2020.6.29 Vision papers

06-24-2020	Compositional Explanations of Neurons by Jesse Mu et al
06-25-2020	Deep Learning for Cornea Microscopy Blind Deblurring by Toussain Cardot et al
06-23-2020	Simple and Effective VAE Training with Calibrated Decoders by Oleh Rybkin et al
06-25-2020	Smooth Adversarial Training by Cihang Xie et al
06-25-2020	An Analysis of SVD for Deep Rotation Estimation by Jake Levinson et al
06-24-2020	Labelling unlabelled videos from scratch with multi-modal self-supervision by Yuki M. Asano et al
06-25-2020	Space-Time Correspondence as a Contrastive Random Walk by Allan Jabri et al
06-24-2020	Neural Architecture Design for GPU-Efficient Networks by Ming Lin et al
06-25-2020	SACT: Self-Aware Multi-Space Feature Composition Transformer for Multinomial Attention for Video Captioning by Chiranjib Sur
06-25-2020	Does Adversarial Transferability Indicate Knowledge Transferability? by Kaizhao Liang et al
06-24-2020	DISK: Learning local features with policy gradient by Michał J. Tyszkiewicz et al
06-24-2020	Minimum Cost Active Labeling by Hang Qiu et al
06-23-2020	Long-Horizon Visual Planning with Goal-Conditioned Hierarchical Predictors by Karl Pertsch et al
06-25-2020	SRFlow: Learning the Super-Resolution Space with Normalizing Flow by Andreas Lugmayr et al
06-25-2020	One Thousand and One Hours: Self-driving Motion Prediction Dataset by John Houston et al
06-23-2020	Was there COVID-19 back in 2012? Challenge for AI in Diagnosis with Similar Indications by Imon Banerjee et al
06-24-2020	Extended Labeled Faces in-the-Wild (ELFW): Augmenting Classes for Face Segmentation by Rafael Redondo et al
06-25-2020	Can 3D Adversarial Logos Cloak Humans? by Tianlong Chen et al
06-24-2020	Kinematic-Structure-Preserved Representation for Unsupervised 3D Human Pose Estimation by Jogendra Nath Kundu et al
06-24-2020	On Mitigating Random and Adversarial Bit Errors by David Stutz et al
06-25-2020	Searching towards Class-Aware Generators for Conditional Generative Adversarial Networks by Peng Zhou et al
06-23-2020	MANTRA: A Machine Learning reference lightcurve dataset for astronomical transient event recognition by Mauricio Neira et al
06-24-2020	Time for a Background Check! Uncovering the impact of Background Features on Deep Neural Networks by Vikash Sehwag et al
06-24-2020	Large-scale detection and categorization of oil spills from SAR images with deep learning by Filippo Maria Bianchi et al
06-24-2020	Block-matching in FPGA by Rafael Pizarro Solar et al
06-25-2020	Backdoor Attacks on Facial Recognition in the Physical World by Emily Wenger et al
06-23-2020	Realistic Adversarial Data Augmentation for MR Image Segmentation by Chen Chen et al
06-25-2020	Estimating Displaced Populations from Overhead by Armin Hadzic et al
06-25-2020	Perfusion Quantification from Endoscopic Videos: Learning to Read Tumor Signatures by Sergiy Zhuk et al
06-25-2020	Discontinuous and Smooth Depth Completion with Binary Anisotropic Diffusion Tensor by Yasuhiro Yao et al
06-25-2020	Epoch-evolving Gaussian Process Guided Learning by Jiabao Cui et al
06-25-2020	Learning to simulate complex scenes by Zhenfeng Xue et al
06-25-2020	Deep Residual 3D U-Net for Joint Segmentation and Texture Classification of Nodules in Lung by Alexandr G. Rassadin
06-25-2020	Dynamically Mitigating Data Discrepancy with Balanced Focal Loss for Replay Attack Detection by Yongqiang Dou et al
06-24-2020	A Novel and Reliable Deep Learning Web-Based Tool to Detect COVID-19 Infection from Chest CT-Scan by Abdolkarim Saeedi et al
06-24-2020	The flag manifold as a tool for analyzing and comparing data sets by Xiaofeng Ma et al
06-25-2020	Anomaly Detection using Deep Reconstruction and Forecasting for Autonomous Systems by Nadarasar Bahavan et al
06-23-2020	Sparse-RS: a versatile framework for query-efficient sparse black-box adversarial attacks by Francesco Croce et al
06-23-2020	Facing the Hard Problems in FGVC by Connor Anderson et al
06-25-2020	Parametric Instance Classification for Unsupervised Visual Feature Learning by Yue Cao et al
06-25-2020	SS-CAM: Smoothed Score-CAM for Sharper Visual Feature Localization by Rakshit Naidu et al
06-23-2020	Neural Non-Rigid Tracking by Aljaž Božič et al
06-25-2020	PropagationNet: Propagate Points to Curve to Learn Structure Information by Xiehe Huang et al
06-24-2020	Neural Splines: Fitting 3D Surfaces with Infinitely-Wide Neural Networks by Francis Williams et al
06-25-2020	Lifted Disjoint Paths with Application in Multiple Object Tracking by Andrea Hornakova et al
06-23-2020	Instant 3D Object Tracking with Applications in Augmented Reality by Adel Ahmadyan et al
06-24-2020	Deep Convolutional GANs for Car Image Generation by Dong Hui Kim
06-25-2020	A causal view of compositional zero-shot recognition by Yuval Atzmon et al
06-24-2020	Blacklight: Defending Black-Box Adversarial Attacks on Deep Neural Networks by Huiying Li et al
06-25-2020	Empirical Analysis of Overfitting and Mode Drop in GAN Training by Yasin Yazici et al
06-26-2020	Not all Failure Modes are Created Equal: Training Deep Neural Networks for Explicable (Mis)Classification by Alberto Olmo et al
06-25-2020	Layout Generation and Completion with Self-attention by Kamal Gupta et al
06-25-2020	Scalable Spectral Clustering with Nystrom Approximation: Practical and Theoretical Aspects by Farhad Pourkamali-Anaraki
06-23-2020	Scribble2Label: Scribble-Supervised Cell Segmentation via Self-Generating Pseudo-Labels with Consistency by Hyeonsoo Lee et al
06-25-2020	Training Variational Networks with Multi-Domain Simulations: Speed-of-Sound Image Reconstruction by Melanie Bernhardt et al
06-23-2020	Automated Detection of COVID-19 from CT Scans Using Convolutional Neural Networks by Rohit Lokwani et al
06-25-2020	Fine granularity access in interactive compression of 360-degree images based on rate adaptive channel codes by Navid Mahmoudian Bidgoli et al
06-25-2020	Collaborative Boundary-aware Context Encoding Networks for Error Map Prediction by Zhenxi Zhang et al
06-24-2020	X-ModalNet: A Semi-Supervised Deep Cross-Modal Network for Classification of Remote Sensing Data by Danfeng Hong et al
06-25-2020	DanHAR: Dual Attention Network For Multimodal Human Activity Recognition Using Wearable Sensors by Wenbin Gao et al
06-23-2020	Efficient Spatially Adaptive Convolution and Correlation by Thomas W. Mitchel et al
06-23-2020	Single-Shot 3D Detection of Vehicles from Monocular RGB Images via Geometry Constrained Keypoints in Real-Time by Nils Gählert et al
06-24-2020	Interpretable Deep Models for Cardiac Resynchronisation Therapy Response Prediction by Esther Puyol-Antón et al
06-23-2020	Robot Object Retrieval with Contextual Natural Language Queries by Thao Nguyen et al
06-23-2020	NeuralScale: Efficient Scaling of Neurons for Resource-Constrained Deep Neural Networks by Eugene Lee et al
06-23-2020	Increased-Range Unsupervised Monocular Depth Estimation by Saad Imran et al
06-23-2020	Anomaly Detection with Deep Perceptual Autoencoders by Nina Tuluptceva et al
06-26-2020	Orthogonal Deep Models As Defense Against Black-Box Attacks by Mohammad A. A. K. Jalwana et al
06-24-2020	Normalized Loss Functions for Deep Learning with Noisy Labels by Xingjun Ma et al
06-25-2020	SmallBigNet: Integrating Core and Contextual Views for Video Classification by Xianhang Li et al
06-23-2020	Image-to-image Mapping with Many Domains by Sparse Attribute Transfer by Matthew Amodio et al
06-25-2020	Multimarginal Wasserstein Barycenter for Stain Normalization and Augmentation by Saad Nadeem et al
06-23-2020	Rescaling Egocentric Vision by Dima Damen et al
06-23-2020	NASTransfer: Analyzing Architecture Transferability in Large Scale Neural Architecture Search by Rameswar Panda et al
06-24-2020	OvA-INN: Continual Learning with Invertible Neural Networks by G. Hocquet et al
06-24-2020	DeepTracking-Net: 3D Tracking with Unsupervised Learning of Continuous Flow by Shuaihang Yuan et al
06-24-2020	Insights from the Future for Continual Learning by Arthur Douillard et al
06-26-2020	High Resolution Zero-Shot Domain Adaptation of Synthetically Rendered Face Images by Stephan J. Garbin et al
06-23-2020	Bridging the Theoretical Bound and Deep Algorithms for Open Set Domain Adaptation by Li Zhong et al
06-24-2020	On the Empirical Neural Tangent Kernel of Standard Finite-Width Convolutional Neural Network Architectures by Maxim Samarin et al
06-23-2020	DCNNs: A Transfer Learning comparison of Full Weapon Family threat detection for Dual-Energy X-Ray Baggage Imagery by A. Williamson et al
06-23-2020	MSMD-Net: Deep Stereo Matching with Multi-scale and Multi-dimension Cost Volume by Zhelun Shen et al
06-23-2020	Calibration of Neural Networks using Splines by Kartik Gupta et al
06-23-2020	Post-hoc Calibration of Neural Networks by Amir Rahimi et al
06-26-2020	Object-Centric Learning with Slot Attention by Francesco Locatello et al
06-26-2020	A Loss Function for Generative Neural Networks Based on Watsons Perceptual Model by Steffen Czolbe et al
06-23-2020	Does Non-COVID19 Lung Lesion Help? Investigating Transferability in COVID-19 CT Image Segmentation by Yixin Wang et al
06-23-2020	IA-MOT: Instance-Aware Multi-Object Tracking with Motion Consistency by Jiarui Cai et al
06-24-2020	Dynamic Functional Connectivity and Graph Convolution Network for Alzheimers Disease Classification by Xingwei An et al
06-23-2020	Deep Attentive Wasserstein Generative Adversarial Networks for MRI Reconstruction with Recurrent Context-Awareness by Yifeng Guo et al
06-26-2020	AutoSNAP: Automatically Learning Neural Architectures for Instrument Pose Estimation by David Kügler et al
06-24-2020	Movement Tracking by Optical Flow Assisted Inertial Navigation by Lassi Meronen et al
06-24-2020	Imbalanced Gradients: A New Cause of Overestimated Adversarial Robustness by Linxi Jiang et al
06-24-2020	Feedback Graph Attention Convolutional Network for Medical Image Enhancement by Xiaobin Hu et al
06-24-2020	Self-Convolution: A Highly-Efficient Operator for Non-Local Image Restoration by Lanqing Guo et al
06-24-2020	PhishGAN: Data Augmentation and Identification of Homoglpyh Attacks by Joon Sern Lee et al
06-24-2020	Malignancy-Aware Follow-Up Volume Prediction for Lung Nodules by Yamin Li et al
06-26-2020	RPM-Net: Recurrent Prediction of Motion and Parts from Point Cloud by Zihao Yan et al
06-23-2020	Learning Disentangled Representations of Video with Missing Data by Armand Comas Massague et al
06-24-2020	Recurrent Relational Memory Network for Unsupervised Image Captioning by Dan Guo et al
06-26-2020	A survey of loss functions for semantic segmentation by Shruti Jadon
06-23-2020	Surpassing Real-World Source Training Data: Random 3D Characters for Generalizable Person Re-Identification by Yanan Wang et al
06-24-2020	Improving task-specific representation via 1M unlabelled images without any extra knowledge by Aayush Bansal
06-25-2020	Graph Optimal Transport for Cross-Domain Alignment by Liqun Chen et al
06-23-2020	Learning Physical Constraints with Neural Projections by Shuqi Yang et al
06-26-2020	Unsupervised Discovery of Object Landmarks via Contrastive Learning by Zezhou Cheng et al
06-24-2020	3DMotion-Net: Learning Continuous Flow Function for 3D Motion Prediction by Shuaihang Yuan et al
06-26-2020	End-to-end training of deep kernel map networks for image classification by Mingyuan Jiu et al
06-24-2020	Learning Interclass Relations for Image Classification by Muhamedrahimov Raouf et al
06-25-2020	Pushing the Limit of Unsupervised Learning for Ultrasound Image Artifact Removal by Shujaat Khan et al
06-23-2020	3D Probabilistic Segmentation and Volumetry from 2D projection images by Athanasios Vlontzos et al
06-24-2020	Post-DAE: Anatomically Plausible Segmentation via Post-Processing with Denoising Autoencoders by Agostina J Larrazabal et al
06-23-2020	Learning Semantically Enhanced Feature for Fine-Grained Image Classification by Wei Luo et al
06-24-2020	Disentangle Perceptual Learning through Online Contrastive Learning by Kangfu Mei et al
06-24-2020	3D Pose Detection in Videos: Focusing on Occlusion by Justin Wang et al
06-23-2020	Object recognition through pose and shape estimation by Anitta D et al
06-24-2020	Flexible Image Denoising with Multi-layer Conditional Feature Modulation by Jiazhi Du et al
06-23-2020	Scale-Space Autoencoders for Unsupervised Anomaly Segmentation in Brain MRI by Christoph Baur et al

06-24-2020	NINEPINS: Nuclei Instance Segmentation with Point Annotations by Ting-An Yen et al
06-24-2020	Comprehensive Information Integration Modeling Framework for Video Titling by Shengyu Zhang et al
06-25-2020	Deep Q-Network-Driven Catheter Segmentation in 3D US by Hybrid Constrained Semi-Supervised Learning and Dual-UNet by Hongxu Yang et al
06-26-2020	Text Detection on Roughly Placed Books by Leveraging a Learning-based Model Trained with Another Domain Data by Riku Anegawa et al
06-24-2020	Retrospective Loss: Looking Back to Improve Training of Deep Neural Networks by Surgan Jandial et al
06-23-2020	Rethinking Distributional Matching Based Domain Adaptation by Bo Li et al
06-25-2020	Deepfake Detection using Spatiotemporal Convolutional Networks by Oscar de Lima et al
06-24-2020	Feature-dependent Cross-Connections in Multi-Path Neural Networks by Dumindu Tissera et al
06-23-2020	Joint Left Atrial Segmentation and Scar Quantification Based on a DNN with Spatial Encoding and Shape Attention by Lei Li et al
06-23-2020	Joint Detection and Multi-Object Tracking with Graph Neural Networks by Yongxin Wang et al
06-23-2020	Non-parametric spatially constrained local prior for scene parsing on real-world data by Ligang Zhang
06-24-2020	ATSO: Asynchronous Teacher-Student Optimizationfor Semi-Supervised Medical Image Segmentation by Xinyue Huo et al
06-23-2020	ObjectNav Revisited: On Evaluation of Embodied Agents Navigating to Objects by Dhruv Batra et al
06-26-2020	Computing Light Transport Gradients using the Adjoint Method by Jos Stam
06-26-2020	Designing and Learning Trainable Priors with Non-Cooperative Games by Bruno Lecouat et al
06-26-2020	An Automatic Reader of Identity Documents by Filippo Attivissimo et al
06-26-2020	ULSAM: Ultra-Lightweight Subspace Attention Module for Compact Convolutional Neural Networks by Rajat Saini et al
06-23-2020	GIFnets: Differentiable GIF Encoding Framework by Innfarn Yoo et al
06-24-2020	FBK-HUPBA Submission to the EPIC-Kitchens Action Recognition 2020 Challenge by Swathikiran Sudhakaran et al
06-23-2020	Towards Robust Sensor Fusion in Visual Perception by Shaojie Wang et al
06-26-2020	Expandable YOLO: 3D Object Detection from RGB-D Images by Masahiro Takahashi et al
06-23-2020	Discriminative Feature Alignment: Improving Transferability of Unsupervised Domain Adaptation by Gaussian-guided Latent Alignment by Jing Wang et al
06-24-2020	Towards Adversarial Planning for Indoor Scenes with Rotation by Xinhan Di et al
06-23-2020	Calibrated Adversarial Refinement for Multimodal Semantic Segmentation by Elias Kassapis et al
06-23-2020	PFGDF: Pruning Filter via Gaussian Distribution Feature for Deep Neural Networks Acceleration by Jianrong Xu et al
06-26-2020	Domain Contrast for Domain Adaptive Object Detection by Feng Liu et al
06-26-2020	Suggestive Annotation of Brain Tumour Images with Gradient-guided Sampling by Chengliang Dai et al
06-23-2020	Boundary Regularized Building Footprint Extraction From Satellite Images Using Deep Neural Network by Kang Zhao et al
06-25-2020	Perspective Plane Program Induction from a Single Image by Yikai Li et al
06-24-2020	Affinity Fusion Graph-based Framework for Natural Image Segmentation by Yang Zhang et al
06-25-2020	SPSG: Self-Supervised Photometric Scene Generation from RGB-D Scans by Angela Dai et al
06-24-2020	Road obstacles positional and dynamic features extraction combining object detection, stereo disparity maps and optical flow data by Thiago Rateke et al
06-25-2020	Unsupervised Video Decomposition using Spatio-temporal Iterative Inference by Polina Zablotskaia et al
06-24-2020	Learning for Video Compression with Recurrent Auto-Encoder and Recurrent Probability Model by Ren Yang et al
06-23-2020	Distilling Object Detectors with Task Adaptive Regularization by Ruoyu Sun et al
06-25-2020	Cascaded Convolutional Neural Networks with Perceptual Loss for Low Dose CT Denoising by Sepehr Ataei et al
06-25-2020	Self-Segregating and Coordinated-Segregating Transformer for Focused Deep Multi-Modular Network for Visual Question Answering by Chiranjib Sur
06-25-2020	Learning Data Augmentation with Online Bilevel Optimization for Image Classification by Saypraseuth Mounsaveng et al
06-24-2020	Defending against adversarial attacks on medical imaging AI system, classification or detection? by Xin Li et al
06-23-2020	Iris Presentation Attack Detection: Where Are We Now? by Aidan Boyd et al
06-24-2020	GMMLoc: Structure Consistent Visual Localization with Gaussian Mixture Models by Huaiyang Huang et al
06-26-2020	Cross-Ssupervised Object Detection by Zitian Chen et al
06-26-2020	Ensemble Transfer Learning for Emergency Landing Field Identification on Moderate Resource Heterogeneous Kubernetes Cluster by Andreas Klos et al
06-26-2020	An Interactive Data Visualization and Analytics Tool to Evaluate Mobility and Sociability Trends During COVID-19 by Fan Zuo et al
06-23-2020	Multi-view Drone-based Geo-localization via Style and Spatial Alignment by Siyi Hu et al
06-26-2020	Few-Shot Anomaly Detection for Polyp Frames from Colonoscopy by Yu Tian et al
06-26-2020	Person Re-identification by analyzing Dynamic Variations in Gait Sequences by Sandesh Bharadwaj et al
06-24-2020	Automatic Estimation of Self-Reported Pain by Interpretable Representations of Motion Dynamics by Benjamin Szczapa et al
06-24-2020	A Novel Approach for Correcting Multiple Discrete Rigid In-Plane Motions Artefacts in MRI Scans by Michael Rotman et al
06-25-2020	Fully Convolutional Open Set Segmentation by Hugo Oliveira et al
06-26-2020	SAR2SAR: a self-supervised despeckling algorithm for SAR images by Emanuele Dalsasso et al
06-23-2020	SLV: Spatial Likelihood Voting for Weakly Supervised Object Detection by Ze Chen et al
06-23-2020	Road surface detection and differentiation considering surface damages by Thiago Rateke et al
06-24-2020	Unifying Optimization Methods for Color Filter Design by Graham Finlayson et al
06-25-2020	CognitiveCNN: Mimicking Human Cognitive Models to resolve Texture-Shape Bias by Satyam Mohla et al
06-25-2020	Adaptive additive classification-based loss for deep metric learning by Istvan Fehervari et al
06-25-2020	Point Proposal Network for Reconstructing 3D Particle Positions with Sub-Pixel Precision in Liquid Argon Time Projection Chambers by Laura Dominé et al
06-23-2020	Applying Lie Groups Approaches for Rigid Registration of Point Clouds by Liliane Rodrigues de Almeida et al
06-25-2020	Meta Deformation Network: Meta Functionals for Shape Correspondence by Daohan Lu et al
06-25-2020	Lesion Mask-based Simultaneous Synthesis of Anatomic and MolecularMR Images using a GAN by Pengfei Guo et al
06-26-2020	Ricci Curvature Based Volumetric Segmentation of the Auditory Ossicles by Na Lei et al
06-25-2020	Blind Image Deconvolution using Students-t Prior with Overlapping Group Sparsity by In S. Jeon et al
06-26-2020	An Advert Creation System for 3D Product Placements by Ivan Bacher et al
06-23-2020	Benchmarking features from different radiomics toolkits / toolboxes using Image Biomarkers Standardization Initiative by Mingxi Lei et al
06-24-2020	Diffusion-Weighted Magnetic Resonance Brain Images Generation with Generative Adversarial Networks and Variational Autoencoders: A Comparison Study by Alejandro Ungría Hirte et al
06-25-2020	Investigating and Exploiting Image Resolution for Transfer Learning-based Skin Lesion Classification by Amirreza Mahbod et al
06-25-2020	Duodepth: Static Gesture Recognition Via Dual Depth Sensors by Ilya Chugunov et al
06-26-2020	Fast Multi-Level Foreground Estimation by Thomas Germer et al
06-23-2020	Probabilistic Crowd GAN: Multimodal Pedestrian Trajectory Prediction using a Graph Vehicle-Pedestrian Attention Network by Stuart Eiffert et al
06-24-2020	Modelling the Statistics of Cyclic Activities by Trajectory Analysis on the Manifold of Positive-Semi-Definite Matrices by Ettore Maria Celozzi et al
06-25-2020	Determining Image similarity with Quasi-Euclidean Metric by Vibhor Singh et al
06-25-2020	SASO: Joint 3D Semantic-Instance Segmentation via Multi-scale Semantic Association and Salient Point Clustering Optimization by Jingang Tan et al