2020.6.22 Vision papers

06-17-2020	Big Self-Supervised Models are Strong Semi-Supervised Learners by Ting Chen et al
06-17-2020	Noise or Signal: The Role of Image Backgrounds in Object Recognition by Kai Xiao et al
06-18-2020	Differentiable Augmentation for Data-Efficient GAN Training by Shengyu Zhao et al
06-16-2020	RL-CycleGAN: Reinforcement Learning Aware Simulation-To-Real by Kanishka Rao et al
06-17-2020	Implicit Neural Representations with Periodic Activation Functions by Vincent Sitzmann et al
06-16-2020	LiDARsim: Realistic LiDAR Simulation by Leveraging the Real World by Sivabalan Manivasagam et al
06-18-2020	Zero-Shot Learning with Common Sense Knowledge Graphs by Nihal V. Nayak et al
06-17-2020	Video Moment Localization using Object Evidence and Reverse Captioning by Madhawa Vidanapathirana et al
06-18-2020	Diverse Image Generation via Self-Conditioned GANs by Steven Liu et al
06-17-2020	Universal Lower-Bounds on Classification Error under Adversarial Attacks and Random Corruption by Elvis Dohmatob
06-16-2020	Building One-Shot Semi-supervised (BOSS) Learning up to Fully Supervised Performance by Leslie N. Smith et al
06-18-2020	Latent Video Transformer by Ruslan Rakhimov et al
06-18-2020	Spin-Weighted Spherical CNNs by Carlos Esteves et al
06-17-2020	High-Fidelity Generative Image Compression by Fabian Mentzer et al
06-17-2020	3D Shape Reconstruction from Free-Hand Sketches by Jiayun Wang et al
06-17-2020	BlazePose: On-device Real-time Body Pose tracking by Valentin Bazarevsky et al
06-16-2020	How Much Can I Trust You? -- Quantifying Uncertainties in Explaining Neural Networks by Kirill Bykov et al
06-18-2020	Automatic Speech Recognition Benchmark for Air-Traffic Communications by Juan Zuluaga-Gomez et al
06-18-2020	Shapeshifter Networks: Cross-layer Parameter Sharing for Scalable and Effective Deep Learning by Bryan A. Plummer et al
06-18-2020	Multi-Density Sketch-to-Image Translation Network by Jialu Huang et al
06-16-2020	Progressive Skeletonization: Trimming more fat from a network at initialization by Pau de Jorge et al
06-17-2020	Overcoming Statistical Shortcuts for Open-ended Visual Counting by Corentin Dancette et al
06-18-2020	Online Deep Clustering for Unsupervised Representation Learning by Xiaohang Zhan et al
06-18-2020	Learning High-Resolution Domain-Specific Representations with a GAN Generator by Danil Galeev et al
06-17-2020	HyNet: Local Descriptor with Hybrid Similarity Measure and Triplet Loss by Yurun Tian et al
06-18-2020	Dissecting Deep Networks into an Ensemble of Generative Classifiers for Robust Predictions by Lokender Tiwari et al
06-17-2020	LSD-C: Linearly Separable Deep Clusters by Sylvestre-Alvise Rebuffi et al
06-17-2020	Head2Head++: Deep Facial Attributes Re-Targeting by Michail Christos Doukas et al
06-17-2020	A Practical Online Method for Distributionally Deep Robust Optimization by Qi Qi et al
06-17-2020	Sequential Graph Convolutional Network for Active Learning by Razvan Caramalau et al
06-16-2020	Semantic Curiosity for Active Visual Learning by Devendra Singh Chaplot et al
06-19-2020	Attention Mesh: High-fidelity Face Mesh Prediction in Real-time by Ivan Grishchenko et al
06-16-2020	Real-time Universal Style Transfer on High-resolution Images via Zero-channel Pruning by Jie An et al
06-17-2020	XRayGAN: Consistency-preserving Generation of X-ray Images from Radiology Reports by Xingyi Yang et al
06-18-2020	Structure and Design of HoloGen by Peter J. Christopher et al
06-18-2020	SXL: Spatially explicit learning of geographic processes with auxiliary tasks by Konstantin Klemmer et al
06-16-2020	Mucko: Multi-Layer Cross-Modal Knowledge Reasoning for Fact-based Visual Question Answering by Zihao Zhu et al
06-17-2020	Self-Supervised Joint Learning Framework of Depth Estimation via Implicit Cues by Jianrong Wang et al
06-18-2020	Forward Prediction for Physical Reasoning by Rohit Girdhar et al
06-16-2020	Improved Techniques for Training Score-Based Generative Models by Yang Song et al
06-18-2020	Set Distribution Networks: a Generative Model for Sets of Images by Shuangfei Zhai et al
06-18-2020	Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains by Matthew Tancik et al
06-18-2020	Overcoming Classifier Imbalance for Long-tail Object Detection with Balanced Group Softmax by Yu Li et al
06-17-2020	Variational State-Space Models for Localisation and Dense 3D Mapping in 6 DoF by Atanas Mirchev et al
06-17-2020	Unsupervised Learning of Visual Features by Contrasting Cluster Assignments by Mathilde Caron et al
06-18-2020	Unsupervised out-of-distribution detection using kernel density estimation by Ertunc Erdil et al
06-17-2020	Semantic Visual Navigation by Watching YouTube Videos by Matthew Chang et al
06-17-2020	Progressively Unfreezing Perceptual GAN by Jinxuan Sun et al
06-18-2020	On the Robustness of Active Learning by Lukas Hahn et al
06-17-2020	MOSQUITO-NET: A deep learning based CADx system for malaria diagnosis along with model interpretation using GradCam and class activation maps by Aayush Kumar et al
06-17-2020	Deeply Learned Spectral Total Variation Decomposition by Tamara G. Grossmann et al
06-17-2020	MediaPipe Hands: On-device Real-time Hand Tracking by Fan Zhang et al
06-18-2020	Contrastive learning of global and local features for medical image segmentation with limited annotations by Krishna Chaitanya et al
06-18-2020	Joint Contrastive Learning for Unsupervised Domain Adaptation by Changhwa Park et al
06-16-2020	Gradient Amplification: An efficient way to train deep neural networks by Sunitha Basodi et al
06-18-2020	On the Predictability of Pruning Across Scales by Jonathan S. Rosenfeld et al
06-18-2020	SceneAdapt: Scene-based domain adaptation for semantic segmentation using adversarial learning by Daniele Di Mauro et al
06-17-2020	Vision-Aided Dynamic Blockage Prediction for 6G Wireless Communication Networks by Gouranga Charan et al
06-18-2020	Automated Radiological Report Generation For Chest X-Rays With Weakly-Supervised End-to-End Deep Learning by Shuai Zhang et al
06-18-2020	Neural Graphics Pipeline for Controllable Image Generation by Xuelin Chen et al
06-18-2020	SatImNet: Structured and Harmonised Training Data for Enhanced Satellite Imagery Classification by Vasileios Syrris et al
06-18-2020	A Review of 1D Convolutional Neural Networks toward Unknown Substance Identification in Portable Raman Spectrometer by M. Hamed Mozaffari et al
06-18-2020	Video Semantic Segmentation with Distortion-Aware Feature Correction by Jiafan Zhuang et al
06-16-2020	Structured and Localized Image Restoration by Thomas Eboli et al
06-17-2020	MetaSDF: Meta-learning Signed Distance Functions by Vincent Sitzmann et al
06-18-2020	Cyclic Differentiable Architecture Search by Hongyuan Yu et al
06-18-2020	Fully Test-time Adaptation by Entropy Minimization by Dequan Wang et al
06-17-2020	UV-Net: Learning from Curve-Networks and Solids by Pradeep Kumar Jayaraman et al
06-16-2020	Global Feature Aggregation for Accident Anticipation by Mishal Fatima et al
06-17-2020	Contrastive Learning for Weakly Supervised Phrase Grounding by Tanmay Gupta et al
06-18-2020	Cascaded Regression Tracking: Towards Online Hard Distractor Discrimination by Ning Wang et al
06-17-2020	Are you wearing a mask? Improving mask detection from speech using augmentation by cycle-consistent GANs by Nicolae-Cătălin Ristea et al
06-18-2020	Semi-Supervised Recognition under a Noisy and Fine-grained Dataset by Cheng Cui et al
06-16-2020	Noise2Inpaint: Learning Referenceless Denoising by Inpainting Unrolling by Burhaneddin Yaman et al
06-17-2020	Generating Fundus Fluorescence Angiography Images from Structure Fundus Images Using Generative Adversarial Networks by Wanyue Li et al
06-18-2020	Fourth-Order Anisotropic Diffusion for Inpainting and Image Compression by Ikram Jumakulyyev et al
06-16-2020	Multi-Precision Policy Enforced Training (MuPPET): A precision-switching strategy for quantised fixed-point training of CNNs by Aditya Rajagopal et al
06-17-2020	Adversarial Defense by Latent Style Transformations by Shuo Wang et al
06-19-2020	From Discrete to Continuous Convolution Layers by Assaf Shocher et al
06-17-2020	Probabilistic orientation estimation with matrix Fisher distributions by D. Mohlin et al
06-18-2020	Use of in-the-wild images for anomaly detection in face anti-spoofing by Latifah Abduh et al
06-17-2020	TearingNet: Point Cloud Autoencoder to Learn Topology-Friendly Representations by Jiahao Pang et al
06-17-2020	ChestX-Det10: Chest X-ray Dataset on Detection of Thoracic Abnormalities by Jingyu Liu et al
06-16-2020	AVLnet: Learning Audio-Visual Language Representations from Instructional Videos by Andrew Rouditchenko et al
06-18-2020	Ocean: Object-aware Anchor-free Tracking by Zhipeng Zhang et al
06-17-2020	Deep Network for Scatterer Distribution Estimation for Ultrasound Image Simulation by Lin Zhang et al
06-16-2020	Deep Learning based Segmentation of Fish in Noisy Forward Looking MBES Images by Jesper Haahr Christensen et al
06-17-2020	Burst Photography for Learning to Enhance Extremely Dark Images by Ahmet Serdar Karadeniz et al
06-16-2020	Domain Adaptation with Morphologic Segmentation by Jonathan Klein et al
06-17-2020	Using Wavelets and Spectral Methods to Study Patterns in Image-Classification Datasets by Roozbeh Yousefzadeh et al
06-18-2020	Deep Multitask Learning for Pervasive BMI Estimation and Identity Recognition in Smart Beds by Vandad Davoodnia et al
06-18-2020	Language Guided Networks for Cross-modal Moment Retrieval by Kun Liu et al
06-16-2020	Foreground-Background Imbalance Problem in Deep Object Detectors: A Review by Joya Chen et al
06-16-2020	Improved Deep Point Cloud Geometry Compression by Maurice Quach et al
06-17-2020	Optimizing Grouped Convolutions on Edge Devices by Perry Gibson et al
06-16-2020	Reconstruction of turbulent data with deep generative models for semantic inpainting from TURB-Rot database by M. Buzzicotti et al
06-16-2020	Plug-and-Play Anomaly Detection with Expectation Maximization Filtering by Muhammad Umar Karim Khan et al
06-16-2020	Learning Visual Commonsense for Robust Scene Graph Generation by Alireza Zareian et al
06-16-2020	Gradient Alignment in Deep Neural Networks by Suraj Srinivas et al
06-19-2020	Deep Learning-based Single Image Face Depth Data Enhancement by Torsten Schlett et al

06-16-2020	Learning the Redundancy-free Features for Generalized Zero-Shot Object Recognition by Zongyan Han et al
06-16-2020	Channel Relationship Prediction with Forget-Update Module for Few-shot Classification by Minglei Yuan et al
06-17-2020	StatAssist & GradBoost: A Study on Optimal INT8 Quantization-aware Training from Scratch by Taehoon Kim et al
06-19-2020	Poisson Learning: Graph Based Semi-Supervised Learning At Very Low Label Rates by Jeff Calder et al
06-16-2020	Learning About Objects by Learning to Interact with Them by Martin Lohmann et al
06-16-2020	Improving accuracy and speeding up Document Image Classification through parallel systems by Javier Ferrando et al
06-17-2020	Maximum Roaming Multi-Task Learning by Lucas Pascal et al
06-17-2020	Mitosis Detection Under Limited Annotation: A Joint Learning Approach by Pushpak Pati et al
06-17-2020	Neural Anisotropy Directions by Guillermo Ortiz-Jimenez et al
06-16-2020	Learning from Demonstration with Weakly Supervised Disentanglement by Yordan Hristov et al
06-17-2020	Learning Colour Representations of Search Queries by Paridhi Maheshwari et al
06-16-2020	Cross-Correlated Attention Networks for Person Re-Identification by Jieming Zhou et al
06-16-2020	UCSG-Net -- Unsupervised Discovering of Constructive Solid Geometry Tree by Kacper Kania et al
06-19-2020	Cross-denoising Network against Corrupted Labels in Medical Image Segmentation with Domain Shift by Qinming Zhang et al
06-16-2020	AlphaGAN: Fully Differentiable Architecture Search for Generative Adversarial Networks by Yuesong Tian et al
06-16-2020	MS-TCN++: Multi-Stage Temporal Convolutional Network for Action Segmentation by Shijie Li et al
06-17-2020	Revealing the Invisible with Model and Data Shrinking for Composite-database Micro-expression Recognition by Zhaoqiang Xia et al
06-16-2020	Visual Identification of Individual Holstein Friesian Cattle via Deep Metric Learning by William Andrew et al
06-19-2020	Frustratingly Simple Domain Generalization via Image Stylization by Nathan Somavarapu et al
06-17-2020	Self-Supervised Representation Learning for Visual Anomaly Detection by Rabia Ali et al
06-16-2020	Multi-Objective CNN Based Algorithm for SAR Despeckling by Sergio Vitale et al
06-18-2020	Understanding Anomaly Detection with Deep Invertible Networks through Hierarchies of Distributions and Features by Robin Tibor Schirrmeister et al
06-16-2020	DSDANet: Deep Siamese Domain Adaptation Convolutional Neural Network for Cross-domain Change Detection by Hongruixuan Chen et al
06-16-2020	Fine-Tuning DARTS for Image Classification by Muhammad Suhaib Tanveer et al
06-17-2020	Self-supervised Knowledge Distillation for Few-shot Learning by Jathushan Rajasegaran et al
06-17-2020	Evaluation of 3D CNN Semantic Mapping for Rover Navigation by Sebastiano Chiodini et al
06-16-2020	Deep Multimodal Transfer-Learned Regression in Data-Poor Domains by Levi McClenny et al
06-16-2020	Multi-Subspace Neural Network for Image Recognition by Chieh-Ning Fang et al
06-16-2020	End-to-End Real-time Catheter Segmentation with Optical Flow-Guided Warping during Endovascular Intervention by Anh Nguyen et al
06-18-2020	Hyperparameter Analysis for Image Captioning by Amish Patel et al
06-19-2020	Concatenated Attention Neural Network for Image Restoration by Tian YingJie et al
06-19-2020	Emotion Recognition on large video dataset based on Convolutional Feature Extractor and Recurrent Neural Network by Denis Rangulov et al
06-16-2020	A generalizable saliency map-based interpretation of model outcome by Shailja Thakur et al
06-16-2020	Unsupervised Pansharpening Based on Self-Attention Mechanism by Ying Qu et al
06-17-2020	Fast Object Classification and Meaningful Data Representation of Segmented Lidar Instances by Lukas Hahn et al
06-17-2020	A Real-time Action Representation with Temporal Encoding and Deep Compression by Kun Liu et al
06-17-2020	Shallow Feature Based Dense Attention Network for Crowd Counting by Yunqi Miao et al
06-16-2020	How Secure is Distributed Convolutional Neural Network on IoT Edge Devices? by Hawzhin Mohammed et al
06-17-2020	Sketch-Guided Scenery Image Outpainting by Yaxiong Wang et al
06-17-2020	Learning to Detect 3D Reflection Symmetry for Single-View Reconstruction by Yichao Zhou et al
06-19-2020	Unified Representation Learning for Efficient Medical Image Analysis by Ghada Zamzmi et al
06-19-2020	Deep Transformation-Invariant Clustering by Tom Monnier et al
06-16-2020	Visor: Privacy-Preserving Video Analytics as a Cloud Service by Rishabh Poddar et al
06-17-2020	WhoAmI: An Automatic Tool for Visual Recognition of Tiger and Leopard Individuals in the Wild by Rita Pucci et al
06-16-2020	A New Run-based Connected Component Labeling for Efficiently Analyzing and Processing Holes by Florian Lemaitre et al
06-16-2020	1st place solution for AVA-Kinetics Crossover in AcitivityNet Challenge 2020 by Siyu Chen et al
06-16-2020	Learning Sparse Masks for Efficient Image Super-Resolution by Longguang Wang et al
06-17-2020	CoSE: Compositional Stroke Embeddings by Emre Aksan et al
06-17-2020	LRPD: Long Range 3D Pedestrian Detection Leveraging Specific Strengths of LiDAR and RGB by Michael Fürst et al
06-16-2020	Two-Dimensional Non-Line-of-Sight Scene Estimation from a Single Edge Occluder by Sheila W. Seidel et al
06-16-2020	Explanation-based Weakly-supervised Learning of Visual Relations with Graph Networks by Federico Baldassarre et al
06-16-2020	Mining Label Distribution Drift in Unsupervised Domain Adaptation by Peizhao Li et al
06-18-2020	3D Pipe Network Reconstruction Based on Structure from Motion with Incremental Conic Shape Detection and Cylindrical Constraint by Sho kagami et al
06-19-2020	Wave Propagation of Visual Stimuli in Focus of Attention by Lapo Faggi et al
06-16-2020	On the Inference of Soft Biometrics from Typing Patterns Collected in a Multi-device Environment by Vishaal Udandarao et al
06-16-2020	On sparse connectivity, adversarial robustness, and a novel model of the artificial neuron by Sergey Bochkanov
06-17-2020	FISHING Net: Future Inference of Semantic Heatmaps In Grids by Noureldin Hendy et al
06-16-2020	Explorable Decoding of Compressed Images by Yuval Bahat et al
06-19-2020	Evaluation Of Hidden Markov Models Using Deep CNN Features In Isolated Sign Recognition by Anil Osman Tur et al
06-17-2020	When We First Met: Visual-Inertial Person Localization for Co-Robot Rendezvous by Xi Sun et al
06-17-2020	Universally Quantized Neural Compression by Eirikur Agustsson et al
06-16-2020	Cogradient Descent for Bilinear Optimization by Li'an Zhuo et al
06-18-2020	Model-Aware Regularization For Learning Approaches To Inverse Problems by Jaweria Amjad et al
06-19-2020	Lookahead Adversarial Semantic Segmentation by Hadi Jamali-Rad et al
06-16-2020	Intriguing generalization and simplicity of adversarially trained neural networks by Chirag Agarwal et al
06-16-2020	AcED: Accurate and Edge-consistent Monocular Depth Estimation by Kunal Swami et al
06-19-2020	Adaptive feature recombination and recalibration for semantic segmentation with Fully Convolutional Networks by Sergio Pereira et al
06-18-2020	Bootstrapping Complete The Look at Pinterest by Eileen Li et al
06-18-2020	Generative Patch Priors for Practical Compressive Image Recovery by Rushil Anirudh et al
06-17-2020	Intelligent Protection & Classification of Transients in Two-Core Symmetric Phase Angle Regulating Transformers by Pallav Kumar Bera et al
06-19-2020	Compositional Learning of Image-Text Query for Image Retrieval by Muhammad Umer Anwaar et al
06-16-2020	Visual Chirality by Zhiqiu Lin et al
06-16-2020	Interpretable multimodal fusion networks reveal mechanisms of brain cognition by Wenxing Hu et al
06-19-2020	Melanoma Diagnosis with Spatio-Temporal Feature Learning on Sequential Dermoscopic Images by Zhen Yu et al
06-19-2020	Keep Your AI-es on the Road: Tackling Distracted Driver Detection with Convolutional Neural Networks and Targetted Data Augmentation by Nikka Mofid et al
06-18-2020	Image classification in frequency domain with 2SReLU: a second harmonics superposition activation function by Thomio Watanabe et al
06-19-2020	Pupil Center Detection Approaches: A comparative analysis by Talía Vázquez Romaguera et al
06-19-2020	Center-based 3D Object Detection and Tracking by Tianwei Yin et al
06-18-2020	Shop The Look: Building a Large Scale Visual Shopping System at Pinterest by Raymond Shiau et al
06-18-2020	Recovering Petaflops in Contrastive Semi-Supervised Learning of Visual Representations by Mahmoud Assran et al
06-18-2020	DS6: Deformation-aware learning for small vessel segmentation with small, imperfectly labeled dataset by Soumick Chatterjee et al
06-19-2020	A machine learning-based method for estimating the number and orientations of major fascicles in diffusion-weighted magnetic resonance imaging by Davood Karimi et al
06-18-2020	Learning non-rigid surface reconstruction from spatio-temporal image patches by Matteo Pedone et al
06-16-2020	Lung Segmentation and Nodule Detection in Computed Tomography Scan using a Convolutional Neural Network Trained Adversarially using Turing Test Loss by Rakshith Sathish et al
06-19-2020	Consistency Guided Scene Flow Estimation by Yuhua Chen et al
06-18-2020	Deep Image Translation for Enhancing Simulated Ultrasound Images by Lin Zhang et al