2020.7.6 Vision papers

07-01-2020	Causal Discovery in Physical Systems from Videos by Yunzhu Li et al
07-01-2020	Object Goal Navigation using Goal-Oriented Semantic Exploration by Devendra Singh Chaplot et al
06-30-2020	Deep Isometric Learning for Visual Recognition by Haozhi Qi et al
06-30-2020	Similarity Search for Efficient Active Learning and Search of Rare Concepts by Cody Coleman et al
07-01-2020	Swapping Autoencoder for Deep Image Manipulation by Taesung Park et al
07-02-2020	Deep Single Image Manipulation by Yael Vinker et al
06-30-2020	Deep Geometric Texture Synthesis by Amir Hertz et al
07-02-2020	ReXNet: Diminishing Representational Bottleneck on Convolutional Neural Network by Dongyoon Han et al
06-30-2020	PriorGAN: Real Data Prior for Generative Adversarial Nets by Shuyang Gu et al
07-02-2020	Hardware Acceleration of Sparse and Irregular Tensor Computations of ML Models: A Survey and Insights by Shail Dave et al
06-30-2020	FathomNet: An underwater image training database for ocean exploration and discovery by Océane Boulais et al
07-01-2020	Adversarial Example Games by Avishek Joey Bose et al
07-02-2020	The Impact of Explanations on AI Competency Prediction in VQA by Kamran Alipour et al
07-01-2020	Learning Surrogates via Deep Embedding by Yash Patel et al
07-02-2020	An encoder-decoder-based method for COVID-19 lung infection segmentation by Omar Elharrouss et al
07-02-2020	ACFD: Asymmetric Cartoon Face Detector by Bin Zhang et al
07-02-2020	PerceptionGAN: Real-world Image Construction from Provided Text through Perceptual Understanding by Kanish Garg et al
07-01-2020	Surface Denoising based on Normal Filtering in a Robust Statistics Framework by Sunil Kumar Yadav et al
07-01-2020	Rapid tissue oxygenation mapping from snapshot structured-light images with adversarial deep learning by Mason T. Chen et al
07-02-2020	A Brief Review of Deep Multi-task Learning and Auxiliary Task Learning by Partoo Vafaeikia et al
07-02-2020	Spot the conversation: speaker diarisation in the wild by Joon Son Chung et al
07-01-2020	Deep learning-based holographic polarization microscopy by Tairan Liu et al
07-01-2020	Weakly-Supervised Segmentation for Disease Localization in Chest X-Ray Images by Ostap Viniavskyi et al
07-02-2020	MPLP: Learning a Message Passing Learning Protocol by Ettore Randazzo et al
06-30-2020	Early-Learning Regularization Prevents Memorization of Noisy Labels by Sheng Liu et al
07-02-2020	RELATE: Physically Plausible Multi-Object Scene Synthesis Using Structured Latent Spaces by Sebastien Ehrhardt et al
06-30-2020	Is Robustness To Transformations Driven by Invariant Neural Representations? by Syed Suleman Abbas Zaidi et al
06-30-2020	Image-level Harmonization of Multi-Site Data using Image-and-Spatial Transformer Networks by R. Robinson et al
07-02-2020	Curriculum Manager for Source Selection in Multi-Source Domain Adaptation by Luyu Yang et al
07-02-2020	Not All Unlabeled Data are Equal: Learning to Weight Data in Semi-supervised Learning by Zhongzheng Ren et al
07-02-2020	Iterative Bounding Box Annotation for Object Detection by Bishwo Adhikari et al
07-03-2020	Self-Supervised GAN Compression by Chong Yu et al
07-02-2020	Are there any object detectors in the hidden layers of CNNs trained to identify objects or scenes? by Ella M. Gale et al
06-30-2020	Rethinking CNN-Based Pansharpening: Guided Colorization of Panchromatic Images via GANs by Furkan Ozcelik et al
07-01-2020	Low-light Environment Neural Surveillance by Michael Potter et al
07-02-2020	A Novel DNN Training Framework via Data Sampling and Multi-Task Optimization by Boyu Zhang et al
07-01-2020	Uncertainty-Guided Efficient Interactive Refinement of Fetal Brain Segmentation from Stacks of MRI Slices by Guotai Wang et al
06-30-2020	Quantitative Evaluation of Endoscopic SLAM Methods: EndoSLAM Dataset by Kutsev Bengisu Ozyoruk et al
07-02-2020	A deep primal-dual proximal network for image restoration by Mingyuan Jiu et al
07-01-2020	Self-supervised Deep Reconstruction of Mixed Strip-shredded Text Documents by Thiago M. Paixão et al
07-02-2020	Spectral-Spatial Recurrent-Convolutional Networks for In-Vivo Hyperspectral Tumor Type Classification by Marcel Bengs et al
07-02-2020	Globally Optimal Segmentation of Mutually Interacting Surfaces using Deep Learning by Hui Xie et al
07-01-2020	TiledSoilingNet: Tile-level Soiling Detection on Automotive Surround-view Cameras Using Coverage Metric by Arindam Das et al
07-02-2020	A Closer Look at Local Aggregation Operators in Point Cloud Analysis by Ze Liu et al
07-01-2020	Understanding Road Layout from Videos as a Whole by Buyu Liu et al
07-02-2020	JUMPS: Joints Upsampling Method for Pose Sequences by Lucas Mourot et al
07-01-2020	ConFoc: Content-Focus Protection Against Trojan Attacks on Neural Networks by Miguel Villarreal-Vasquez et al
07-02-2020	Mining and Tailings Dam Detection In Satellite Imagery Using Deep Learning by Remis Balaniuk et al
07-02-2020	PGD-UNet: A Position-Guided Deformable Network for Simultaneous Segmentation of Organs and Tumors by Ziqiang Li et al
06-30-2020	BitMix: Data Augmentation for Image Steganalysis by In-Jae Yu et al
07-02-2020	Image Processing and Quality Control for Abdominal Magnetic Resonance Imaging in the UK Biobank by Nicolas Basty et al
07-01-2020	Query-Free Adversarial Transfer via Undertrained Surrogates by Chris Miller et al
07-03-2020	Collaborative Learning for Faster StyleGAN Embedding by Shanyan Guan et al
07-02-2020	4D Spatio-Temporal Convolutional Networks for Object Position Estimation in OCT Volumes by Marcel Bengs et al
07-01-2020	Group Ensemble: Learning an Ensemble of ConvNets in a single ConvNet by Hao Chen et al
07-02-2020	Estimating Blink Probability for Highlight Detection in Figure Skating Videos by Tamami Nakano et al
07-01-2020	Age-Oriented Face Synthesis with Conditional Discriminator Pool and Adversarial Triplet Loss by Haoyi Wang et al
07-02-2020	Scene Graph Reasoning for Visual Question Answering by Marcel Hildebrandt et al
07-02-2020	Attention-Oriented Action Recognition for Real-Time Human-Robot Interaction by Ziyang Song et al
06-30-2020	Boosting Deep Neural Networks with Geometrical Prior Knowledge: A Survey by Matthias Rath et al
07-01-2020	Student-Teacher Curriculum Learning via Reinforcement Learning: Predicting Hospital Inpatient Admission Location by Rasheed el-Bouri et al
07-02-2020	Noticing Motion Patterns: Temporal CNN with a Novel Convolution Operator for Human Trajectory Prediction by Dapeng Zhao et al
07-01-2020	Learning Geocentric Object Pose in Oblique Monocular Images by Gordon Christie et al
07-01-2020	Virtual Testbed for Monocular Visual Navigation of Small Unmanned Aircraft Systems by Kyung Kim et al
07-02-2020	Weakly Supervised Segmentation with Multi-scale Adversarial Attention Gates by Gabriele Valvano et al
06-30-2020	ERNIE-ViL: Knowledge Enhanced Vision-Language Representations Through Scene Graph by Fei Yu et al
07-02-2020	Image Analysis Based on Nonnegative/Binary Matrix Factorization by Hinako Asaoka et al
07-01-2020	Robust navigation with tinyML for autonomous mini-vehicles by Miguel de Prado et al
06-30-2020	Actionable Attribution Maps for Scientific Machine Learning by Shusen Liu et al
06-30-2020	Deep Feature Space: A Geometrical Perspective by Ioannis Kansizoglou et al
06-30-2020	Self-Supervised Learning of a Biologically-Inspired Visual Texture Model by Nikhil Parthasarathy et al
07-02-2020	Persistent Neurons by Yimeng Min
06-30-2020	Beyond accuracy: quantifying trial-by-trial behaviour of CNNs and humans by measuring error consistency by Robert Geirhos et al
07-01-2020	Multimodal Text Style Transfer for Outdoor Vision-and-Language Navigation by Wanrong Zhu et al
06-30-2020	Deep Learning for Vision-based Prediction: A Survey by Amir Rasouli
06-30-2020	Classification Confidence Estimation with Test-Time Data-Augmentation by Yuval Bahat et al
07-02-2020	Globally Optimal Surface Segmentation using Deep Learning with Learnable Smoothness Priors by Leixin Zhou et al
07-02-2020	Learning ordered pooling weights in image classification by J. I. Forcen et al
07-02-2020	RGB-D-based Framework to Acquire, Visualize and Measure the Human Body for Dietetic Treatments by Andrés Fuster-Guilló et al
07-01-2020	The IKEA ASM Dataset: Understanding People Assembling Furniture through Actions, Objects and Pose by Yizhak Ben-Shabat et al
06-30-2020	A Simple Domain Shifting Networkfor Generating Low Quality Images by Guruprasad Hegde et al
06-30-2020	Modality-Agnostic Attention Fusion for visual search with text feedback by Eric Dodds et al
07-01-2020	Future Urban Scenes Generation Through Vehicles Synthesis by Alessandro Simoni et al
06-30-2020	Needle tip force estimation by deep learning from raw spectral OCT data by M. Gromniak et al
06-30-2020	You Only Look Yourself: Unsupervised and Untrained Single Image Dehazing Neural Network by Boyun Li et al
07-03-2020	Self-supervised Neural Architecture Search by Sapir Kaplan et al
07-02-2020	Automatic Page Segmentation Without Decompressing the Run-Length Compressed Text Documents by Mohammed Javed et al
06-30-2020	A Framework for Learning Invariant Physical Relations in Multimodal Sensory Processing by Du Xiaorui et al
06-30-2020	Improving robustness against common corruptions by covariate shift adaptation by Steffen Schneider et al
06-30-2020	Evaluation of Contemporary Convolutional Neural Network Architectures for Detecting COVID-19 from Chest Radiographs by Nikita Albert
07-01-2020	MSA-MIL: A deep residual multiple instance learning model based on multi-scale annotation for classification and visualization of glomerular spikes by Yilin Chen et al
07-01-2020	Motion Prediction in Visual Object Tracking by Jianren Wang et al
06-30-2020	Maximum Entropy Models for Fast Adaptation by Samarth Sinha et al
07-02-2020	RSAC: Regularized Subspace Approximation Classifier for Lightweight Continuous Learning by Chih-Hsing Ho et al
07-03-2020	Visual Question Answering as a Multi-Task Problem by Amelia Elizabeth Pollard et al
06-30-2020	EasyQuant: Post-training Quantization via Scale Optimization by Di Wu et al
06-30-2020	Theory-Inspired Path-Regularized Differential Network Architecture Search by Pan Zhou et al
07-02-2020	Learn Faster and Forget Slower via Fast and Stable Task Adaptation by Farshid Varno et al
06-30-2020	Hand-drawn Symbol Recognition of Surgical Flowsheet Graphs with Deep Image Segmentation by William Adorno et al
07-03-2020	Surrogate-assisted Particle Swarm Optimisation for Evolving Variable-length Transferable Blocks for Image Classification by Bin Wang et al
07-01-2020	Optimisation of a Siamese Neural Network for Real-Time Energy Efficient Object Tracking by Dominika Przewlocka et al
07-03-2020	Evaluating Uncertainty Estimation Methods on 3D Semantic Segmentation of Point Clouds by Swaroop Bhandary K et al
07-01-2020	Rethinking Anticipation Tasks: Uncertainty-aware Anticipation of Sparse Surgical Instrument Usage for Context-aware Assistance by Dominik Rivoir et al
06-30-2020	Primary Tumor Origin Classification of Lung Nodules in Spectral CT using Transfer Learning by Linde S. Hesse et al
07-01-2020	M3d-CAM: A PyTorch library to generate 3D data attention maps for medical deep learning by Karol Gotkowski et al
06-30-2020	Using Human Psychophysics to Evaluate Generalization in Scene Text Recognition Models by Sahar Siddiqui et al
06-30-2020	Predicting Sample Collision with Neural Networks by Tuan Tran et al
07-03-2020	Few-Shot Semantic Segmentation Augmented with Image-Level Weak Annotations by Shuo Lei et al
07-02-2020	Posterior Model Adaptation With Updated Priors by Jim Davis
07-02-2020	Task-agnostic Temporally Consistent Facial Video Editing by Meng Cao et al
07-01-2020	BiO-Net: Learning Recurrent Bi-directional Connections for Encoder-Decoder Architecture by Tiange Xiang et al
06-30-2020	ITSELF: Iterative Saliency Estimation fLexible Framework by Leonardo de Melo Joao et al
07-03-2020	Domain Adaptation without Source Data by Youngeun Kim et al
06-30-2020	Towards Robust LiDAR-based Perception in Autonomous Driving: General Black-box Adversarial Sensor Attack and Countermeasures by Jiachen Sun et al
06-30-2020	Tackling Occlusion in Siamese Tracking with Structured Dropouts by Deepak K. Gupta et al
06-30-2020	Large-scale inference of liver fat with neural networks on UK Biobank body MRI by Taro Langner et al
06-30-2020	Early Exit Or Not: Resource-Efficient Blind Quality Enhancement for Compressed Images by Qunliang Xing et al

07-01-2020	Optimisation of the PointPillars network for 3D object detection in point clouds by Joanna Stanisz et al
07-01-2020	A New Basis for Sparse PCA by Fan Chen et al
06-30-2020	Fused Text Recogniser and Deep Embeddings Improve Word Recognition and Retrieval by Siddhant Bansal et al
06-30-2020	Cross-Scale Internal Graph Neural Network for Image Super-Resolution by Shangchen Zhou et al
06-30-2020	Generating Adversarial Examples with an Optimized Quality by Aminollah Khormali et al
07-03-2020	Multiple Expert Brainstorming for Domain Adaptive Person Re-identification by Yunpeng Zhai et al
07-01-2020	Determining Sequence of Image Processing Technique (IPT) to Detect Adversarial Attacks by Kishor Datta Gupta et al
07-03-2020	Learning to Prune in Training via Dynamic Channel Propagation by Shibo Shen et al
07-02-2020	Deep Interactive Learning: An Efficient Labeling Approach for Deep Learning-Based Osteosarcoma Treatment Response Assessment by David Joon Ho et al
07-02-2020	Interactive Knowledge Distillation by Shipeng Fu et al
06-30-2020	Can Your Face Detector Do Anti-spoofing? Face Presentation Attack Detection with a Multi-Channel Face Detector by Anjith George et al
07-01-2020	Adversarial Open Set Domain Adaptation Based on Mutual Information by Tasfia Shermin et al
07-02-2020	Anatomy-Aware Siamese Network: Exploiting Semantic Asymmetry for Accurate Pelvic Fracture Detection in X-ray Images by Haomin Chen et al
07-01-2020	DocVQA: A Dataset for VQA on Document Images by Minesh Mathew et al
06-30-2020	On the Demystification of Knowledge Distillation: A Residual Network Perspective by Nandan Kumar Jha et al
07-01-2020	Measuring Robustness to Natural Distribution Shifts in Image Classification by Rohan Taori et al
07-02-2020	Decoder-free Robustness Disentanglement without (Additional) Supervision by Yifei Wang et al
07-03-2020	Balanced Symmetric Cross Entropy for Large Scale Imbalanced and Noisy Data by Feifei Huang et al
07-03-2020	A Similarity Inference Metric for RGB-Infrared Cross-Modality Person Re-identification by Mengxi Jia et al
07-03-2020	Ground Truth Free Denoising by Optimal Transport by Sören Dittmer et al
07-03-2020	Deep learning for scene recognition from visual data: a survey by Alina Matei et al
06-30-2020	Online Domain Adaptation for Occupancy Mapping by Anthony Tompkins et al
07-01-2020	Towards Explainable Graph Representations in Digital Pathology by Guillaume Jaume et al
07-03-2020	Explainable Deep One-Class Classification by Philipp Liznerski et al
06-30-2020	OccInpFlow: Occlusion-Inpainting Optical Flow Estimation by Unsupervised Learning by Kunming Luo et al
07-03-2020	PointTrack++ for Effective Online Multi-Object Tracking and Segmentation by Zhenbo Xu et al
07-01-2020	FVV Live: A real-time free-viewpoint video system with consumer electronics hardware by Pablo Carballeira et al
07-03-2020	Swoosh! Rattle! Thump! -- Actions that Sound by Dhiraj Gandhi et al
07-03-2020	Multiple Instance-Based Video Anomaly Detection using Deep Temporal Encoding-Decoding by Ammar Mansoor Kamoona et al
06-30-2020	Low-light Image Restoration with Short- and Long-exposure Raw Pairs by Meng Chang et al
07-01-2020	Robust Semantic Segmentation in Adverse Weather Conditions by means of Fast Video-Sequence Segmentation by Andreas Pfeuffer et al
07-03-2020	A Competence-aware Curriculum for Visual Concepts Learning via Question Answering by Qing Li et al
07-03-2020	Continuously Indexed Domain Adaptation by Hao Wang et al
07-02-2020	Learning Orientation Distributions for Object Pose Estimation by Brian Okorn et al
07-01-2020	Enhancing the Association in Multi-Object Tracking via Neighbor Graph by Tianyi Liang et al
07-03-2020	Video Prediction via Example Guidance by Jingwei Xu et al
07-03-2020	Deep Fence Estimation using Stereo Guidance and Adversarial Learning by Paritosh Mittal et al
07-03-2020	Multi-Label Image Recognition with Multi-Class Attentional Regions by Bin-Bin Gao et al
07-03-2020	LOOC: Localize Overlapping Objects with Count Supervision by Issam H. Laradji et al
07-03-2020	Three-dimensional Human Tracking of a Mobile Robot by Fusion of Tracking Results of Two Cameras by Shinya Matsubara et al
06-30-2020	Leveraging Temporal Information for 3D Detection and Domain Adaptation by Cunjun Yu et al
07-01-2020	Lightweight Temporal Self-Attention for Classifying Satellite Image Time Series by Vivien Sainte Fare Garnot et al
07-03-2020	End-to-end Interpretable Learning of Non-blind Image Deblurring by Thomas Eboli et al
06-30-2020	Intention-aware Residual Bidirectional LSTM for Long-term Pedestrian Trajectory Prediction by Zhe Huang et al
07-03-2020	Domain Adaptive Object Detection via Asymmetric Tri-way Faster-RCNN by Zhenwei He et al
07-02-2020	DATE: Defense Against TEmperature Side-Channel Attacks in DVFS Enabled MPSoCs by Somdip Dey et al
07-02-2020	Low-Power Object Counting with Hierarchical Neural Networks by Abhinav Goel et al
07-03-2020	Segment as Points for Efficient Online Multi-Object Tracking and Segmentation by Zhenbo Xu et al
07-01-2020	HACT-Net: A Hierarchical Cell-to-Tissue Graph Neural Network for Histopathological Image Classification by Pushpak Pati et al
07-03-2020	Improving auto-encoder novelty detection using channel attention and entropy minimization by Dongyan Guo et al
07-03-2020	Deep image prior for 3D magnetic particle imaging: A quantitative comparison of regularization techniques on Open MPI dataset by Sören Dittmer et al
07-01-2020	A Fast Algorithm for Geodesic Active Contours with Applications to Medical Image Segmentation by Jun Ma et al
06-30-2020	FVV Live: Real-Time, Low-Cost, Free Viewpoint Video by Daniel Berjón et al
07-01-2020	End-to-End JPEG Decoding and Artifacts Suppression Using Heterogeneous Residual Convolutional Neural Network by Jun Niu
07-01-2020	A Dataset for Evaluating Multi-spectral Motion Estimation Methods by Weichen Dai et al
07-03-2020	Synergistic saliency and depth prediction for RGB-D saliency detection by Yue Wang et al
07-01-2020	FlowControl: Optical Flow Based Visual Servoing by Max Argus et al
07-02-2020	ODE-CNN: Omnidirectional Depth Extension Networks by Xinjing Cheng et al
07-01-2020	Automatic Crack Detection on Road Pavements Using Encoder Decoder Architecture by Zhun Fan et al
07-01-2020	Learning unbiased zero-shot semantic segmentation networks via transductive transfer by Haiyang Liu et al
07-01-2020	Exploiting the Logits: Joint Sign Language Recognition and Spell-Correction by Christina Runkel et al
07-03-2020	Weakly Supervised Temporal Action Localization with Segment-Level Labels by Xinpeng Ding et al
07-03-2020	Image-based Vehicle Re-identification Model with Adaptive Attention Modules and Metadata Re-ranking by Quang Truong et al
07-03-2020	AVP-SLAM: Semantic Visual Mapping and Localization for Autonomous Vehicles in the Parking Lot by Tong Qin et al
07-02-2020	D-NetPAD: An Explainable and Interpretable Iris Presentation Attack Detector by Renu Sharma et al
07-03-2020	HDR-GAN: HDR Image Reconstruction from Multi-Exposed LDR Images with Large Motions by Yuzhen Niu et al
07-03-2020	Complex Network Construction for Interactive Image Segmentation using Particle Competition and Cooperation: A New Approach by Jefferson Antonio Ribeiro Passerini et al
07-02-2020	Clustering of Electromagnetic Showers and Particle Interactions with Graph Neural Networks in Liquid Argon Time Projection Chambers Data by Francois Drielsma et al
07-03-2020	Learning Expectation of Label Distribution for Facial Age and Attractiveness Estimation by Bin-Bin Gao et al
07-03-2020	LOL: Lidar-Only Odometry and Localization in 3D Point Cloud Maps by David Rozenberszki et al
06-30-2020	Data-driven Regularization via Racecar Training for Generalizing Neural Networks by You Xie et al
07-01-2020	NestFuse: An Infrared and Visible Image Fusion Architecture based on Nest Connection and Spatial/Channel Attention Models by Hui Li et al
07-02-2020	Learning-based Defect Recognition for Quasi-Periodic Microscope Images by Nik Dennler et al
07-02-2020	Joint Frequency- and Image-Space Learning for Fourier Imaging by Nalini M. Singh et al
07-02-2020	Trace-Norm Adversarial Examples by Ehsan Kazemi et al
06-30-2020	Accelerating Prostate Diffusion Weighted MRI using Guided Denoising Convolutional Neural Network: Retrospective Feasibility Study by Elena A. Kaye et al