutta et al
02-28-2020	MINA: Convex Mixed-Integer Programming for Non-Rigid Shape Alignment by Florian Bernard et al
02-28-2020	4D Association Graph for Realtime Multi-person Motion Capture Using Multiple Video Cameras by Yuxiang Zhang et al
02-27-2020	Learning Representations by Predicting Bags of Visual Words by Spyros Gidaris et al
02-25-2020	Exploring Learning Dynamics of DNNs via Layerwise Conditioning Analysis by Lei Huang et al
02-26-2020	Dynamic Graph Correlation Learning for Disease Diagnosis with Incomplete Labels by Daizong Liu et al
02-25-2020	Searching for Winograd-aware Quantized Networks by Javier Fernandez-Marques et al
02-26-2020	Improving Robustness of Deep-Learning-Based Image Reconstruction by Ankit Raj et al
02-26-2020	Joint Unsupervised Learning of Optical Flow and Egomotion with Bi-Level Optimization by Shihao Jiang et al
02-25-2020	Generalized Product Quantization Network for Semi-supervised Hashing by Young Kyun Jang et al
02-28-2020	A U-Net Based Discriminator for Generative Adversarial Networks by Edgar Schönfeld et al
02-27-2020	Reducing Geographic Performance Differential for Face Recognition by Martins Bruveris et al
02-27-2020	Action Quality Assessment using Siamese Network-Based Deep Metric Learning by Hiteshi Jain et al
02-27-2020	RSANet: Recurrent Slice-wise Attention Network for Multiple Sclerosis Lesion Segmentation by Hang Zhang et al
02-27-2020	Unbiased Scene Graph Generation from Biased Training by Kaihua Tang et al
02-27-2020	Detecting Patch Adversarial Attacks with Image Residuals by Marius Arvinte et al
02-28-2020	A Multi-Hypothesis Classification Approach to Color Constancy by Daniel Hernandez-Juarez et al
02-25-2020	Technical report: Kidney tumor segmentation using a 2D U-Net followed by a statistical post-processing filter by Iwan Paolucci
02-25-2020	Super-Resolving Commercial Satellite Imagery Using Realistic Training Data by Xiang Zhu et al
02-25-2020	Adversarial Ranking Attack and Defense by Mo Zhou et al
02-25-2020	Gesture recognition with 60GHz 802.11 waveforms by Eran Hof et al
02-27-2020	Improving Learning Effectiveness For Object Detection and Classification in Cluttered Backgrounds by Vinorth Varatharasan et al
02-27-2020	Target Detection, Tracking and Avoidance System for Low-cost UAVs using AI-Based Approaches by Vinorth Varatharasan et al
02-27-2020	LEEP: A New Measure to Evaluate Transferability of Learned Representations by Cuong V. Nguyen et al
02-27-2020	Coronary Wall Segmentation in CCTA Scans via a Hybrid Net with Contours Regularization by Kaikai Huang et al
02-27-2020	Face Verification Using 60~GHz 802.11 waveforms by Eran Hof et al
02-28-2020	Infrared and 3D skeleton feature fusion for RGB-D action recognition by Alban Main de Boissiere et al
02-28-2020	Review: Noise and artifact reduction for MRI using deep learning by Daiki Tamada
02-28-2020	Neural Network Segmentation of Interstitial Fibrosis, Tubular Atrophy, and Glomerulosclerosis in Renal Biopsies by Brandon Ginley et al
02-26-2020	Unpaired Image Super-Resolution using Pseudo-Supervision by Shunta Maeda
02-25-2020	(De)Randomized Smoothing for Certifiable Defense against Patch Attacks by Alexander Levine et al
02-26-2020	Rethinking the Route Towards Weakly Supervised Object Localization by Chen-Lin Zhang et al
02-25-2020	Deep Representation Learning on Long-tailed Data: A Learnable Embedding Augmentation Perspective by Jialun Liu et al
02-27-2020	University-1652: A Multi-view Multi-source Benchmark for Drone-based Geo-localization by Zhedong Zheng et al
02-28-2020	Inverse Graphics GAN: Learning to Generate 3D Shapes from Unstructured 2D Data by Sebastian Lunz et al
02-27-2020	Two-stage breast mass detection and segmentation system towards automated high-resolution full mammogram analysis by Yutong Yan et al
02-27-2020	Total3DUnderstanding: Joint Layout, Object Pose and Mesh Reconstruction for Indoor Scenes from a Single Image by Yinyu Nie et al
02-27-2020	Meta-Transfer Learning for Zero-Shot Super-Resolution by Jae Woong Soh et al
02-27-2020	Detecting and Recovering Adversarial Examples: An Input Sensitivity Guided Method by Mingxuan Li et al
02-27-2020	Utilizing Network Properties to Detect Erroneous Inputs by Matt Gorbett et al
02-27-2020	Is the Meta-Learning Idea Able to Improve the Generalization of Deep Neural Networks on the Standard Supervised Learning? by Xiang Deng et al
02-27-2020	Visual Camera Re-Localization from RGB and RGB-D Images Using DSAC by Eric Brachmann et al
02-27-2020	DGST : Discriminator Guided Scene Text detector by Jinyuan Zhao et al
02-25-2020	Hierarchical Conditional Relation Networks for Video Question Answering by Thao Minh Le et al
02-25-2020	Multimodal Transformer with Pointer Network for the DSTC8 AVSD Challenge by Hung Le et al
02-26-2020	Zooming Slow-Mo: Fast and Accurate One-Stage Space-Time Video Super-Resolution by Xiaoyu Xiang et al
02-25-2020	MPM: Joint Representation of Motion and Position Map for Cell Tracking by Junya Hayashida et al
02-25-2020	Freeze the Discriminator: a Simple Baseline for Fine-Tuning GANs by Sangwoo Mo et al
02-26-2020	Region of Interest Identification for Brain Tumors in Magnetic Resonance Images by Fateme Mostafaie et al
02-28-2020	HOTCAKE: Higher Order Tucker Articulated Kernels for Deeper CNN Compression by Rui Lin et al
02-28-2020	A Spatiotemporal Volumetric Interpolation Network for 4D Dynamic Medical Image by Yuyu Guo et al
02-28-2020	KeypointNet: A Large-scale 3D Keypoint Dataset Aggregated from Numerous Human Annotations by Yang You et al
02-27-2020	Visual Commonsense R-CNN by Tan Wang et al
02-27-2020	Automated classification of stems and leaves of potted plants based on point cloud data by Zichu Liu et al
02-27-2020	A Video Analysis Method on Wanfang Dataset via Deep Neural Network by Jinlong Kang et al
02-27-2020	Hallucinative Topological Memory for Zero-Shot Visual Planning by Kara Liu et al
02-25-2020	Globally Optimal Contrast Maximisation for Event-based Motion Estimation by Daqi Liu et al
02-26-2020	Adversarial Attack on Deep Product Quantization Network for Image Retrieval by Yan Feng et al
02-26-2020	Controllable Descendant Face Synthesis by Yong Zhang et al
02-26-2020	PuzzleNet: Scene Text Detection by Segment Context Graph Learning by Hao Liu et al
02-26-2020	CheXpedition: Investigating Generalization Challenges for Translation of Chest X-Ray Algorithms to the Clinical Setting by Pranav Rajpurkar et al
02-25-2020	Fault Diagnosis in Microelectronics Attachment via Deep Learning Analysis of 3D Laser Scans by Nikolaos Dimitriou et al
02-25-2020	Model Watermarking for Image Processing Networks by Jie Zhang et al
02-26-2020	Hierarchical Memory Decoding for Video Captioning by Aming Wu et al
02-26-2020	Kernel Bi-Linear Modeling for Reconstructing Data on Manifolds: The Dynamic-MRI Case by Gaurav N. Shetty et al
02-26-2020	Defense-PointNet: Protecting PointNet Against Adversarial Attacks by Yu Zhang et al
02-26-2020	Force-Ultrasound Fusion: Bringing Spine Robotic-US to the Next Level by Maria Tirindelli et al
02-26-2020	Disentangling Image Distortions in Deep Feature Space by Simone Bianco et al
02-27-2020	Optimization of Graph Total Variation via Active-Set-based Combinatorial Reconditioning by Zhenzhang Ye et al
02-27-2020	2D Convolutional Neural Networks for 3D Digital Breast Tomosynthesis Classification by Yu Zhang et al
02-25-2020	Unsupervised Semantic Attribute Discovery and Control in Generative Models by William Paul et al
02-26-2020	Unsupervised Temporal Video Segmentation as an Auxiliary Task for Predicting the Remaining Surgery Duration by Dominik Rivoir et al
02-25-2020	Toward fast and accurate human pose estimation via soft-gated skip connections by Adrian Bulat et al
02-26-2020	Object Relational Graph with Teacher-Recommended Learning for Video Captioning by Ziqi Zhang et al
02-26-2020	Unshuffling Data for Improved Generalization by Damien Teney et al
02-26-2020	Gradient Boosted Flows by Robert Giaquinto et al
02-26-2020	BBAND Index: A No-Reference Banding Artifact Predictor by Zhengzhong Tu et al
02-26-2020	A Proto-Object Based Dynamic Visual Saliency Model with an FPGA Implementation by Jamal Lottier Molin et al
02-27-2020	RNNPool: Efficient Non-linear Pooling for RAM Constrained Inference by Oindrila Saha et al
02-27-2020	Attention-guided Chained Context Aggregation for Semantic Segmentation by Quan Tang et al
02-27-2020	Understanding and Enhancing Mixed Sample Data Augmentation by Ethan Harris et al
02-27-2020	XSepConv: Extremely Separated Convolution by Jiarong Chen et al
02-27-2020	Deep Slow Motion Video Reconstruction with Hybrid Imaging System by Avinash Paliwal et al
02-28-2020	Hand-Priming in Object Localization for Assistive Egocentric Vision by Kyungjun Lee et al
02-27-2020	Semantically-Guided Representation Learning for Self-Supervised Monocular Depth by Vitor Guizilini et al
02-25-2020	Generalized ODIN: Detecting Out-of-distribution Image without Learning from Out-of-distribution Data by Yen-Chang Hsu et al
02-26-2020	Invariance vs. Robustness of Neural Networks by Sandesh Kamath et al
02-26-2020	From Seeing to Moving: A Survey on Learning for Visual Indoor Navigation (VIN) by Xin Ye et al
02-25-2020	Fully-automated Body Composition Analysis in Routine CT Imaging Using 3D Semantic Segmentation Convolutional Neural Networks by Sven Koitka et al
02-25-2020	ScopeFlow: Dynamic Scene Scoping for Optical Flow by Aviram Bar-Haim et al
02-25-2020	Style Transfer for Light Field Photography by David Hart et al
02-25-2020	Deep Learning and Statistical Models for Time-Critical Pedestrian Behaviour Prediction by Joel Janek Dabrowski et al
02-26-2020	PointTrackNet: An End-to-End Network For 3-D Object Detection and Tracking From Point Clouds by Sukai Wang et al
02-26-2020	Performance Evaluation of Deep Generative Models for Generating Hand-Written Character Images by Tanmoy Mondal et al
02-25-2020	Optimal least-squares solution to the hand-eye calibration problem by Amit Dekel et al
02-27-2020	Auto-Encoding Twin-Bottleneck Hashing by Yuming Shen et al
02-27-2020	Road Curb Detection and Localization with Monocular Forward-view Vehicle Camera by Stanislav Panev et al
02-28-2020	Indoor Scene Recognition in 3D by Shengyu Huang et al
02-25-2020	Self-supervised Image Enhancement Network: Training with Low Light Images Only by Yu Zhang et al
02-25-2020	MagnifierNet: Towards Semantic Regularization and Fusion for Person Re-identification by Yushi Lan et al
02-25-2020	3D-MiniNet: Learning a 2D Representation from Point Clouds for Fast and Efficient 3D LIDAR Semantic Segmentation by Iñigo Alonso et al
02-26-2020	Efficient Semantic Video Segmentation with Per-frame Inference by Yifan Liu et al
02-26-2020	Deform-GAN:An Unsupervised Learning Model for Deformable Registration by Xiaoyue Zhang et al
02-26-2020	Towards Interpretable Semantic Segmentation via Gradient-weighted Class Activation Mapping by Kira Vinogradova et al
02-27-2020	Features for Ground Texture Based Localization -- A Survey by Jan Fabian Schmid et al
02-25-2020	Relevant-features based Auxiliary Cells for Energy Efficient Detection of Natural Errors by Sai Aparna Aketi et al
02-26-2020	Revisiting Ensembles in an Adversarial Context: Improving Natural Accuracy by Aditya Saligrama et al
02-26-2020	A Comprehensive Approach to Unsupervised Embedding Learning based on AND Algorithm by Sungwon Han et al
02-27-2020	Cross-modality Person re-identification with Shared-Specific Feature Transfer by Yan Lu et al
02-28-2020	An Efficient Method of Training Small Models for Regression Problems with Knowledge Distillation by Makoto Takamoto et al
02-28-2020	Class-Specific Blind Deconvolutional Phase Retrieval Under a Generative Prior by Fahad Shamshad et al
02-26-2020	Refined Gate: A Simple and Effective Gating Mechanism for Recurrent Units by Zhanzhan Cheng et al
02-25-2020	Geometric Fusion via Joint Delay Embeddings by Elchanan Solomon et al
02-26-2020	Towards Universal Representation Learning for Deep Face Recognition by Yichun Shi et al
02-26-2020	Analysis of diversity-accuracy tradeoff in image captioning by Ruotian Luo et al
02-26-2020	Comparison of Multi-Class and Binary Classification Machine Learning Models in Identifying Strong Gravitational Lenses by Hossen Teimoorinia et al
02-27-2020	Weakly supervised discriminative feature learning with state information for person identification by Hong-Xing Yu et al
02-27-2020	Supervised Dimensionality Reduction and Visualization using Centroid-encoder by Tomojit Ghosh et al
02-27-2020	Transductive Few-shot Learning with Meta-Learned Confidence by Seong Min Kye et al
02-25-2020	Ground Texture Based Localization Using Compact Binary Descriptors by Jan Fabian Schmid et al
02-27-2020	Opportunities of a Machine Learning-based Decision Support System for Stroke Rehabilitation Assessment by Min Hun Lee et al
02-26-2020	Infinitely Wide Graph Convolutional Networks: Semi-supervised Learning via Gaussian Processes by Jilin Hu et al
02-26-2020	Multi-source Domain Adaptation in the Deep Learning Era: A Systematic Survey by Sicheng Zhao et al
02-27-2020	Measures to Evaluate Generative Adversarial Networks Based on Direct Analysis of Generated Images by Shuyue Guan et al