2020.8.10 Vision papers

08-05-2020	NeRF in the Wild: Neural Radiance Fields for Unconstrained Photo Collections by Ricardo Martin-Brualla et al
08-04-2020	Learning Stereo from Single Images by Jamie Watson et al
08-04-2020	An artificial intelligence system for predicting the deterioration of COVID-19 patients in the emergency department by Farah E. Shamout et al
08-06-2020	Generative Adversarial Networks for Image and Video Synthesis: Algorithms and Applications by Ming-Yu Liu et al
08-05-2020	StyleFlow: Attribute-conditioned Exploration of StyleGAN-Generated Images using Conditional Continuous Normalizing Flows by Rameen Abdal et al
08-04-2020	Learning Visual Representations with Caption Annotations by Mert Bulent Sariyildiz et al
08-06-2020	Efficient Non-Line-of-Sight Imaging from Transient Sinograms by Mariko Isogawa et al
08-06-2020	CaSPR: Learning Canonical Spatiotemporal Point Cloud Representations by Davis Rempe et al
08-06-2020	Gibbs Sampling with People by Peter M. C. Harrison et al
08-06-2020	FastLR: Non-Autoregressive Lipreading Model with Integrate-and-Fire by Jinglin Liu et al
08-06-2020	Learning to Factorize and Relight a City by Andrew Liu et al
08-06-2020	Structured Convolutions for Efficient Neural Network Design by Yash Bhalgat et al
08-04-2020	Deep Learning Based Early Diagnostics of Parkinsons Disease by Elcin Huseyn
08-05-2020	Learning Illumination from Diverse Portraits by Chloe LeGendre et al
08-05-2020	Domain-Specific Mappings for Generative Adversarial Style Transfer by Hsin-Yu Chang et al
08-05-2020	Axiom-based Grad-CAM: Towards Accurate Visualization and Explanation of CNNs by Ruigang Fu et al
08-05-2020	Learning Long-term Visual Dynamics with Region Proposal Interaction Networks by Haozhi Qi et al
08-05-2020	Global Voxel Transformer Networks for Augmented Microscopy by Zhengyang Wang et al
08-06-2020	Handwritten Character Recognition from Wearable Passive RFID by Leevi Raivio et al
08-04-2020	From Human Mesenchymal Stromal Cells to Osteosarcoma Cells Classification by Deep Learning by Mario D'Acunto et al
08-05-2020	A Neural-Symbolic Framework for Mental Simulation by Michael Kissner
08-05-2020	Compact Graph Architecture for Speech Emotion Recognition by A. Shirian et al
08-05-2020	A Robot that Counts Like a Child -- a Developmental Model of Counting and Pointing by Leszek Pecyna et al
08-05-2020	F2GAN: Fusing-and-Filling GAN for Few-shot Image Generation by Yan Hong et al
08-06-2020	Fashion Captioning: Towards Generating Accurate Descriptions with Semantic Rewards by Xuewen Yang et al
08-04-2020	Multimodal Image-to-Image Translation via a Single Generative Adversarial Network by Shihua Huang et al
08-05-2020	Exploiting Temporal Attention Features for Effective Denoising in Videos by Aryansh Omray et al
08-06-2020	On the Accuracy of CRNNs for Line-Based OCR: A Multi-Parameter Evaluation by Bernhard Liebl et al
08-06-2020	Deep Learning Based Defect Detection for Solder Joints on Industrial X-Ray Circuit Board Images by Qianru Zhang et al
08-06-2020	Unsupervised Learning for Identifying Events in Active Target Experiments by Robert Solli et al
08-05-2020	OverNet: Lightweight Multi-Scale Super-Resolution with Overscaling Network by Parichehr Behjati et al
08-06-2020	IIIT-AR-13K: A New Dataset for Graphical Object Detection in Documents by Ajoy Mondal et al
08-06-2020	MED-TEX: Transferring and Explaining Knowledge with Less Data from Pretrained Medical Imaging Models by Thanh Nguyen-Duc et al
08-05-2020	Salvage Reusable Samples from Noisy Data for Robust Learning by Zeren Sun et al
08-05-2020	GL-GAN: Adaptive Global and Local Bilevel Optimization model of Image Generation by Ying Liu et al
08-06-2020	Fine-grained Iterative Attention Network for TemporalLanguage Localization in Videos by Xiaoye Qu et al
08-06-2020	IV-SLAM: Introspective Vision for Simultaneous Localization and Mapping by Sadegh Rabiee et al
08-06-2020	Modeling Data Reuse in Deep Neural Networks by Taking Data-Types into Cognizance by Nandan Kumar Jha et al
08-06-2020	Optical Flow and Mode Selection for Learning-based Video Coding by Théo Ladune et al
08-06-2020	Object-based Illumination Estimation with Rendering-aware Neural Networks by Xin Wei et al
08-04-2020	Counterfactual Explanation Based on Gradual Construction for Deep Networks by Sin-Han Kang et al
08-04-2020	Importance of Self-Consistency in Active Learning for Semantic Segmentation by S. Alireza Golestaneh et al
08-06-2020	Towards Accurate Pixel-wise Object Tracking by Attention Retrieval by Zhipeng Zhang et al
08-05-2020	COALESCE: Component Assembly by Learning to Synthesize Connections by Kangxue Yin et al
08-04-2020	LoCo: Local Contrastive Representation Learning by Yuwen Xiong et al
08-06-2020	Graph Convolutional Networks for Hyperspectral Image Classification by Danfeng Hong et al
08-06-2020	Image Generation for Efficient Neural Network Training in Autonomous Drone Racing by Theo Morales et al
08-04-2020	MSDPN: Monocular Depth Prediction with Partial Laser Observation using Multi-stage Neural Networks by Hyungtae Lim et al
08-05-2020	Cross-Model Image Annotation Platform with Active Learning by Ng Hui Xian Lynnette et al
08-06-2020	Gender and Ethnicity Classification based on Palmprint and Palmar Hand Images from Uncontrolled Environment by Wojciech Michal Matkowski et al
08-06-2020	Pairwise Relation Learning for Semi-supervised Gland Segmentation by Yutong Xie et al
08-06-2020	Dual Gaussian-based Variational Subspace Disentanglement for Visible-Infrared Person Re-Identification by Nan Pu et al
08-06-2020	Shonan Rotation Averaging: Global Optimality by Surfing SO(p)nSO(p)n by Frank Dellaert et al
08-05-2020	Point Proposal Network: Accelerating Point Source Detection Through Deep Learning by Duncan Tilley et al
08-05-2020	Data-driven Meta-set Based Fine-Grained Visual Classification by Chuanyi Zhang et al
08-05-2020	Group Activity Prediction with Sequential Relational Anticipation Model by Junwen Chen et al
08-06-2020	Zero-Shot Multi-View Indoor Localization via Graph Location Networks by Meng-Jiun Chiou et al
08-06-2020	Fast Approximate Modelling of the Next Combination Result for Stopping the Text Recognition in a Video by Konstantin Bulatov et al
08-06-2020	Joint Self-Attention and Scale-Aggregation for Self-Calibrated Deraining Network by Cong Wang et al
08-05-2020	Performance Improvement of Path Planning algorithms with Deep Learning Encoder Model by Janderson Ferreira et al
08-06-2020	Noisy Student Training using Body Language Dataset Improves Facial Expression Recognition by Vikas Kumar et al
08-05-2020	Unsupervised seismic facies classification using deep convolutional autoencoder by Vladimir Puzyrev et al
08-05-2020	Learning Boost by Exploiting the Auxiliary Task in Multi-task Domain by Jonghwa Yim et al
08-06-2020	Assessing the (Un)Trustworthiness of Saliency Maps for Localizing Abnormalities in Medical Imaging by Nishanth Arun et al
08-05-2020	MultiCheXNet: A Multi-Task Learning Deep Network For Pneumonia-like Diseases Diagnosis From X-ray Scans by Abdullah Tarek Farag et al
08-06-2020	Exploring Relations in Untrimmed Videos for Self-Supervised Learning by Dezhao Luo et al
08-04-2020	A non-discriminatory approach to ethical deep learning by Enzo Tartaglione et al
08-06-2020	Self-supervised Video Representation Learning Using Inter-intra Contrastive Framework by Li Tao et al
08-06-2020	The VISIONE Video Search System: Exploiting Off-the-Shelf Text Search Engines for Large-Scale Video Retrieval by Giuseppe Amato et al
08-06-2020	Few-shot Classification via Adaptive Attention by Zihang Jiang et al
08-06-2020	Learnable Graph Inception Network for Emotion Recognition by A. Shirian et al
08-04-2020	Context Encoding for Video Retrieval with Contrastive Learning by Jie Shao et al
08-04-2020	Making Sense of CNNs: Interpreting Deep Representations & Their Invariances with INNs by Robin Rombach et al
08-04-2020	PatchNets: Patch-Based Generalizable Deep Implicit 3D Shape Representations by Edgar Tretschk et al
08-06-2020	Approach for document detection by contours and contrasts by Daniil V. Tropin et al
08-04-2020	Spherical Feature Transform for Deep Metric Learning by Yuke Zhu et al
08-05-2020	A feature-supervised generative adversarial network for environmental monitoring during hazy days by Ke Wang et al
08-04-2020	Multiple Code Hashing for Efficient Image Retrieval by Ming-Wei Li et al
08-04-2020	Open-Edit: Open-Domain Image Manipulation with Open-Vocabulary Instructions by Xihui Liu et al
08-04-2020	Weight-Sharing Neural Architecture Search: A Battle to Shrink the Optimization Gap by Lingxi Xie et al
08-04-2020	Structural Plan of Indoor Scenes with Personalized Preferences by Xinhan Di et al
08-04-2020	Multimodality Biomedical Image Registration using Free Point Transformer Networks by Zachary M. C. Baum et al
08-04-2020	High resolution neural texture synthesis with long range constraints by Nicolas Gonthier et al
08-04-2020	Neuromorphic Computing for Content-based Image Retrieval by Te-Yuan Liu et al
08-04-2020	Simultaneous Semantic Alignment Network for Heterogeneous Domain Adaptation by Shuang Li et al
08-04-2020	Deep Multi Depth Panoramas for View Synthesis by Kai-En Lin et al
08-06-2020	Diagnosis of Autism in Children using Facial Analysis and Deep Learning by Madison Beary et al
08-04-2020	1st Place Solutions of Waymo Open Dataset Challenge 2020 -- 2D Object Detection Track by Zehao Huang et al
08-04-2020	Two-Stage Deep Learning for Accelerated 3D Time-of-Flight MRA without Matched Training Data by Hyungjin Chung et al
08-05-2020	Can I Pour into It? Robot Imagining Open Containability Affordance of Previously Unseen Objects via Physical Simulations by Hongtao Wu et al
08-05-2020	Multiple Sclerosis Lesion Activity Segmentation with Attention-Guided Two-Path CNNs by Nils Gessert et al
08-06-2020	Predicting Visual Importance Across Graphic Design Types by Camilo Fosco et al
08-05-2020	More Than Accuracy: Towards Trustworthy Machine Learning Interfaces for Object Recognition by Hendrik Heuer et al
08-04-2020	Stabilizing Deep Tomographic Reconstruction Networks by Weiwen Wu et al
08-07-2020	Global Context Aware Convolutions for 3D Point Cloud Understanding by Zhiyuan Zhang et al
08-07-2020	Physics-Based Dexterous Manipulations with Estimated Hand Poses and Residual Reinforcement Learning by Guillermo Garcia-Hernando et al
08-06-2020	Webly Supervised Semantic Embeddings for Large Scale Zero-Shot Learning by Yannick Le Cacheux et al
08-04-2020	Memory Efficient Class-Incremental Learning for Image Classification by Hanbin Zhao et al
08-04-2020	Class-Incremental Domain Adaptation by Jogendra Nath Kundu et al
08-04-2020	Graph Neural Networks with Low-rank Learnable Local Filters by Xiuyuan Cheng et al
08-04-2020	Online Continual Learning under Extreme Memory Constraints by Enrico Fini et al
08-05-2020	Fast top-K Cosine Similarity Search through XOR-Friendly Binary Quantization on GPUs by Xiaozheng Jian et al
08-04-2020	Controlling Information Capacity of Binary Neural Network by Dmitry Ignatov et al
08-05-2020	Subclass Contrastive Loss for Injured Face Recognition by Puspita Majumdar et al
08-04-2020	Applying Incremental Deep Neural Networks-based Posture Recognition Model for Injury Risk Assessment in Construction by Junqi Zhao et al
08-04-2020	Synthetic to Real Unsupervised Domain Adaptation for Single-Stage Artwork Recognition in Cultural Sites by Giovanni Pasqualino et al
08-07-2020	Deep Robust Clustering by Contrastive Learning by Huasong Zhong et al
08-06-2020	A Novel Video Salient Object Detection Method via Semi-supervised Motion Quality Perception by Chenglizhao Chen et al
08-07-2020	Single-stage intake gesture detection using CTC loss and extended prefix beam search by Philipp V. Rouast et al
08-05-2020	Active Perception using Light Curtains for Autonomous Driving by Siddharth Ancha et al
08-06-2020	Fatigue Assessment using ECG and Actigraphy Sensors by Yang Bai et al
08-04-2020	Prior Guided Feature Enrichment Network for Few-Shot Segmentation by Zhuotao Tian et al
08-07-2020	The Ensemble Method for Thorax Diseases Classification by Bayu A. Nugroho
08-04-2020	Hierarchical Amortized Training for Memory-efficient High Resolution 3D GAN by Li Sun et al
08-04-2020	ExchNet: A Unified Hashing Network for Large-Scale Fine-Grained Image Retrieval by Quan Cui et al
08-06-2020	A Deeper Look at Salient Object Detection: Bi-stream Network with a Small Training Dataset by Zhenyu Wu et al
08-05-2020	Duality Diagram Similarity: a generic framework for initialization selection in task transfer learning by Kshitij Dwivedi et al
08-05-2020	Extracting and Leveraging Nodule Features with Lung Inpainting for Local Feature Augmentation by Sebastian Guendel et al
08-04-2020	Entropy Guided Adversarial Model for Weakly Supervised Object Localization by Sabrina Narimene Benassou et al
08-05-2020	Beyond Controlled Environments: 3D Camera Re-Localization in Changing Indoor Scenes by Johanna Wald et al
08-05-2020	Self-supervised Temporal Discriminative Learning for Video Representation Learning by Jinpeng Wang et al
08-07-2020	Deep Ordinal Regression Forests by Haiping Zhu et al
08-04-2020	Cylinder3D: An Effective 3D Framework for Driving-scene LiDAR Semantic Segmentation by Hui Zhou et al

08-04-2020	Hyperspectral Image Classification with Spatial Consistence Using Fully Convolutional Spatial Propagation Network by Yenan Jiang et al
08-05-2020	Structure Preserving Stain Normalization of Histopathology Images Using Self-Supervised Semantic Guidance by Dwarikanath Mahapatra et al
08-07-2020	Leveraging Localization for Multi-camera Association by Zhongang Cai et al
08-04-2020	Boundary Content Graph Neural Network for Temporal Action Proposal Generation by Yueran Bai et al
08-05-2020	Can You Read Me Now? Content Aware Rectification using Angle Supervision by Amir Markovitz et al
08-04-2020	Implicit Saliency in Deep Neural Networks by Yutong Sun et al
08-04-2020	Guiding CNNs towards Relevant Concepts by Multi-task and Adversarial Learning by Mara Graziani et al
08-04-2020	Deep Parallel MRI Reconstruction Network Without Coil Sensitivities by Wanyu Bian et al
08-05-2020	Component Divide-and-Conquer for Real-World Image Super-Resolution by Pengxu Wei et al
08-07-2020	Associative Partial Domain Adaptation by Youngeun Kim et al
08-04-2020	MOR-UAV: A Benchmark Dataset and Baselines for Moving Object Recognition in UAV Videos by Murari Mandal et al
08-04-2020	Fast Nonconvex T∗2T2∗ Mapping Using ADMM by Shuai Huang et al
08-05-2020	Pose-based Modular Network for Human-Object Interaction Detection by Zhijun Liang et al
08-04-2020	Graph Signal Processing for Geometric Data and Beyond: Theory and Applications by Wei Hu et al
08-07-2020	Investigation of Speaker-adaptation methods in Transformer based ASR by Vishwas M. Shetty et al
08-04-2020	PAI-BPR: Personalized Outfit Recommendation Scheme with Attribute-wise Interpretability by Dikshant Sagar et al
08-07-2020	A Surgery of the Neural Architecture Evaluators by Xuefei Ning et al
08-06-2020	Exploring Rich and Efficient Spatial Temporal Interactions for Real Time Video Salient Object Detection by Chenglizhao Chen et al
08-04-2020	A coarse-to-fine framework for unsupervised multi-contrast MR image deformable registration with dual consistency constraint by Weijian Huang et al
08-07-2020	Oversampling Adversarial Network for Class-Imbalanced Fault Diagnosis by Masoumeh Zareapoor et al
08-04-2020	Predicting the Blur Visual Discomfort for Natural Scenes by the Loss of Positional Information by Elio D. Di Claudio et al
08-04-2020	Prime-Aware Adaptive Distillation by Youcai Zhang et al
08-07-2020	Cascade Graph Neural Networks for RGB-D Salient Object Detection by Ao Luo et al
08-05-2020	Tiny-YOLO object detection supplemented with geometrical data by Ivan Khokhlov et al
08-06-2020	Textual Description for Mathematical Equations by Ajoy Mondal et al
08-04-2020	Unsupervised Cross-Modal Alignment for Multi-Person 3D Pose Estimation by Jogendra Nath Kundu et al
08-05-2020	Self-supervised learning using consistency regularization of spatio-temporal data augmentation for action recognition by Jinpeng Wang et al
08-07-2020	Revisiting Mid-Level Patterns for Distant-Domain Few-Shot Recognition by Yixiong Zou et al
08-06-2020	Few Shot Learning Framework to Reduce Inter-observer Variability in Medical Images by Sohini Roychowdhury
08-06-2020	Improving Explainability of Image Classification in Scenarios with Class Overlap: Application to COVID-19 and Pneumonia by Edward Verenich et al
08-06-2020	Polysemy Deciphering Network for Robust Human-Object Interaction Detection by Xubin Zhong et al
08-04-2020	Appearance Consensus Driven Self-Supervised Human Mesh Recovery by Jogendra Nath Kundu et al
08-04-2020	Hierarchical Context Embedding for Region-based Object Detection by Zhao-Min Chen et al
08-04-2020	Shape Consistent 2D Keypoint Estimation under Domain Shift by Levi O. Vasconcelos et al
08-07-2020	SimPatch: A Nearest Neighbor Similarity Match between Image Patches by Aritra Banerjee
08-06-2020	Confidence-guided Lesion Mask-based Simultaneous Synthesis of Anatomic and Molecular MR Images in Patients with Post-treatment Malignant Gliomas by Pengfei Guo et al
08-07-2020	A Study on Visual Perception of Light Field Content by Ailbhe Gill et al
08-04-2020	Simultaneous Consensus Maximization and Model Fitting by Fei Wen et al
08-04-2020	Jointly Cross- and Self-Modal Graph Attention Network for Query-Based Moment Localization by Daizong Liu et al
08-07-2020	Improving Multispectral Pedestrian Detection by Addressing Modality Imbalance Problems by Kailai Zhou et al
08-04-2020	COVID-19 in CXR: from Detection and Severity Scoring to Patient Disease Monitoring by Rula Amer et al
08-07-2020	Image Transformation Network for Privacy-Preserving Deep Neural Networks and Its Security Evaluation by Hiroki Ito et al
08-04-2020	Addressing the Cold-Start Problem in Outfit Recommendation Using Visual Preference Modelling by Dhruv Verma et al
08-07-2020	A Multi-Task Learning Approach for Human Action Detection and Ergonomics Risk Assessment by Behnoosh Parsa et al
08-07-2020	NuI-Go: Recursive Non-Local Encoder-Decoder Network for Retinal Image Non-Uniform Illumination Removal by Chongyi Li et al
08-04-2020	Transmission Map and Atmospheric Light Guided Iterative Updater Network for Single Image Dehazing by Aupendu Kar et al
08-04-2020	Tracking Skin Colour and Wrinkle Changes During Cosmetic Product Trials Using Smartphone Images by Alan F. Smeaton et al
08-06-2020	A Sensitivity Analysis Approach for Evaluating a Radar Simulation for Virtual Testing of Autonomous Driving Functions by Anthony Ngo et al
08-06-2020	An Indexing Scheme and Descriptor for 3D Object Retrieval Based on Local Shape Querying by Bart Iver van Blokland et al
08-04-2020	A Novel Indoor Positioning System for unprepared firefighting scenarios by Vamsi Karthik Vadlamani et al
08-06-2020	Parts-Based Articulated Object Localization in Clutter Using Belief Propagation by Jana Pavlasek et al
08-07-2020	HoliCity: A City-Scale Data Platform for Learning Holistic 3D Structures by Yichao Zhou et al
08-07-2020	In-Depth DCT Coefficient Distribution Analysis for First Quantization Estimation by Sebastiano Battiato et al
08-07-2020	Multi-Level Temporal Pyramid Network for Action Detection by Xiang Wang et al
08-06-2020	Integration of 3D Knowledge for On-Board UAV Visual Tracking by Stéphane Vujasinović et al
08-04-2020	Land Use and Land Cover Classification using a Human Group based Particle Swarm Optimization Algorithm with a LSTM classifier on hybrid-pre-processing Remote Sensing Images by T. Kowsalya et al
08-06-2020	Decomposition of Longitudinal Deformations via Beltrami Descriptors by Ho Law et al
08-04-2020	Evaluating the performance of the LIME and Grad-CAM explanation methods on a LEGO multi-label image classification task by David Cian et al
08-05-2020	Fully Automated and Standardized Segmentation of Adipose Tissue Compartments by Deep Learning in Three-dimensional Whole-body MRI of Epidemiological Cohort Studies by Thomas Küstner et al
08-07-2020	Convolutional neural network based deep-learning architecture for intraprostatic tumour contouring on PSMA PET images in patients with primary prostate cancer by Dejan Kostyszyn et al