2020.6.15 Vision papers

06-11-2020	VirTex: Learning Visual Representations from Textual Annotations by Karan Desai et al
06-09-2020	Pruning neural networks without any data by iteratively conserving synaptic flow by Hidenori Tanaka et al
06-10-2020	DivNoising: Diversity Denoising with Fully Convolutional Variational Autoencoders by Mangal Prakash et al
06-11-2020	Rethinking the Truly Unsupervised Image-to-Image Translation by Kyungjune Baek et al
06-10-2020	Stochastic Segmentation Networks: Modelling Spatially Correlated Aleatoric Uncertainty by Miguel Monteiro et al
06-10-2020	Autonomous Driving with Deep Learning: A Survey of State-of-Art Technologies by Yu Huang et al
06-10-2020	Dance Revolution: Long Sequence Dance Generation with Music via Curriculum Learning by Ruozi Huang et al
06-11-2020	Disentangled Non-Local Neural Networks by Minghao Yin et al
06-10-2020	Deterministic Gaussian Averaged Neural Networks by Ryan Campbell et al
06-11-2020	Telling Left from Right: Learning Spatial Correspondence of Sight and Sound by Karren Yang et al
06-11-2020	Large-Scale Adversarial Training for Vision-and-Language Representation Learning by Zhe Gan et al
06-11-2020	A Deep Learning Framework for Recognizing both Static and Dynamic Gestures by Osama Mazhar et al
06-11-2020	Exploring Weaknesses of VQA Models through Attribution Driven Insights by Shaunak Halbe
06-10-2020	Revisiting visual-inertial structure from motion for odometry and SLAM initialization by Georgios Evangelidis et al
06-12-2020	Are we done with ImageNet? by Lucas Beyer et al
06-11-2020	Closed Loop Neural-Symbolic Learning via Integrating Neural Perception, Grammar Parsing, and Symbolic Reasoning by Qing Li et al
06-11-2020	JIT-Masker: Efficient Online Distillation for Background Matting by Jo Chuang et al
06-11-2020	Fall Detector Adapted to Nursing Home Needs through an Optical-Flow based CNN by Alexy Carlier et al
06-09-2020	Towards an Intrinsic Definition of Robustness for a Classifier by Théo Giraudon et al
06-09-2020	Super-resolution Variational Auto-Encoders by Ioannis Gatopoulos et al
06-09-2020	Single Image Deraining via Scale-space Invariant Attention Neural Network by Bo Pang et al
06-10-2020	Towards Robust Fine-grained Recognition by Maximal Separation of Discriminative Features by Krishna Kanth Nakka et al
06-11-2020	Unsupervised Learning of 3D Point Set Registration by Lingjing Wang et al
06-09-2020	Roses Are Red, Violets Are Blue... but Should Vqa Expect Them To? by Corentin Kervadec et al
06-11-2020	Protecting Against Image Translation Deepfakes by Leaking Universal Perturbations from Black-Box Neural Networks by Nataniel Ruiz et al
06-11-2020	Interpretable Visualizations with Differentiating Embedding Networks by Isaac Robinson
06-11-2020	Real-Time Video Inference on Edge Devices via Adaptive Model Streaming by Mehrdad Khani et al
06-10-2020	Joint Training of Variational Auto-Encoder and Latent Energy-Based Model by Tian Han et al
06-11-2020	TensorFlow with user friendly Graphical Framework for object detection API by Heemoon Yoon et al
06-10-2020	Kalman Filter Based Multiple Person Head Tracking by Mohib Ullah et al
06-11-2020	Interpreting CNN for Low Complexity Learned Sub-pixel Motion Compensation in Video Coding by Luka Murn et al
06-10-2020	Delta Descriptors: Change-Based Place Representation for Robust Visual Localization by Sourav Garg et al
06-11-2020	Privacy-Preserving Visual Feature Descriptors through Adversarial Affine Subspace Embedding by Mihai Dusmanu et al
06-11-2020	Improving Deep Metric Learning with Virtual Classes and Examples Mining by Pierre Jacob et al
06-11-2020	Adversarial Attack Vulnerability of Medical Image Analysis Systems: Unexplored Factors by Suzanne C. Wetstein et al
06-10-2020	TubeTK: Adopting Tubes to Track Multi-Object in a One-Step Training Model by Bo Pang et al
06-11-2020	Convolutional neural networks compression with low rank and sparse tensor decompositions by Pavel Kaloshin
06-11-2020	MatchGAN: A Self-Supervised Semi-Supervised Conditional Generative Adversarial Network by Jiaze Sun et al
06-11-2020	An Edge Information and Mask Shrinking Based Image Inpainting Approach by Huali Xu et al
06-09-2020	A t-distribution based operator for enhancing out of distribution robustness of neural network classifiers by Niccolò Antonello et al
06-11-2020	W-net: Simultaneous segmentation of multi-anatomical retinal structures using a multi-task deep neural network by Hongwei Zhao et al
06-11-2020	DSU-net: Dense SegU-net for automatic head-and-neck tumor segmentation in MR images by Pin Tang et al
06-12-2020	Residual Force Control for Agile Human Behavior Imitation and Extended Motion Synthesis by Ye Yuan et al
06-11-2020	What makes instance discrimination good for transfer learning? by Nanxuan Zhao et al
06-10-2020	Image Deconvolution via Noise-Tolerant Self-Supervised Inversion by Hirofumi Kobayashi et al
06-11-2020	Understanding Human Hands in Contact at Internet Scale by Dandan Shan et al
06-09-2020	Neuroevolution in Deep Neural Networks: Current Trends and Future Challenges by Edgar Galván et al
06-11-2020	Hypernetwork-Based Augmentation by Chih-Yang Chen et al
06-11-2020	CoMIR: Contrastive Multimodal Image Representation for Registration by Nicolas Pielawski et al
06-10-2020	Fully-automated deep learning slice-based muscle estimation from CT images for sarcopenia assessment by Fahdi Kanavati et al
06-11-2020	Quasi-Dense Instance Similarity Learning by Jiangmiao Pang et al
06-11-2020	Spectral Image Segmentation with Global Appearance Modeling by Jeova F. S. Rocha Neto et al
06-11-2020	Transferring and Regularizing Prediction for Semantic Segmentation by Yiheng Zhang et al
06-11-2020	Learning a Unified Sample Weighting Network for Object Detection by Qi Cai et al
06-10-2020	Continual Learning for Affective Computing by Nikhil Churamani
06-10-2020	MOMS with Events: Multi-Object Motion Segmentation With Monocular Event Cameras by Chethan M. Parameshwara et al
06-11-2020	Minimum Potential Energy of Point Cloud for Robust Global Registration by Zijie Wu et al
06-11-2020	RTEX: A novel methodology for Ranking, Tagging, and Explanatory diagnostic captioning of radiography exams by Vasiliki Kougia et al
06-11-2020	A Primer on Large Intelligent Surface (LIS) for Wireless Sensing in an Industrial Setting by Cristian J. Vaca-Rubio et al
06-11-2020	Exploring Category-Agnostic Clusters for Open-Set Domain Adaptation by Yingwei Pan et al
06-11-2020	Privacy-Aware Activity Classification from First Person Office Videos by Partho Ghosh et al
06-10-2020	Map3D: Registration Based Multi-Object Tracking on 3D Serial Whole Slide Images by Ruining Deng et al
06-11-2020	Fast Coherent Point Drift by Xiang-Wei Feng et al
06-11-2020	CLEval: Character-Level Evaluation for Text Detection and Recognition Tasks by Youngmin Baek et al
06-09-2020	Physically constrained short-term vehicle trajectory forecasting with naive semantic maps by Albert Dulian et al
06-09-2020	Deep Visual Reasoning: Learning to Predict Action Sequences for Task and Motion Planning from an Initial Scene Image by Danny Driess et al
06-11-2020	Morphing Attack Detection -- Database, Evaluation Platform and Benchmarking by Kiran Raja et al
06-11-2020	Robust Multi-object Matching via Iterative Reweighting of the Graph Connection Laplacian by Yunpeng Shi et al
06-11-2020	Potential Field Guided Actor-Critic Reinforcement Learning by Weiya Ren
06-09-2020	MeshWalker: Deep Mesh Understanding by Random Walks by Alon Lahav et al
06-09-2020	Towards Good Practices for Data Augmentation in GAN Training by Ngoc-Trung Tran et al
06-09-2020	Dialog Policy Learning for Joint Clarification and Active Learning Queries by Aishwarya Padmakumar et al
06-11-2020	Training Generative Adversarial Networks with Limited Data by Tero Karras et al
06-09-2020	mEBAL: A Multimodal Database for Eye Blink Detection and Attention Level Estimation by Roberto Daza et al
06-10-2020	Applying Deep-Learning-Based Computer Vision to Wireless Communications: Methodologies, Opportunities, and Challenges by Yu Tian et al
06-11-2020	Automated Identification of Thoracic Pathology from Chest Radiographs with Enhanced Training Pipeline by Adora M. DSouza et al
06-12-2020	HMIC: Hierarchical Medical Image Classification, A Deep Learning Approach by Kamran Kowsari et al
06-09-2020	Learning Shared Filter Bases for Efficient ConvNets by Daeyeon Kim et al
06-09-2020	Standardised convolutional filtering for radiomics by Adrien Depeursinge et al
06-09-2020	Over-crowdedness Alert! Forecasting the Future Crowd Distribution by Yuzhen Niu et al
06-10-2020	Dataset Condensation with Gradient Matching by Bo Zhao et al
06-12-2020	Move-to-Data: A new Continual Learning approach with Deep CNNs, Application for image-class recognition by Miltiadis Poursanidis et al
06-10-2020	Rendering Natural Camera Bokeh Effect with Deep Learning by Andrey Ignatov et al
06-11-2020	Rethinking Pre-training and Self-training by Barret Zoph et al
06-12-2020	Sparse and Continuous Attention Mechanisms by André F. T. Martins et al
06-09-2020	D-VPnet: A Network for Real-time Dominant Vanishing Point Detection in Natural Scenes by Yin-Bo Liu et al
06-09-2020	SAL++: Sign Agnostic Learning with Derivatives by Matan Atzmon et al
06-09-2020	Deep Learning for Change Detection in Remote Sensing Images: Comprehensive Review and Meta-Analysis by Lazhar Khelifi et al
06-12-2020	CPR: Classifier-Projection Regularization for Continual Learning by Sungmin Cha et al
06-11-2020	Online Sequential Extreme Learning Machines: Features Combined From Hundreds of Midlayers by Chandra Swarathesh Addanki
06-10-2020	Estimating semantic structure for the VQA answer space by Corentin Kervadec et al
06-12-2020	Towards Robust Pattern Recognition: A Review by Xu-Yao Zhang et al
06-12-2020	Non-Negative Bregman Divergence Minimization for Deep Direct Density Ratio Estimation by Masahiro Kato et al
06-09-2020	SEKD: Self-Evolving Keypoint Detection and Description by Yafei Song et al
06-12-2020	Multi Layer Neural Networks as Replacement for Pooling Operations by Wolfgang Fuhl et al
06-09-2020	A Survey on Generative Adversarial Networks: Variants, Applications, and Training by Abdul Jabbar et al
06-11-2020	Data Driven Prediction Architecture for Autonomous Driving and its Application on Apollo Platform by Kecheng Xu et al
06-12-2020	Background Modeling via Uncertainty Estimation for Weakly-supervised Action Localization by Pilhyeon Lee et al
06-09-2020	GAP++: Learning to generate target-conditioned adversarial examples by Xiaofeng Mao et al
06-09-2020	Smooth Proxy-Anchor Loss for Noisy Metric Learning by Carlos Roig et al
06-09-2020	Breaking the Limits of Remote Sensing by Simulation and Deep Learning for Flood and Debris Flow Mapping by Naoto Yokoya et al
06-09-2020	Multi-spectral Facial Landmark Detection by Jin Keong et al
06-11-2020	Multigrid-in-Channels Architectures for Wide Convolutional Neural Networks by Jonathan Ephrath et al
06-11-2020	Iterate & Cluster: Iterative Semi-Supervised Action Recognition by Jingyuan Li et al
06-11-2020	LSSL: Longitudinal Self-Supervised Learning by Qingyu Zhao et al
06-12-2020	Does Unsupervised Architecture Representation Learning Help Neural Architecture Search? by Shen Yan et al
06-12-2020	GNN3DMOT: Graph Neural Network for 3D Multi-Object Tracking with Multi-Feature Learning by Xinshuo Weng et al
06-10-2020	Embedding Task Knowledge into 3D Neural Networks via Self-supervised Learning by Jiuwen Zhu et al
06-09-2020	Rethinking Localization Map: Towards Accurate Object Perception with Self-Enhancement Maps by Xiaolin Zhang et al
06-12-2020	Early Detection of Retinopathy of Prematurity (ROP) in Retinal Fundus Images Via Convolutional Neural Networks by Xin Guo et al
06-11-2020	On Improving Temporal Consistency for Online Face Liveness Detection by Xiang Xu et al
06-09-2020	Detection of Makeup Presentation Attacks based on Deep Face Representations by Christian Rathgeb et al
06-12-2020	The eyes know it: FakeET -- An Eye-tracking Database to Understand Deepfake Perception by Parul Gupta et al
06-12-2020	Local-Area-Learning Network: Meaningful Local Areas for Efficient Point Cloud Analysis by Qendrim Bytyqi et al
06-09-2020	Stereo RGB and Deeper LIDAR Based Network for 3D Object Detection by Qingdong He et al
06-09-2020	Syn2Real Transfer Learning for Image Deraining using Gaussian Processes by Rajeev Yasarla Vishwanath A. Sindagi Vishal M. Patel
06-10-2020	Combining the band-limited parameterization and Semi-Lagrangian Runge--Kutta integration for efficient PDE-constrained LDDMM by Monica Hernandez
06-09-2020	Orientation Attentive Robot Grasp Synthesis by Nikolaos Gkanatsios et al
06-10-2020	A systematic review on the role of artificial intelligence in sonographic diagnosis of thyroid cancer: Past, present and future by Fatemeh Abdolali et al

06-10-2020	Enabling Nonlinear Manifold Projection Reduced-Order Models by Extending Convolutional Neural Networks to Unstructured Data by John Tencer et al
06-10-2020	Deep Learning with Attention Mechanism for Predicting Driver Intention at Intersection by Abenezer Girma et al
06-10-2020	3D Human Mesh Regression with Dense Correspondence by Wang Zeng et al
06-11-2020	Diagnosis and Analysis of Celiac Disease and Environmental Enteropathy on Biopsy Images using Deep Learning Approaches by Kamran Kowsari
06-10-2020	Searching Learning Strategy with Reinforcement Learning for 3D Medical Image Segmentation by Dong Yang et al
06-10-2020	Unique Faces Recognition in Videos by Jiahao Huo et al
06-09-2020	A survey on deep hashing for image retrieval by Xiaopeng Zhang
06-12-2020	Rethinking Sampling in 3D Point Cloud Generative Adversarial Networks by He Wang et al
06-09-2020	PNL: Efficient Long-Range Dependencies Extraction with Pyramid Non-Local Module for Action Recognition by Yuecong Xu et al
06-12-2020	Quantum Robust Fitting by Tat-Jun Chin et al
06-12-2020	Pitfalls of the Gram Loss for Neural Texture Synthesis in Light of Deep Feature Histograms by Eric Heitz et al
06-11-2020	Reintroducing Straight-Through Estimators as Principled Methods for Stochastic Binary Networks by Viktor Yanush et al
06-11-2020	SemifreddoNets: Partially Frozen Neural Networks for Efficient Computer Vision Systems by Leo F Isikdogan et al
06-09-2020	Deep Learning-based Aerial Image Segmentation with Open Data for Disaster Impact Assessment by Ananya Gupta et al
06-12-2020	Knowledge Distillation Meets Self-Supervision by Guodong Xu et al
06-12-2020	Branch-Cooperative OSNet for Person Re-Identification by Lei Zhang et al
06-10-2020	Object Detection in the DCT Domain: is Luminance the Solution? by Benjamin Deguerre et al
06-10-2020	To Regularize or Not To Regularize? The Bias Variance Trade-off in Regularized AEs by Arnab Kumar Mondal et al
06-10-2020	Scalable Backdoor Detection in Neural Networks by Haripriya Harikumar et al
06-09-2020	What takes the brain so long: Object recognition at the level of minimal images develops for up to seconds of presentation time by Hanna Benoni et al
06-09-2020	A Note on Deepfake Detection with Low-Resources by Piotr Kawa et al
06-11-2020	Deep Convolutional Likelihood Particle Filter for Visual Tracking by Reza Jalil Mozhdehi et al
06-09-2020	Dual-level Semantic Transfer Deep Hashing for Efficient Social Image Retrieval by Lei Zhu et al
06-10-2020	Diagnosing Rarity in Human-Object Interaction Detection by Mert Kilickaya et al
06-12-2020	ESAD: Endoscopic Surgeon Action Detection Dataset by Vivek Singh Bawa et al
06-11-2020	One Ring to Rule Them All: Certifiably Robust Geometric Perception with Outliers by Heng Yang et al
06-09-2020	Condensing Two-stage Detection with Automatic Object Key Part Discovery by Zhe Chen et al
06-12-2020	Unmasking the Inductive Biases of Unsupervised Object Representations for Video Sequences by Marissa A. Weis et al
06-10-2020	Simple and effective localized attribute representations for zero-shot learning by Shiqi Yang et al
06-11-2020	An Unsupervised Information-Theoretic Perceptual Quality Metric by Sangnie Bhardwaj et al
06-10-2020	DisCont: Self-Supervised Visual Attribute Disentanglement using Context Vectors by Sarthak Bhagat et al
06-10-2020	MultiResolution Attention Extractor for Small Object Detection by Fan Zhang et al
06-11-2020	SegNBDT: Visual Decision Rules for Segmentation by Alvin Wan et al
06-11-2020	Feudal Steering: Hierarchical Learning for Steering Angle Prediction by Faith Johnson et al
06-09-2020	Open-Narrow-Synechiae Anterior Chamber Angle Classification in AS-OCT Sequences by Huaying Hao et al
06-10-2020	Speech Fusion to Face: Bridging the Gap Between Humans Vocal Characteristics and Facial Imaging by Yeqi Bai et al
06-09-2020	Reconstruction and Quantification of 3D Iris Surface for Angle-Closure Glaucoma Detection in Anterior Segment OCT by Jinkui Hao et al
06-12-2020	FedGAN: Federated Generative AdversarialNetworks for Distributed Data by Mohammad Rasouli et al
06-12-2020	Attribute analysis with synthetic dataset for person re-identification by Suncheng Xiang et al
06-09-2020	A gaze driven fast-forward method for first-person videos by Alan Carvalho Neves et al
06-09-2020	Automated Design Space Exploration for optimised Deployment of DNN on Arm Cortex-A CPUs by Miguel de Prado et al
06-09-2020	A Hybrid Framework for Matching Printing Design Files to Product Photos by Alper Kaplan et al
06-12-2020	Video Understanding as Machine Translation by Bruno Korbar et al
06-09-2020	Neural Network Activation Quantization with Bitwise Information Bottlenecks by Xichuan Zhou et al
06-09-2020	ComboNet: Combined 2D & 3D Architecture for Aorta Segmentation by Orhan Akal et al
06-10-2020	H3DNet: 3D Object Detection Using Hybrid Geometric Primitives by Zaiwei Zhang et al
06-09-2020	MVLidarNet: Real-Time Multi-Class Scene Understanding for Autonomous Driving Using Multiple Views by Ke Chen et al
06-09-2020	A Deep Learning-Based Method for Automatic Segmentation of Proximal Femur from Quantitative Computed Tomography Images by Chen Zhao et al
06-12-2020	A Face Preprocessing Approach for Improved DeepFake Detection by Polychronis Charitidis et al
06-09-2020	Dual-stream Maximum Self-attention Multi-instance Learning by Bin Li et al
06-11-2020	Gaze estimation problem tackled through synthetic images by Gonzalo Garde et al
06-12-2020	Robust Baggage Detection and Classification Based on Local Tri-directional Pattern by Shahbano et al
06-09-2020	A Review of Automatically Diagnosing COVID-19 based on Scanning Image by Delong Chen et al
06-11-2020	COVID-19-CT-CXR: a freely accessible and weakly labeled chest X-ray and CT image collection on COVID-19 from biomedical literature by Yifan Peng et al
06-10-2020	WasteNet: Waste Classification at the Edge for Smart Bins by Gary White et al
06-09-2020	CNN-Based Semantic Change Detection in Satellite Imagery by Ananya Gupta et al
06-10-2020	Real-time single image depth perception in the wild with handheld devices by Filippo Aleotti et al
06-10-2020	Separable Four Points Fundamental Matrix by Gil Ben-Artzi
06-10-2020	Recent Advances in 3D Object and Hand Pose Estimation by Vincent Lepetit
06-11-2020	Attentive WaveBlock: Complementarity-enhanced Mutual Networks for Unsupervised Domain Adaptation in Person Re-identification by Wenhao Wang et al
06-10-2020	Geometry-Aware Segmentation of Remote Sensing Images via implicit height estimation by Xiang Li et al
06-11-2020	PRGFlow: Benchmarking SWAP-Aware Unified Deep Visual Inertial Odometry by Nitin J. Sanket et al
06-09-2020	Tree Annotations in LiDAR Data Using Point Densities and Convolutional Neural Networks by Ananya Gupta et al
06-11-2020	On Improving the Generalization of Face Recognition in the Presence of Occlusions by Xiang Xu et al
06-12-2020	Multiple-Vehicle Tracking in the Highway Using Appearance Model and Visual Object Tracking by Fateme Bafghi et al
06-09-2020	Supervised Learning of Sparsity-Promoting Regularizers for Denoising by Michael T. McCann et al
06-10-2020	Agrupamento de Pixels para o Reconhecimento de Faces by Tiago Buarque Assunção de Carvalho
06-10-2020	Image Enhancement and Object Recognition for Night Vision Surveillance by Aashish Bhandari et al
06-09-2020	Off-the-shelf sensor vs. experimental radar -- How much resolution is necessary in automotive radar classification? by Nicolas Scheiner et al
06-09-2020	DcardNet: Diabetic Retinopathy Classification at Multiple Depths Based on Structural and Angiographic Optical Coherence Tomography by Pengxiao Zang et al
06-11-2020	SLIC-UAV: A Method for monitoring recovery in tropical restoration projects through identification of signature species using UAVs by Jonathan Williams et al
06-09-2020	Resolution-Enhanced MRI-Guided Navigation of Spinal Cellular Injection Robot by Daniel Enrique Martinez et al
06-09-2020	3D Point Cloud Feature Explanations Using Gradient-Based Methods by Ananya Gupta et al
06-09-2020	Can artificial intelligence (AI) be used to accurately detect tuberculosis (TB) from chest x-ray? A multiplatform evaluation of five AI products used for TB screening in a high TB-burden setting by Zhi Zhen Qin et al