2020.8.17 Vision papers

08-12-2020	Compression of Deep Learning Models for Text: A Survey by Manish Gupta et al
08-13-2020	Full-Body Awareness from Partial Observations by Chris Rockwell et al
08-13-2020	Black Magic in Deep Learning: How Human Skill Impacts Network Training by Kanav Anand et al
08-11-2020	BREEDS: Benchmarks for Subpopulation Shift by Shibani Santurkar et al
08-13-2020	Lift, Splat, Shoot: Encoding Images From Arbitrary Camera Rigs by Implicitly Unprojecting to 3D by Jonah Philion et al
08-12-2020	What Should Not Be Contrastive in Contrastive Learning by Tete Xiao et al
08-11-2020	Audio- and Gaze-driven Facial Animation of Codec Avatars by Alexander Richard et al
08-11-2020	Visual Imitation Made Easy by Sarah Young et al
08-11-2020	Learning to Caricature via Semantic Shape Transform by Wenqing Chu et al
08-13-2020	Motion Similarity Modeling -- A State of the Art Report by Anna Sebernegg et al
08-13-2020	3D Bird Reconstruction: a Dataset, Model, and Shape Recovery from a Single View by Marc Badger et al
08-13-2020	Powers of layers for image-to-image translation by Hugo Touvron et al
08-12-2020	Generating Person-Scene Interactions in 3D Scenes by Siwei Zhang et al
08-13-2020	Perceive, Predict, and Plan: Safe Motion Planning Through Interpretable Semantic Representations by Abbas Sadat et al
08-12-2020	DSM-Net: Disentangled Structured Mesh Net for Controllable Generation of Fine Geometry by Jie Yang et al
08-12-2020	Procedural Urban Forestry by Till Niese et al
08-13-2020	DF-GAN: Deep Fusion Generative Adversarial Networks for Text-to-Image Synthesis by Ming Tao et al
08-13-2020	AdaIN-Switchable CycleGAN for Efficient Unsupervised Low-Dose CT Denoising by Jawook Gu et al
08-11-2020	DTVNet: Dynamic Time-lapse Video Generation via Single Still Image by Jiangning Zhang et al
08-13-2020	Towards Visually Explaining Similarity Models by Meng Zheng et al
08-13-2020	Deep Learning to Quantify Pulmonary Edema in Chest Radiographs by Steven Horng et al
08-13-2020	Robust Image Matching By Dynamic Feature Selection by Hao Huang et al
08-13-2020	Network Architecture Search for Domain Adaptation by Yichen Li et al
08-13-2020	Multi-Mask Self-Supervised Learning for Physics-Guided Neural Networks in Highly Accelerated MRI by Burhaneddin Yaman et al
08-12-2020	Mitigating Dataset Imbalance via Joint Generation and Classification by Aadarsh Sahoo et al
08-13-2020	ExplAIn: Explanatory Artificial Intelligence for Diabetic Retinopathy Diagnosis by Gwenolé Quellec et al
08-11-2020	SAFRON: Stitching Across the Frontier for Generating Colorectal Cancer Histology Images by Srijay Deshpande et al
08-11-2020	Text as Neural Operator: Image Manipulation by Text Instruction by Tianhao Zhang et al
08-13-2020	Unsupervised Image Restoration Using Partially Linear Denoisers by Rihuan Ke et al
08-11-2020	SIDOD: A Synthetic Image Dataset for 3D Object Pose Recognition with Distractors by Mona Jalal et al
08-12-2020	Visual Localization for Autonomous Driving: Mapping the Accurate Location in the City Maze by Dongfang Liu et al
08-13-2020	Look, Listen, and Attend: Co-Attention Network for Self-Supervised Audio-Visual Representation Learning by Ying Cheng et al
08-14-2020	Self-Sampling for Neural Point Cloud Consolidation by Gal Metzer et al
08-12-2020	Feature Binding with Category-Dependant MixUp for Semantic Segmentation and Adversarial Robustness by Md Amirul Islam et al
08-11-2020	Image segmentation via Cellular Automata by Mark Sandler et al
08-13-2020	Predicting Visual Overlap of Images Through Interpretable Non-Metric Box Embeddings by Anita Rau et al
08-12-2020	Object Detection for Graphical User Interface: Old Fashioned or Deep Learning or a Combination? by Jieshan Chen et al
08-12-2020	Forest R-CNN: Large-Vocabulary Long-Tailed Object Detection and Instance Segmentation by Jialian Wu et al
08-12-2020	Free View Synthesis by Gernot Riegler et al
08-12-2020	Towards Modality Transferable Visual Information Representation with Optimal Model Compression by Rongqun Lin et al
08-13-2020	End-to-end Contextual Perception and Prediction with Interaction Transformer by Lingyun Luke Li et al
08-12-2020	ISIA Food-500: A Dataset for Large-Scale Food Recognition via Stacked Global-Local Attention Network by Weiqing Min et al
08-13-2020	SkeletonNet: A Topology-Preserving Solution for Learning Mesh Reconstruction of Object Surfaces from RGB Images by Jiapeng Tang et al
08-11-2020	Rethinking Pseudo-LiDAR Representation by Xinzhu Ma et al
08-13-2020	What leads to generalization of object proposals? by Rui Wang et al
08-13-2020	Modeling Caricature Expressions by 3D Blendshape and Dynamic Texture by Keyu Chen et al
08-11-2020	GeLaTO: Generative Latent Textured Objects by Ricardo Martin-Brualla et al
08-14-2020	Unsupervised vs. transfer learning for multimodal one-shot matching of speech and images by Leanne Nortje et al
08-12-2020	Few shot clustering for indoor occupancy detection with extremely low-quality images from battery free cameras by Homagni Saha et al
08-13-2020	Shift Equivariance in Object Detection by Marco Manfredi et al
08-13-2020	CycleMorph: Cycle Consistent Unsupervised Deformable Image Registration by Boah Kim et al
08-11-2020	Learning to See Through Obstructions with Layered Decomposition by Yu-Lun Liu et al
08-13-2020	An Ensemble of Knowledge Sharing Models for Dynamic Hand Gesture Recognition by Kenneth Lai et al
08-12-2020	Attention-based Fully Gated Conventional Recurrent Neural Network for Russian Handwritten Text by Abdelrahman Abdallah et al
08-12-2020	Co-training for On-board Deep Object Detection by Gabriel Villalonga et al
08-12-2020	Open Set Recognition with Conditional Probabilistic Generative Models by Xin Sun et al
08-13-2020	Localizing the Common Action Among a Few Videos by Pengwan Yang et al
08-12-2020	An Overview of Deep Learning Architectures in Few-Shots Learning Domain by Shruti Jadon
08-13-2020	LGNN: a Context-aware Line Segment Detector by Quan Meng et al
08-13-2020	Self-supervised Video Representation Learning by Pace Prediction by Jiangliu Wang et al
08-12-2020	Self-Path: Self-supervision for Classification of Pathology Images with Limited Annotations by Navid Alemi Koohbanani et al
08-13-2020	Weight Equalizing Shift Scaler-Coupled Post-training Quantization by Jihun Oh et al
08-12-2020	Sparse Coding Driven Deep Decision Tree Ensembles for Nuclear Segmentation in Digital Pathology Images by Jie Song et al
08-13-2020	Learning Temporally Invariant and Localizable Features via Data Augmentation for Video Recognition by Taeoh Kim et al
08-13-2020	Contextual Diversity for Active Learning by Sharat Agarwal et al
08-13-2020	Recurrent Deconvolutional Generative Adversarial Networks with Application to Text Guided Video Generation by Hongyuan Yu et al
08-12-2020	More Diverse Means Better: Multimodal Deep Learning Meets Remote Sensing Imagery Classification by Danfeng Hong et al
08-12-2020	Multi-level Stress Assessment Using Multi-domain Fusion of ECG Signal by Zeeshan Ahmad et al
08-12-2020	Continual Class Incremental Learning for CT Thoracic Segmentation by Abdelrahman Elskhawy et al
08-11-2020	Retrieval Guided Unsupervised Multi-domain Image-to-Image Translation by Raul Gomez et al
08-13-2020	Testing the Safety of Self-driving Vehicles by Simulating Perception and Prediction by Kelvin Wong et al
08-12-2020	We Have So Much In Common: Modeling Semantic Relational Set Abstractions in Videos by Alex Andonian et al
08-11-2020	Dynamic Object Removal and Spatio-Temporal RGB-D Inpainting via Geometry-Aware Adversarial Learning by Borna Bešić et al
08-13-2020	On failures of RGB cameras and their effects in autonomous driving applications by Francesco Secci et al
08-12-2020	Local Temperature Scaling for Probability Calibration by Zhipeng Ding et al
08-13-2020	Pose Estimation for Vehicle-mounted Cameras via Horizontal and Vertical Planes by Istan Gergo Gal et al
08-13-2020	Revisiting Temporal Modeling for Video Super-resolution by Takashi Isobe et al
08-12-2020	Towards Geometry Guided Neural Relighting with Flash Photography by Di Qiu et al
08-13-2020	Reliability of Decision Support in Cross-spectral Biometric-enabled Systems by Kenneth Lai et al
08-13-2020	DFEW: A Large-Scale Database for Recognizing Dynamic Facial Expressions in the Wild by Xingxun Jiang et al
08-14-2020	Survey of XAI in digital pathology by Milda Pocevičiūtė et al
08-13-2020	DSDNet: Deep Structured self-Driving Network by Wenyuan Zeng et al
08-11-2020	Online Graph Completion: Multivariate Signal Recovery in Computer Vision by Won Hwa Kim et al
08-13-2020	Adversarial Knowledge Transfer from Unlabeled Data by Akash Gupta et al
08-12-2020	Facial Expression Recognition Under Partial Occlusion from Virtual Reality Headsets based on Transfer Learning by Bita Houshmand et al
08-13-2020	Weakly Supervised Generative Network for Multiple 3D Human Pose Hypotheses by Chen Li et al
08-13-2020	Hybrid Dynamic-static Context-aware Attention Network for Action Assessment in Long Videos by Ling-An Zeng et al
08-13-2020	Alleviating Human-level Shift : A Robust Domain Adaptation Method for Multi-person Pose Estimation by Xixia Xu et al
08-12-2020	FATNN: Fast and Accurate Ternary Neural Networks by Peng Chen et al
08-12-2020	Facial Expression Retargeting from Human to Avatar Made Easy by Juyong Zhang et al
08-12-2020	Pixel-level Corrosion Detection on Metal Constructions by Fusion of Deep Learning Semantic and Contour Segmentation by Iason Katsamenis et al
08-13-2020	Multi-Modality Pathology Segmentation Framework: Application to Cardiac Magnetic Resonance Images by Zhen Zhang et al
08-12-2020	Guided Collaborative Training for Pixel-wise Semi-Supervised Learning by Zhanghan Ke et al
08-11-2020	Select Good Regions for Deblurring based on Convolutional Neural Networks by Hang Yang et al
08-14-2020	Abstracting Deep Neural Networks into Concept Graphs for Concept Level Interpretability by Avinash Kori et al
08-11-2020	Campus3D: A Photogrammetry Point Cloud Benchmark for Hierarchical Understanding of Outdoor Scene by Xinke Li et al
08-12-2020	Large-Scale Analysis of Iliopsoas Muscle Volumes in the UK Biobank by Julie Fitzpatrick et al
08-13-2020	Can weight sharing outperform random architecture search? An investigation with TuNAS by Gabriel Bender et al
08-12-2020	DXSLAM: A Robust and Efficient Visual SLAM System with Deep Features by Dongjiang Li et al
08-12-2020	Look here! A parametric learning based approach to redirect visual attention by Youssef Alami Mejjati et al
08-14-2020	Machine learning for COVID-19 detection and prognostication using chest radiographs and CT scans: a systematic methodological review by Michael Roberts et al
08-14-2020	Optimized Deep Encoder-Decoder Methods for Crack Segmentation by Jacob König et al
08-12-2020	Learning to Learn from Mistakes: Robust Optimization for Adversarial Noise by Alex Serban et al
08-14-2020	RODEO: Replay for Online Object Detection by Manoj Acharya et al
08-14-2020	SPINN: Synergistic Progressive Inference of Neural Networks over Device and Cloud by Stefanos Laskaridis et al
08-13-2020	Apparel-invariant Feature Learning for Apparel-changed Person Re-identification by Zhengxu Yu et al
08-11-2020	Real-Time Sign Language Detection using Human Pose Estimation by Amit Moryossef et al
08-11-2020	Adversarial Generative Grammars for Human Activity Prediction by AJ Piergiovanni et al
08-12-2020	An Inter- and Intra-Band Loss for Pansharpening Convolutional Neural Networks by Jiajun Cai et al
08-12-2020	HOSE-Net: Higher Order Structure Embedded Network for Scene Graph Generation by Meng Wei et al
08-12-2020	Balanced Depth Completion between Dense Depth Inference and Sparse Range Measurements via KISS-GP by Sungho Yoon et al
08-12-2020	Representative Graph Neural Network by Changqian Yu et al
08-12-2020	Factor Graph based 3D Multi-Object Tracking in Point Clouds by Johannes Pöschmann et al
08-13-2020	Integrating uncertainty in deep neural networks for MRI based stroke analysis by Lisa Herzog et al
08-12-2020	Inter-Image Communication for Weakly Supervised Localization by Xiaolin Zhang et al
08-14-2020	Structure-Aware Network for Lane Marker Extraction with Dynamic Vision Sensor by Wensheng Cheng et al

08-14-2020	Feedback Attention for Cell Image Segmentation by Hiroki Tsuda et al
08-11-2020	TextRay: Contour-based Geometric Modeling for Arbitrary-shaped Scene Text Detection by Fangfang Wang et al
08-14-2020	Self-adapting confidence estimation for stereo by Matteo Poggi et al
08-12-2020	Improving the Performance of Fine-Grain Image Classifiers via Generative Data Augmentation by Shashank Manjunath et al
08-12-2020	A Longitudinal Method for Simultaneous Whole-Brain and Lesion Segmentation in Multiple Sclerosis by Stefano Cerri et al
08-11-2020	PiNet: Attention Pooling for Graph Classification by Peter Meltzer et al
08-13-2020	Geometric Deep Learning for Post-Menstrual Age Prediction based on the Neonatal White Matter Cortical Surface by Vitalis Vosylius et al
08-11-2020	Extension of JPEG XS for Two-Layer Lossless Coding by Hiroyuki Kobayashi et al
08-14-2020	Rb-PaStaNet: A Few-Shot Human-Object Interaction Detection Based on Rules and Part States by Shenyu Zhang et al
08-14-2020	Homotopic Gradients of Generative Density Priors for MR Image Reconstruction by Cong Quan et al
08-11-2020	Learning to Cluster under Domain Shift by Willi Menapace et al
08-12-2020	Fine-grained Visual Textual Alignment for Cross-Modal Retrieval using Transformer Encoders by Nicola Messina et al
08-11-2020	3D FLAT: Feasible Learned Acquisition Trajectories for Accelerated MRI by Jonathan Alush-Aben et al
08-12-2020	Stable Low-rank Tensor Decomposition for Compression of Convolutional Neural Network by Anh-Huy Phan et al
08-12-2020	Renal Cell Carcinoma Detection and Subtyping with Minimal Point-Based Annotation in Whole-Slide Images by Zeyu Gao et al
08-12-2020	TF-NAS: Rethinking Three Search Freedoms of Latency-Constrained Differentiable Neural Architecture Search by Yibo Hu et al
08-14-2020	WAN: Watermarking Attack Network by Seung-Hun Nam et al
08-13-2020	MIXCAPS: A Capsule Network-based Mixture of Experts for Lung Nodule Malignancy Prediction by Parnian Afshar et al
08-14-2020	Not 3D Re-ID: a Simple Single Stream 2D Convolution for Robust Video Re-identification by Toby P. Breckon et al
08-11-2020	PX-NET: Simple, Efficient Pixel-Wise Training of Photometric Stereo Networks by Fotios Logothetis et al
08-12-2020	PAM:Point-wise Attention Module for 6D Object Pose Estimation by Myoungha Song et al
08-11-2020	Reinforced Wasserstein Training for Severity-Aware Semantic Segmentation in Autonomous Driving by Xiaofeng Liu et al
08-11-2020	The Umbrella software suite for automated asteroid detection by Malin Stanescu et al
08-11-2020	Surgical Mask Detection with Convolutional Neural Networks and Data Augmentations on Spectrograms by Steffen Illium et al
08-14-2020	An Improved Deep Convolutional Neural Network-Based Autonomous Road Inspection Scheme Using Unmanned Aerial Vehicles by Syed Ali Hassan et al
08-12-2020	Anomaly localization by modeling perceptual features by David Dehaene et al
08-14-2020	Parameters Sharing Exploration and Hetero-Center based Triplet Loss for Visible-Thermal Person Re-Identification by Haijun Liu et al
08-14-2020	BriNet: Towards Bridging the Intra-class and Inter-class Gaps in One-Shot Segmentation by Xianghui Yang et al
08-11-2020	Learning Stereo Matchability in Disparity Regression Networks by Jingyang Zhang et al
08-11-2020	R-MNet: A Perceptual Adversarial Network for Image Inpainting by Jireh Jam et al
08-13-2020	Landmark detection in Cardiac Magnetic Resonance Imaging Using A Convolutional Neural Network by Hui Xue et al
08-12-2020	ASAP-Net: Attention and Structure Aware Point Cloud Sequence Segmentation by Hanwen Cao et al
08-14-2020	ConsNet: Learning Consistency Graph for Zero-Shot Human-Object Interaction Detection by Ye Liu et al
08-14-2020	GeoLayout: Geometry Driven Room Layout Estimation Based on Depth Maps of Planes by Weidong Zhang et al
08-13-2020	BioMetricNet: deep unconstrained face verification through learning of metrics regularized onto Gaussian distributions by Arslan Ali et al
08-11-2020	VI-Net: View-Invariant Quality of Human Movement Assessment by Faegheh Sardari et al
08-12-2020	A Zero-Shot Sketch-based Inter-Modal Object Retrieval Scheme for Remote Sensing Images by Ushasi Chaudhuri et al
08-13-2020	Effect of Architectures and Training Methods on the Performance of Learned Video Frame Prediction by M. Akin Yilmaz et al
08-14-2020	Deep Atrous Guided Filter for Image Restoration in Under Display Cameras by Varun Sundar et al
08-11-2020	ClimAlign: Unsupervised statistical downscaling of climate variables via normalizing flows by Brian Groenke et al
08-12-2020	Identity-Aware Attribute Recognition via Real-Time Distributed Inference in Mobile Edge Clouds by Zichuan Xu et al
08-11-2020	Deep UAV Localization with Reference View Rendering by Timo Hinzmann et al
08-11-2020	Hardware-Centric AutoML for Mixed-Precision Quantization by Kuan Wang et al
08-14-2020	A Learning-based Method for Online Adjustment of C-arm Cone-Beam CT Source Trajectories for Artifact Avoidance by Mareike Thies et al
08-11-2020	Fully-Automated Packaging Structure Recognition in Logistics Environments by Laura Dörr et al
08-11-2020	Self-supervised Light Field View Synthesis Using Cycle Consistency by Yang Chen et al
08-11-2020	HydraMix-Net: A Deep Multi-task Semi-supervised Learning Approach for Cell Detection and Classification by R. M. Saad Bashir et al
08-11-2020	Transfer Learning for Protein Structure Classification and Function Inference at Low Resolution by Alexander Hudson et al
08-12-2020	Image-based Portrait Engraving by Paul L. Rosin et al
08-12-2020	DAWN: Vehicle Detection in Adverse Weather Nature Dataset by Mourad A. Kenk et al
08-11-2020	Multi-modal segmentation of 3D brain scans using neural networks by Jonathan Zopes et al
08-11-2020	Sharp Multiple Instance Learning for DeepFake Video Detection by Xiaodan Li et al
08-12-2020	Automatic assembly of aero engine low pressure turbine shaft based on 3D vision measurement by Jiaxiang Wang et al
08-13-2020	Interpretation of Brain Morphology in Association to Alzheimers Disease Dementia Classification Using Graph Convolutional Networks on Triangulated Meshes by Emanuel A. Azcona et al
08-12-2020	Towards Unsupervised Crowd Counting via Regression-Detection Bi-knowledge Transfer by Yuting Liu et al
08-11-2020	Detecting Urban Dynamics Using Deep Siamese Convolutional Neural Networks by Ephrem Admasu Yekun et al
08-11-2020	Robust Long-Term Object Tracking via Improved Discriminative Model Prediction by Seokeon Choi et al
08-11-2020	Left Ventricular Wall Motion Estimation by Active Polynomials for Acute Myocardial Infarction Detection by Serkan Kiranyaz et al
08-12-2020	Defending Adversarial Examples via DNN Bottleneck Reinforcement by Wenqing Liu et al
08-12-2020	RAF-AU Database: In-the-Wild Facial Expressions with Subjective Emotion Judgement and Objective AU Annotations by Wenjing Yan et al
08-14-2020	PointMixup: Augmentation for Point Clouds by Yunlu Chen et al
08-11-2020	Exposing Deep-faked Videos by Anomalous Co-motion Pattern Detection by Gengxing Wang et al
08-11-2020	BiHand: Recovering Hand Mesh with Multi-stage Bisected Hourglass Networks by Lixin Yang et al
08-11-2020	Thick Cloud Removal of Remote Sensing Images Using Temporal Smoothness and Sparsity-Regularized Tensor Optimization by Chenxi Duan et al
08-11-2020	Fast and Accurate Optical Flow based Depth Map Estimation from Light Fields by Yang Chen et al
08-13-2020	A Multimodal Late Fusion Model for E-Commerce Product Classification by Ye Bi et al
08-11-2020	Learned Proximal Networks for Quantitative Susceptibility Mapping by Kuo-Wei Lai et al
08-11-2020	TCL: an ANN-to-SNN Conversion with Trainable Clipping Layers by Nguyen-Dong Ho et al
08-11-2020	TransNet V2: An effective deep network architecture for fast shot transition detection by Tomáš Souček et al
08-13-2020	Semantically Adversarial Learnable Filters by Ali Shahin Shamsabadi et al
08-12-2020	LogoDet-3K: A Large-Scale Image Dataset for Logo Detection by Jing Wang et al
08-14-2020	Renormalization for Initialization of Rolling Shutter Visual-Inertial Odometry by Branislav Micusik et al
08-13-2020	Novelty Detection Through Model-Based Characterization of Neural Networks by Gukyeong Kwon et al
08-13-2020	Deep Domain Adaptation for Ordinal Regression of Pain Intensity Estimation Using Weakly-Labelled Videos by Gnana Praveen R et al
08-11-2020	Unified Representation Learning for Cross Model Compatibility by Chien-Yi Wang et al
08-11-2020	Attention-based 3D Object Reconstruction from a Single Image by Andrey Salvi et al
08-11-2020	KBGN: Knowledge-Bridge Graph Network for Adaptive Vision-Text Reasoning in Visual Dialogue by Xiaoze Jiang et al
08-11-2020	End-to-End Rate-Distortion Optimization for Bi-Directional Learned Video Compression by M. Akin Yilmaz et al
08-11-2020	PROFIT: A Novel Training Method for sub-4-bit MobileNet Models by Eunhyeok Park et al
08-11-2020	Implanting Synthetic Lesions for Improving Liver Lesion Segmentation in CT Exams by Dario Augusto Borges Oliveira
08-11-2020	A Study of Efficient Light Field Subsampling and Reconstruction Strategies by Yang Chen et al
08-13-2020	Automated detection and quantification of COVID-19 airspace disease on chest radiographs: A novel approach achieving radiologist-level performance using a CNN trained on digital reconstructed radiographs (DRRs) from CT-based ground-truth by Eduardo Mortani Barbosa et al
08-11-2020	AtrialJSQnet: A New Framework for Joint Segmentation and Quantification of Left Atrium and Scars Incorporating Spatial and Shape Information by Lei Li et al
08-11-2020	Estimating Magnitude and Phase of Automotive Radar Signals under Multiple Interference Sources with Fully Convolutional Networks by Nicolae-Cătălin Ristea et al