2020.3.16 Vision papers

03-10-2020	Computer Aided Diagnosis for Spitzoid lesions classification using Artificial Intelligence techniques by Abir Belaala et al
03-10-2020	Rainy screens: Collecting rainy datasets, indoors by Horia Porav et al
03-13-2020	What Information Does a ResNet Compress? by Luke Nicholas Darlow et al
03-13-2020	Belief Propagation Reloaded: Learning BP-Layers for Labeling Problems by Patrick Knöbelreiter et al
03-11-2020	Confidence Guided Stereo 3D Object Detection with Split Depth Estimation by Chengyao Li et al
03-12-2020	Beyond the Camera: Neural Networks in World Coordinates by Gunnar A. Sigurdsson et al
03-12-2020	Skeleton Based Action Recognition using a Stacked Denoising Autoencoder with Constraints of Privileged Information by Zhize Wu et al
03-13-2020	Probabilistic Future Prediction for Video Scene Understanding by Anthony Hu et al
03-12-2020	ARAE: Adversarially Robust Training of Autoencoders Improves Novelty Detection by Mohammadreza Salehi et al
03-12-2020	Conditional Convolutions for Instance Segmentation by Zhi Tian et al
03-12-2020	Action for Better Prediction by Bernadette Bucher et al
03-12-2020	Deformation Flow Based Two-Stream Network for Lip Reading by Jingyun Xiao et al
03-11-2020	Learning to Segment 3D Point Clouds in 2D Image Space by Yecheng Lyu et al
03-12-2020	Autoencoders by Dor Bank et al
03-12-2020	Analyzing Visual Representations in Embodied Navigation Tasks by Erik Wijmans et al
03-12-2020	LiDAR guided Small obstacle Segmentation by Aasheesh Singh et al
03-10-2020	The Virtual Tailor: Predicting Clothing in 3D as a Function of Human Pose, Shape and Garment Style by Chaitanya Patel et al
03-10-2020	DymSLAM:4D Dynamic Scene Reconstruction Based on Geometrical Motion Segmentation by Chenjie Wang et al
03-10-2020	Channel Pruning via Optimal Thresholding by Yun Ye et al
03-13-2020	Automatic Lesion Detection System (ALDS) for Skin Cancer Classification Using SVM and Neural Classifiers by Muhammad Ali Farooq et al
03-11-2020	Improving Convolutional Neural Networks Via Conservative Field Regularisation and Integration by Dominique Beaini et al
03-11-2020	Extended Batch Normalization by Chunjie Luo et al
03-11-2020	How Powerful Are Randomly Initialized Pointcloud Set Functions? by Aditya Sanghi et al
03-12-2020	Deep Domain-Adversarial Image Generation for Domain Generalisation by Kaiyang Zhou et al
03-12-2020	LaserFlow: Efficient and Probabilistic Object Detection and Motion Forecasting by Gregory P. Meyer et al
03-11-2020	Learning Diverse Fashion Collocation by Neural Graph Filtering by Xin Liu et al
03-12-2020	Fairness by Learning Orthogonal Disentangled Representations by Mhd Hasan Sarhan et al
03-10-2020	SOS: Selective Objective Switch for Rapid Immunofluorescence Whole Slide Image Classification by Sam Maksoud et al
03-11-2020	Equalization Loss for Long-Tailed Object Recognition by Jingru Tan et al
03-10-2020	Multi-Task Recurrent Neural Network for Surgical Gesture Recognition and Progress Prediction by Beatrice van Amsterdam et al
03-10-2020	SAD: Saliency-based Defenses Against Adversarial Examples by Richard Tran et al
03-11-2020	Gauge Equivariant Mesh CNNs: Anisotropic convolutions on geometric graphs by Pim de Haan et al
03-11-2020	Bi-Directional Attention for Joint Instance and Semantic Segmentation in Point Clouds by Guangnan Wu et al
03-12-2020	Interaction Graphs for Object Importance Estimation in On-road Driving Videos by Zehua Zhang et al
03-11-2020	SeqXY2SeqZ: Structure Learning for 3D Shapes by Sequentially Predicting 1D Occupancy Segments From 2D Coordinates by Zhizhong Han et al
03-11-2020	Memory-efficient Learning for Large-scale Computational Imaging by Michael Kellman et al
03-11-2020	FlowFusion: Dynamic Dense RGB-D SLAM Based on Optical Flow by Tianwei Zhang et al
03-12-2020	Truncated Inference for Latent Variable Optimization Problems: Application to Robust Estimation and Learning by Christopher Zach et al
03-10-2020	PBRnet: Pyramidal Bounding Box Refinement to Improve Object Localization Accuracy by Li Xiao et al
03-10-2020	Learning-Based Human Segmentation and Velocity Estimation Using Automatic Labeled LiDAR Sequence for Training by Wonjik Kim et al
03-13-2020	Pyramidal Edge-maps based Guided Thermal Super-resolution by Honey Gupta et al
03-10-2020	3D Quasi-Recurrent Neural Network for Hyperspectral Image Denoising by Kaixuan Wei et al
03-13-2020	Gimme Signals: Discriminative signal encoding for multimodal activity recognition by Raphael Memmesheimer et al
03-10-2020	Cross-modal Multi-task Learning for Graphic Recognition of Caricature Face by Zuheng Ming et al
03-10-2020	Visual Grounding in Video for Unsupervised Word Translation by Gunnar A. Sigurdsson et al
03-10-2020	Off-Road Drivable Area Extraction Using 3D LiDAR Data by Biao Gao et al
03-10-2020	Reconstruction of 3D flight trajectories from ad-hoc camera networks by Jingtong Li et al
03-11-2020	Learning Predictive Representations for Deformable Objects Using Contrastive Estimation by Wilson Yan et al
03-11-2020	Rethinking Image Mixture for Unsupervised Visual Representation Learning by Zhiqiang Shen et al
03-11-2020	Frequency-Tuned Universal Adversarial Attacks by Yingpeng Deng et al
03-11-2020	Channel Interaction Networks for Fine-Grained Image Categorization by Yu Gao et al
03-11-2020	VSGNet: Spatial Attention Network for Detecting Human Object Interactions Using Graph Convolutions by Oytun Ulutan et al
03-13-2020	PointINS: Point-based Instance Segmentation by Lu Qi et al
03-13-2020	Is There Tradeoff between Spatial and Temporal in Video Super-Resolution? by Haochen Zhang et al
03-12-2020	SASL: Saliency-Adaptive Sparsity Learning for Neural Network Acceleration by Jun Shi et al
03-13-2020	On the effectiveness of convolutional autoencoders on image-based personalized recommender systems by E. Blanco-Mallo et al
03-13-2020	Extending Maps with Semantic and Contextual Object Information for Robot Navigation: a Learning-Based Framework using Visual and Depth Cues by Renato Martins et al
03-13-2020	LIBRE: The Multiple 3D LiDAR Dataset by Alexander Carballo et al
03-11-2020	A Fourier Domain Feature Approach for Human Activity Recognition & Fall Detection by Asma Khatun et al
03-13-2020	Random smooth gray value transformations for cross modality learning with gray value invariant networks by Nikolas Lessmann et al
03-13-2020	Dual Temporal Memory Network for Efficient Video Object Segmentation by Kaihua Zhang et al
03-12-2020	CPS: Class-level 6D Pose and Shape Estimation From Monocular Images by Fabian Manhardt et al
03-11-2020	Regularized Adaptation for Stable and Efficient Continuous-Level Learning on Image Processing Networks by Hyeongmin Lee et al
03-11-2020	ENSEI: Efficient Secure Inference via Frequency-Domain Homomorphic Convolution for Privacy-Preserving Visual Recognition by Song Bian et al
03-11-2020	Training-Set Distillation for Real-Time UAV Object Tracking by Fan Li et al
03-11-2020	A Mobile Robot Hand-Arm Teleoperation System by Vision and IMU by Shuang Li et al
03-11-2020	Keyfilter-Aware Real-Time UAV Object Tracking by Yiming Li et al
03-10-2020	Tidying Deep Saliency Prediction Architectures by Navyasri Reddy et al
03-10-2020	LC-GAN: Image-to-image Translation Based on Generative Adversarial Network for Endoscopic Images by Shan Lin et al
03-13-2020	Adaptive Graph Convolutional Network with Attention Graph Clustering for Co-saliency Detection by Kaihua Zhang et al
03-10-2020	Multi-level Context Gating of Embedded Collective Knowledge for Medical Image Segmentation by Maryam Asadi-Aghbolaghi et al
03-11-2020	Unified Image and Video Saliency Modeling by Richard Droste et al
03-12-2020	End-to-End Learning Local Multi-view Descriptors for 3D Point Clouds by Lei Li et al
03-13-2020	Semantic Pyramid for Image Generation by Assaf Shocher et al
03-11-2020	CASIA-SURF CeFA: A Benchmark for Multi-modal Cross-ethnicity Face Anti-spoofing by Ajian Li et al
03-12-2020	A Power-Efficient Binary-Weight Spiking Neural Network Architecture for Real-Time Object Classification by Pai-Yu Tan et al
03-10-2020	PnP-Net: A hybrid Perspective-n-Point Network by Roy Sheffer et al
03-12-2020	Open Source Computer Vision-based Layer-wise 3D Printing Analysis by Aliaksei L. Petsiuk et al
03-12-2020	Human Grasp Classification for Reactive Human-to-Robot Handovers by Wei Yang et al
03-11-2020	Arbitrary-Oriented Object Detection with Circular Smooth Label by Xue Yang et al
03-13-2020	Towards a Framework for Visual Intelligence in Service Robotics: Epistemic Requirements and Gap Analysis by Agnese Chiatti et al
03-13-2020	A Spatial-Temporal Attentive Network with Spatial Continuity for Trajectory Prediction by Beihao Xia et al
03-13-2020	BigGAN-based Bayesian reconstruction of natural images from human brain activity by Kai Qiao et al
03-12-2020	Towards Photo-Realistic Virtual Try-On by Adaptively Generating↔↔Preserving Image Content by Han Yang et al
03-11-2020	Cars Cant Fly up in the Sky: Improving Urban-Scene Segmentation via Height-driven Attention Networks by Sungha Choi et al
03-11-2020	Uncertainty depth estimation with gated images for 3D reconstruction by Stefanie Walz et al
03-10-2020	Convolutional Occupancy Networks by Songyou Peng et al
03-10-2020	Hierarchical Neural Architecture Search for Single Image Super-Resolution by Yong Guo et al
03-10-2020	Label-Driven Reconstruction for Domain Adaptation in Semantic Segmentation by Jinyu Yang et al
03-12-2020	Low-Rank and Total Variation Regularization and Its Application to Image Recovery by Pawan Goyal et al
03-11-2020	ZSTAD: Zero-Shot Temporal Activity Detection by Lingling Zhang et al
03-11-2020	Encoder-Decoder Based Convolutional Neural Networks with Multi-Scale-Aware Modules for Crowd Counting by Pongpisit Thanasutives et al
03-11-2020	Deep Vectorization of Technical Drawings by Vage Egiazarian et al
03-10-2020	Computed Tomography Reconstruction Using Deep Image Prior and Learned Reconstruction Methods by Daniel Otero Baguer et al
03-12-2020	Optimal HDR and Depth from Dual Cameras by Pradyumna Chari et al
03-12-2020	Cascade EF-GAN: Progressive Facial Expression Editing with Local Focuses by Rongliang Wu et al
03-12-2020	Highly Efficient Salient Object Detection with 100K Parameters by Shang-Hua Gao et al
03-11-2020	GID-Net: Detecting Human-Object Interaction with Global and Instance Dependency by Dongming Yang et al
03-10-2020	Deep Hough Transform for Semantic Line Detection by Qi Han et al
03-10-2020	Realizing Pixel-Level Semantic Learning in Complex Driving Scenes based on Only One Annotated Pixel per Class by Xi Li et al
03-10-2020	Learning to Respond with Stickers: A Framework of Unifying Multi-Modality in Multi-Turn Dialog by Shen Gao et al
03-12-2020	Towards High-Fidelity 3D Face Reconstruction from In-the-Wild Images Using Graph Convolutional Networks by Jiangke Lin et al
03-12-2020	Intensity Scan Context: Coding Intensity and Geometry Relations for Loop Closure Detection by Han Wang et al
03-12-2020	AirSim Drone Racing Lab by Ratnesh Madaan et al
03-13-2020	Harmonizing Transferability and Discriminability for Adapting Object Detectors by Chaoqi Chen et al
03-11-2020	Semi-Local 3D Lane Detection and Uncertainty Estimation by Netalee Efrat et al
03-11-2020	Video2Commonsense: Generating Commonsense Descriptions to Enrich Video Captioning by Zhiyuan Fang et al
03-13-2020	BIHL:A Fast and High Performance Object Proposals based on Binarized HL Frequency by Jiang Chao et al
03-12-2020	Understanding Crowd Flow Movements Using Active-Langevin Model by Shreetam Behera et al
03-10-2020	PANDA: A Gigapixel-level Human-centric Video Dataset by Xueyang Wang et al
03-10-2020	Image Restoration for Under-Display Camera by Yuqian Zhou et al
03-10-2020	Unpaired Image-to-Image Translation using Adversarial Consistency Loss by Yihao Zhao et al
03-10-2020	HEMlets PoSh: Learning Part-Centric Heatmap Triplets for 3D Human Pose and Shape Estimation by Kun Zhou et al
03-13-2020	Advanced Deep Learning Methodologies for Skin Cancer Classification in Prodromal Stages by Muhammad Ali Farooq et al
03-10-2020	Incremental Few-Shot Object Detection by Juan-Manuel Perez-Rua et al
03-10-2020	Using an ensemble color space model to tackle adversarial examples by Shreyank N Gowda et al
03-10-2020	Deep Blind Video Super-resolution by Jinshan Pan et al
03-12-2020	SynCGAN: Using learnable class specific priors to generate synthetic data for improving classifier performance on cytological images by Soumyajyoti Dey et al
03-12-2020	EDC3: Ensemble of Deep-Classifiers using Class-specific Copula functions to Improve Semantic Image Segmentation by Somenath Kuiry et al
03-11-2020	Softmax Splatting for Video Frame Interpolation by Simon Niklaus et al
03-13-2020	Partial Weight Adaptation for Robust DNN Inference by Xiufeng Xie et al
03-11-2020	PONAS: Progressive One-shot Neural Architecture Search for Very Efficient Deployment by Sian-Yao Huang et al
03-10-2020	Hierarchical Human Parsing with Typed Part-Relation Reasoning by Wenguan Wang et al
03-11-2020	xCos: An Explainable Cosine Metric for Face Verification Task by Yu-Sheng Lin et al
03-10-2020	PL11P -- Point-line Minimal Problems under Partial Visibility in Three Views by Timothy Duff et al
03-10-2020	Enabling Viewpoint Learning through Dynamic Label Generation by Michael Schelling et al
03-10-2020	Lung Infection Quantification of COVID-19 in CT Images with Deep Learning by Fei Shan et al
03-11-2020	DeepURL: Deep Pose Estimation Framework for Underwater Relative Localization by Bharat Joshi et al
03-12-2020	Top-1 Solution of Multi-Moments in Time Challenge 2019 by Manyuan Zhang et al
03-10-2020	Learning Video Object Segmentation from Unlabeled Videos by Xiankai Lu et al
03-10-2020	AP-MTL: Attention Pruned Multi-task Learning Model for Real-time Instrument Detection and Segmentation in Robot-assisted Surgery by Mobarakol Islam et al
03-10-2020	HeatNet: Bridging the Day-Night Domain Gap in Semantic Segmentation with Thermal Images by Johan Vertens et al
03-10-2020	Video Caption Dataset for Describing Human Actions in Japanese by Yutaro Shigeto et al
03-13-2020	Sparse Graphical Memory for Robust Planning by Michael Laskin et al
03-10-2020	Rapid AI Development Cycle for the Coronavirus (COVID-19) Pandemic: Initial Results for Automated Detection & Patient Monitoring using Deep Learning CT Image Analysis by Ophir Gozes et al
03-10-2020	SuperMix: Supervising the Mixing Data Augmentation by Ali Dabouei et al
03-12-2020	W2S: A Joint Denoising and Super-Resolution Dataset by Ruofan Zhou et al