2020.01.27 Vision papers

01-21-2020	P22-GAN: Efficient Style Transfer Using Single Style Image by Zhentan Zheng et al
01-21-2020	Joint Learning of Instance and Semantic Segmentation for Robotic Pick-and-Place with Heavy Occlusions in Clutter by Kentaro Wada et al
01-23-2020	Interpretable End-to-end Urban Autonomous Driving with Latent Deep Reinforcement Learning by Jianyu Chen et al
01-21-2020	TEASER: Fast and Certifiable Point Cloud Registration by Heng Yang et al
01-23-2020	Weakly-Supervised Lesion Segmentation on CT Scans using Co-Segmentation by Vatsal Agarwal et al
01-23-2020	CNN-CASS: CNN for Classification of Coronary Artery Stenosis Score in MPR Images by Mariia Dobko et al
01-22-2020	Attention! A Lightweight 2D Hand Pose Estimation Approach by Nicholas Santavas et al
01-23-2020	Nonparametric Structure Regularization Machine for 2D Hand Pose Estimation by Yifei Chen et al
01-21-2020	Instance Segmentation of Visible and Occluded Regions for Finding and Picking Target from a Pile of Objects by Kentaro Wada et al
01-23-2020	Deformation-aware Unpaired Image Translation for Pose Estimation on Laboratory Animals by Siyuan Li et al
01-22-2020	Dynamic multi-object Gaussian process models: A framework for data-driven functional modelling of human joints by Jean-Rassaire Fouefack et al
01-23-2020	Robust Explanations for Visual Question Answering by Badri N. Patro et al
01-21-2020	M^2 Deep-ID: A Novel Model for Multi-View Face Identification Using Convolutional Deep Neural Networks by Sara Shahsavarani et al
01-23-2020	Ada-LISTA: Learned Solvers Adaptive to Varying Models by Aviad Aberdam et al
01-22-2020	Pruning CNNs with linear filter ensembles by Csanád Sándor et al
01-23-2020	Plant Stem Segmentation Using Fast Ground Truth Generation by Changye Yang et al
01-23-2020	Stochastic Optimization of Plain Convolutional Neural Networks with Simple methods by Yahia Assiri
01-21-2020	Depth-Based Selective Blurring in Stereo Images Using Accelerated Framework by Subhayan Mukherjee et al
01-21-2020	EMOPAIN Challenge 2020: Multimodal Pain Evaluation from Facial and Bodily Expressions by Nadia Berthouze et al
01-24-2020	TVR: A Large-Scale Dataset for Video-Subtitle Moment Retrieval by Jie Lei et al
01-23-2020	Brain Tumor Classification Using Deep Learning Technique -- A Comparison between Cropped, Uncropped, and Segmented Lesion Images with Different Sizes by Ali Mohammad Alqudah et al
01-23-2020	Ternary Feature Masks: continual learning without any forgetting by Marc Masana et al
01-23-2020	Fast, Compact and Highly Scalable Visual Place Recognition through Sequence-based Matching of Overloaded Representations by Sourav Garg et al
01-23-2020	Adaptation of a deep learning malignancy model from full-field digital mammography to digital breast tomosynthesis by Sadanand Singh et al
01-23-2020	A Hypersensitive Breast Cancer Detector by Stefano Pedemonte et al
01-23-2020	A multi-site study of a breast density deep learning model for full-field digital mammography and digital breast tomosynthesis exams by Thomas P. Matthews et al
01-23-2020	Semi-DerainGAN: A New Semi-supervised Single Image Deraining Network by Yanyan Wei et al
01-22-2020	UniPose: Unified Human Pose Estimation in Single Images and Videos by Bruno Artacho et al
01-22-2020	Learning to Correct 3D Reconstructions from Multiple Views by Ştefan Săftescu et al
01-22-2020	Continual Local Replacement for Few-shot Image Recognition by Canyu Le et al
01-24-2020	6D Object Pose Regression via Supervised Learning on Point Clouds by Ge Gao et al
01-21-2020	PatchPerPix for Instance Segmentation by Peter Hirsch et al
01-21-2020	batchboost: regularization for stabilizing training with resistance to underfitting & overfitting by Maciej A. Czyzewski
01-24-2020	Character-independent font identification by Daichi Haraguchi et al
01-23-2020	A One-Shot Learning Framework for Assessment of Fibrillar Collagen from Second Harmonic Generation Images of an Infarcted Myocardium by Qun Liu et al
01-23-2020	Observer variation-aware medical image segmentation by combining deep learning and surrogate-assisted genetic algorithms by Arkadiy Dushatskiy et al
01-23-2020	Information Compensation for Deep Conditional Generative Networks by Zehao Wang et al
01-23-2020	Channel Pruning via Automatic Structure Search by Mingbao Lin et al
01-22-2020	Causality based Feature Fusion for Brain Neuro-Developmental Analysis by Peyman Hosseinzadeh Kassani et al
01-24-2020	An Explicit Local and Global Representation Disentanglement Framework with Applications in Deep Clustering and Unsupervised Object Detection by Rujikorn Charakorn et al
01-21-2020	Generate High-Resolution Adversarial Samples by Identifying Effective Features by Sizhe Chen et al
01-23-2020	Deep Bayesian Network for Visual Question Generation by Badri N. Patro et al
01-21-2020	LRF-Net: Learning Local Reference Frames for 3D Local Shape Description and Matching by Angfan Zhu et al
01-22-2020	ManyModalQA: Modality Disambiguation and QA over Diverse Inputs by Darryl Hannan et al
01-22-2020	Discovering Salient Anatomical Landmarks by Predicting Human Gaze by Richard Droste et al
01-22-2020	Automatic phantom test pattern classification through transfer learning with deep neural networks by Rafael B. Fricks et al
01-22-2020	Towards naturalistic human neuroscience and neuroengineering: behavior mining in long-term video and neural recordings by Satpreet H. Singh et al
01-21-2020	VMRFANet:View-Specific Multi-Receptive Field Attention Network for Person Re-identification by Honglong Cai et al
01-23-2020	Audiovisual SlowFast Networks for Video Recognition by Fanyi Xiao et al
01-22-2020	Using a Generative Adversarial Network for CT Normalization and its Impact on Radiomic Features by Leihao Wei et al
01-23-2020	Text Extraction and Restoration of Old Handwritten Documents by Mayank Wadhwani et al
01-23-2020	Compressive MRI quantification using convex spatiotemporal priors and deep auto-encoders by Mohammad Golbabaee et al
01-22-2020	Towards A Controllable Disentanglement Network by Zengjie Song et al
01-22-2020	Deep learning-based prediction of response to HER2-targeted neoadjuvant chemotherapy from pre-treatment dynamic breast MRI: A multi-institutional validation study by Nathaniel Braman et al
01-24-2020	SOLAR: Second-Order Loss and Attention for Image Retrieval by Tony Ng et al
01-21-2020	Adaptive Loss Function for Super Resolution Neural Networks Using Convex Optimization Techniques by Seyed Mehdi Ayyoubzadeh et al
01-21-2020	Block-wise Scrambled Image Recognition Using Adaptation Network by Koki Madono et al
01-24-2020	Unsupervised Learning Methods for Visual Place Recognition in Discretely and Continuously Changing Environments by Stefan Schubert et al
01-23-2020	Fast Dense Residual Network: Enhancing Global Dense Feature Flow for Text Recognition by Zhao Zhang et al
01-22-2020	Active Perception with A Monocular Camera for Multiscopic Vision by Weihao Yuan et al
01-21-2020	GhostImage: Perception Domain Attacks against Vision-based Object Classification Systems by Yanmao Man et al
01-23-2020	Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation by Hung-Yu Tseng et al
01-23-2020	Reducing the Representation Error of GAN Image Priors Using the Deep Decoder by Max Daniels et al
01-23-2020	MRI Banding Removal via Adversarial Training by Aaron Defazio et al
01-23-2020	DCT-Conv: Coding filters in convolutional networks with Discrete Cosine Transform by Karol Chęciński et al
01-21-2020	Geometric Proxies for Live RGB-D Stream Enhancement and Consolidation by Adrien Kaiser et al
01-21-2020	Multimodal Deep Unfolding for Guided Image Super-Resolution by Iman Marivani et al
01-22-2020	Curvature Regularized Surface Reconstruction from Point Cloud by Yuchen He et al
01-21-2020	Weakly Supervised Temporal Action Localization Using Deep Metric Learning by Ashraful Islam et al
01-21-2020	Deep Depth Prior for Multi-View Stereo by Pallabi Ghosh et al
01-21-2020	Scientific Image Tampering Detection Based On Noise Inconsistencies: A Method And Datasets by Ziyue Xiang et al
01-23-2020	Filter Sketch for Network Pruning by Mingbao Lin et al
01-22-2020	ResDepth: Learned Residual Stereo Reconstruction by Corinne Stucker et al
01-22-2020	RDAnet: A Deep Learning Based Approach for Synthetic Aperture Radar Image Formation by Andrew Rittenbach et al
01-23-2020	Disassembling the Dataset: A Camera Alignment Mechanism for Multiple Tasks in Person Re-identification by Zijie Zhuang et al
01-22-2020	A Fixation-based 360{\deg} Benchmark Dataset for Salient Object Detection by Yi Zhang et al
01-22-2020	ImageBERT: Cross-modal Pre-training with Large-scale Weak-supervised Image-Text Data by Di Qi et al
01-24-2020	A Branching and Merging Convolutional Network with Homogeneous Filter Capsules by Adam Byerly et al
01-24-2020	RatLesNetv2: A Fully Convolutional Network for Rodent Brain Lesion Segmentation by Juan Miguel Valverde et al
01-24-2020	SceneEncoder: Scene-Aware Semantic Segmentation of Point Clouds with A Learnable Scene Descriptor by Jiachen Xu et al
01-21-2020	Lesion Harvester: Iteratively Mining Unlabeled Lesions and Hard-Negative Examples at Scale by Jinzheng Cai et al
01-23-2020	Structured Compression and Sharing of Representational Space for Continual Learning by Gobinda Saha et al
01-23-2020	Tensor-Based Grading: A Novel Patch-Based Grading Approach for the Analysis of Deformation Fields in Huntingtons Disease by Kilian Hett et al
01-24-2020	Discrete graphical models -- an optimization perspective by Bogdan Savchynskyy
01-22-2020	Learning to adapt class-specific features across domains for semantic segmentation by Mikel Menta et al
01-22-2020	Safety Concerns and Mitigation Approaches Regarding the Use of Deep Learning in Safety-Critical Perception Tasks by Oliver Willers et al
01-24-2020	Small, Accurate, and Fast Vehicle Re-ID on the Edge: the SAFR Approach by Abhijit Suprem et al
01-21-2020	Evaluating Weakly Supervised Object Localization Methods Right by Junsuk Choe et al
01-24-2020	Deep Non-Line-of-Sight Reconstruction by Javier Grau Chopite et al
01-24-2020	Kernel of CycleGAN as a Principle homogeneous space by Nikita Moriakov et al
01-23-2020	Cloud-Net+: A Cloud Segmentation CNN for Landsat 8 Remote Sensing Imagery Optimized with Filtered Jaccard Loss Function by Sorour Mohajerani et al
01-21-2020	An End-to-end Deep Learning Approach for Landmark Detection and Matching in Medical Images by Monika Grewal et al
01-23-2020	A Large Scale Event-based Detection Dataset for Automotive by Pierre de Tournemire. Davide Nitti et al
01-22-2020	BLK-REW: A Unified Block-based DNN Pruning Framework using Reweighted Regularization Method by Xiaolong Ma et al
01-23-2020	Localization of Critical Findings in Chest X-Ray without Local Annotations Using Multi-Instance Learning by Evan Schwab et al
01-21-2020	From Planes to Corners: Multi-Purpose Primitive Detection in Unorganized 3D Point Clouds by Christiane Sommer et al
01-21-2020	Anomaly detection in chest radiographs with a weakly supervised flow-based deep learning method by H. Shibata et al
01-21-2020	Detecting Face2Face Facial Reenactment in Videos by Prabhat Kumar et al
01-21-2020	Learning Diverse Features with Part-Level Resolution for Person Re-Identification by Ben Xie et al
01-21-2020	FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence by Kihyuk Sohn et al
01-22-2020	How Much Position Information Do Convolutional Neural Networks Encode? by Md Amirul Islam et al
01-22-2020	PENet: Object Detection using Points Estimation in Aerial Images by Ziyang Tang et al
01-23-2020	Learning Object Placements For Relational Instructions by Hallucinating Scene Representations by Oier Mees et al
01-23-2020	Segmentation of Retinal Low-Cost Optical Coherence Tomography Images using Deep Learning by Timo Kepp et al
01-22-2020	Optimizing Generative Adversarial Networks for Image Super Resolution via Latent Space Regularization by Sheng Zhong et al
01-22-2020	Are Accelerometers for Activity Recognition a Dead-end? by Catherine Tong et al
01-21-2020	SAUNet: Shape Attentive U-Net for Interpretable Medical Image Segmentation by Jesse Sun et al
01-21-2020	Motif Difference Field: A Simple and Effective Image Representation of Time Series for Classification by Yadong Zhang et al
01-22-2020	Optimized Generic Feature Learning for Few-shot Classification across Domains by Tonmoy Saikia et al
01-22-2020	Partially-Shared Variational Auto-encoders for Unsupervised Domain Adaptation with Target Shift by Ryuhei Takahashi et al
01-24-2020	PDE-based Group Equivariant Convolutional Neural Networks by Bart Smets et al
01-23-2020	Detecting Deficient Coverage in Colonoscopies by Daniel Freedman et al
01-23-2020	Lipreading using Temporal Convolutional Networks by Brais Martinez et al
01-22-2020	Depthwise Non-local Module for Fast Salient Object Detection Using a Single Thread by Haofeng Li et al
01-23-2020	Progressive Local Filter Pruning for Image Retrieval Acceleration by Xiaodong Wang et al