2020.11.2 Vision papers

10-29-2020	Understanding the Failure Modes of Out-of-Distribution Generalization by Vaishnavh Nagarajan et al
10-27-2020	Scaling Laws for Autoregressive Generative Modeling by Tom Henighan et al
10-29-2020	Permute, Quantize, and Fine-tune: Efficient Compression of Neural Networks by Julieta Martinez et al
10-29-2020	RelationNet++: Bridging Visual Representations for Object Detection via Transformer Decoder by Cheng Chi et al
10-27-2020	Unsupervised Domain Adaptation for Visual Navigation by Shangda Li et al
10-27-2020	Memory Optimization for Deep Networks by Aashaka Shah et al
10-28-2020	GloFlow: Global Image Alignment for Creation of Whole Slide Images for Pathology from Video by Viswesh Krishna et al
10-29-2020	Measuring and Harnessing Transference in Multi-Task Learning by Christopher Fifty et al
10-29-2020	Cream of the Crop: Distilling Prioritized Paths For One-Shot Neural Architecture Search by Houwen Peng et al
10-29-2020	An End to End Network Architecture for Fundamental Matrix Estimation by Yesheng Zhang et al
10-28-2020	Fusion Models for Improved Visual Captioning by Marimuthu Kalimuthu et al
10-29-2020	An Overview Of 3D Object Detection by Yilin Wang et al
10-27-2020	On the Transfer of Disentangled Representations in Realistic Settings by Andrea Dittadi et al
10-28-2020	Transferable Universal Adversarial Perturbations Using Generative Models by Atiye Sadat Hashemi et al
10-30-2020	Unsupervised Monocular Depth Learning in Dynamic Scenes by Hanhan Li et al
10-28-2020	Deep Shells: Unsupervised Shape Correspondence with Optimal Transport by Marvin Eisenberger et al
10-29-2020	Beyond cross-entropy: learning highly separable feature distributions for robust and accurate classification by Arslan Ali et al
10-28-2020	CNN Profiler on Polar Coordinate Images for Tropical Cyclone Structure Analysis by Boyo Chen et al
10-29-2020	Deep Autofocus for Synthetic Aperture Sonar by Isaac Gerg et al
10-28-2020	Ground Roll Suppression using Convolutional Neural Networks by Dario Augusto Borges Oliveira et al
10-29-2020	ProCAN: Progressive Growing Channel Attentive Non-Local Network for Lung Nodule Classification by Mundher Al-Shabi et al
10-29-2020	Black-Box Optimization of Object Detector Scales by Mohandass Muthuraja et al
10-28-2020	Sea-Net: Squeeze-And-Excitation Attention Net For Diabetic Retinopathy Grading by Ziyuan Zhao et al
10-29-2020	Financial ticket intelligent recognition system based on deep learning by Fukang Tian et al
10-29-2020	Recurrent Neural Networks for video object detection by Ahmad B Qasim et al
10-29-2020	FlatNet: Towards Photorealistic Scene Reconstruction from Lensless Measurements by Salman S. Khan et al
10-29-2020	WaveTransform: Crafting Adversarial Examples via Input Decomposition by Divyam Anshumaan et al
10-28-2020	Speech-Image Semantic Alignment Does Not Depend on Any Prior Classification Tasks by Masood S. Mortazavi
10-29-2020	Suppressing Mislabeled Data via Grouping and Self-Attention by Xiaojiang Peng et al
10-28-2020	Exploring Generative Adversarial Networks for Image-to-Image Translation in STEM Simulation by Nick Lawrence et al
10-27-2020	Co-attentional Transformers for Story-Based Video Understanding by Björn Bebensee et al
10-30-2020	End-to-end Animal Image Matting by Jizhizi Li et al
10-29-2020	Self-Supervised Video Representation Using Pretext-Contrastive Learning by Li Tao et al
10-29-2020	A Novel Fast 3D Single Image Super-Resolution Algorithm by Nwigbo Kenule Tuador et al
10-28-2020	Recurrent neural circuits for contour detection by Drew Linsley et al
10-28-2020	Identifying safe intersection design through unsupervised feature extraction from satellite imagery by Jasper S. Wijnands et al
10-29-2020	Dynamic Resource-aware Corner Detection for Bio-inspired Vision Sensors by Sherif A. S. Mohamed et al
10-28-2020	Class-incremental learning: survey and performance evaluation by Marc Masana et al
10-28-2020	Panoster: End-to-end Panoptic Segmentation of LiDAR Point Clouds by Stefano Gasperini et al
10-29-2020	Brain Tumor Segmentation Network Using Attention-based Fusion and Spatial Relationship Constraint by Chenyu Liu et al
10-28-2020	Automatic joint damage quantification using computer vision and deep learning by Quang Tran et al
10-29-2020	Night vision obstacle detection and avoidance based on Bio-Inspired Vision Sensors by Jawad N. Yasin et al
10-29-2020	Free-Form Image Inpainting via Contrastive Attention Network by Xin Ma et al
10-27-2020	Deep DA for Ordinal Regression of Pain Intensity Estimation Using Weakly-Labeled Videos by Gnana Praveen R et al
10-28-2020	Deep Manifold Computing and Visualization by Stan Z. Li et al
10-29-2020	Asynchronous Corner Tracking Algorithm based on Lifetime of Events for DAVIS Cameras by Sherif A. S. Mohamed et al
10-28-2020	Point Cloud Attribute Compression via Successive Subspace Graph Transform by Yueru Chen et al
10-28-2020	Semantic video segmentation for autonomous driving by Minh Triet Chau
10-28-2020	MedMNIST Classification Decathlon: A Lightweight AutoML Benchmark for Medical Image Analysis by Jiancheng Yang et al
10-28-2020	Model Rubiks Cube: Twisting Resolution, Depth and Width for TinyNets by Kai Han et al
10-28-2020	SAR-NAS: Skeleton-based Action Recognition via Neural Architecture Searching by Haoyuan Zhang et al
10-29-2020	Learning Deep Interleaved Networks with Asymmetric Co-Attention for Image Restoration by Feng Li et al
10-28-2020	ElderSim: A Synthetic Data Generation Platform for Human Action Recognition in Eldercare Applications by Hochul Hwang et al
10-29-2020	Passport-aware Normalization for Deep Model Protection by Jie Zhang et al
10-29-2020	Collaborative Method for Incremental Learning on Classification and Generation by Byungju Kim et al
10-29-2020	An automated and multi-parametric algorithm for objective analysis of meibography images by Peng Xiao et al
10-27-2020	Triple-view Convolutional Neural Networks for COVID-19 Diagnosis with Chest X-ray by Jianjia Zhang
10-28-2020	Object sieving and morphological closing to reduce false detections in wide-area aerial imagery by Xin Gao et al
10-29-2020	Maximum a posteriori signal recovery for optical coherence tomography angiography image generation and denoising by Lennart Husvogt et al
10-27-2020	Ice Monitoring in Swiss Lakes from Optical Satellites and Webcams using Machine Learning by Manu Tom et al
10-28-2020	Generative Adversarial Networks in Human Emotion Synthesis:A Review by Noushin Hajarolasvadi et al
10-29-2020	A comparison of automatic multi-tissue segmentation methods of the human fetal brain using the FeTA Dataset by Kelly Payette et al
10-27-2020	CompRess: Self-Supervised Learning by Compressing Representations by Soroush Abbasi Koohpayegani et al
10-28-2020	Displacement-Invariant Matching Cost Learning for Accurate Optical Flow Estimation by Jianyuan Wang et al
10-27-2020	Micro-CT Synthesis and Inner Ear Super Resolution via Bayesian Generative Adversarial Networks by Hongwei Li et al
10-27-2020	Fit to Measure: Reasoning about Sizes for Robust Object Recognition by Agnese Chiatti et al
10-28-2020	Large-Scale MIDI-based Composer Classification by Qiuqiang Kong et al
10-28-2020	AbdomenCT-1K: Is Abdominal Organ Segmentation A Solved Problem? by Jun Ma et al
10-27-2020	Perception for Autonomous Systems (PAZ) by Octavio Arriaga et al
10-27-2020	Robust Odometry and Mapping for Multi-LiDAR Systems with Online Extrinsic Calibration by Jianhao Jiao et al
10-28-2020	Medical Deep Learning -- A systematic Meta-Review by Jan Egger et al
10-29-2020	Human versus Machine Attention in Deep Reinforcement Learning Tasks by Ruohan Zhang et al
10-27-2020	CT Reconstruction with PDF: Parameter-Dependent Framework for Multiple Scanning Geometries and Dose Levels by Wenjun Xia et al
10-28-2020	Object Hider: Adversarial Patch Attack Against Object Detectors by Yusheng Zhao et al
10-27-2020	Hyperspectral Anomaly Change Detection Based on Auto-encoder by Meiqi Hu et al
10-27-2020	Quantified Facial Temporal-Expressiveness Dynamics for Affect Analysis by Md Taufeeq Uddin et al
10-28-2020	Attribution Preservation in Network Compression for Reliable Network Interpretation by Geondo Park et al
10-27-2020	Improving Word Recognition using Multiple Hypotheses and Deep Embeddings by Siddhant Bansal et al
10-27-2020	MultiMix: Sparingly Supervised, Extreme Multitask Learning From Medical Images by Ayaan Haque et al
10-28-2020	Class-Agnostic Segmentation Loss and Its Application to Salient Object Detection and Segmentation by Angira Sharma et al
10-27-2020	A Multi-task Two-stream Spatiotemporal Convolutional Neural Network for Convective Storm Nowcasting by W. Zhang et al
10-27-2020	Deformable Convolutional LSTM for Human Body Emotion Recognition by Peyman Tahghighi et al
10-28-2020	Toyota Smarthome Untrimmed: Real-World Untrimmed Videos for Activity Detection by Rui Dai et al
10-27-2020	SIRI: Spatial Relation Induced Network For Spatial Description Resolution by Peiyao Wang et al
10-27-2020	Contour Integration using Graph-Cut and Non-Classical Receptive Field by Seyedeh-Zahra Mousavi Kouzehkanan et al
10-28-2020	Cycle-Contrast for Self-Supervised Video Representation Learning by Quan Kong et al
10-27-2020	Structured Visual Search via Composition-aware Learning by Mert Kilickaya et al
10-28-2020	Real-time Tropical Cyclone Intensity Estimation by Handling Temporally Heterogeneous Satellite Data by Boyo Chen et al
10-27-2020	MMFT-BERT: Multimodal Fusion Transformer with BERT Encodings for Visual Question Answering by Aisha Urooj Khan et al
10-27-2020	Fast Local Attack: Generating Local Adversarial Examples for Object Detectors by Quanyu Liao et al
10-27-2020	Robust Skeletonization for Plant Root Structure Reconstruction from MRI by Jannis Horn et al
10-27-2020	Artificial intelligence based writer identification generates new evidence for the unknown scribes of the Dead Sea Scrolls exemplified by the Great Isaiah Scroll (1QIsaa) by Mladen Popović et al
10-27-2020	Mining Generalized Features for Detecting AI-Manipulated Fake Faces by Yang Yu et al
10-28-2020	SFU-Store-Nav: A Multimodal Dataset for Indoor Human Navigation by Zhitian Zhang et al
10-30-2020	Correspondence Matrices are Underrated by Tejas Zodage et al
10-28-2020	Multimodal End-to-End Learning for Autonomous Steering in Adverse Road and Weather Conditions by Jyri Maanpää et al
10-30-2020	Fusion-Catalyzed Pruning for Optimizing Deep Learning on Intelligent Edge Devices by Guangli Li et al
10-28-2020	Leveraging Visual Question Answering to Improve Text-to-Image Synthesis by Stanislav Frolov et al
10-27-2020	End-to-end trainable network for degraded license plate detection via vehicle-plate relation mining by Song-Lu Chen et al
10-30-2020	Bayesian Optimization Meets Laplace Approximation for Robotic Introspection by Matthias Humt et al
10-28-2020	Accurate Prostate Cancer Detection and Segmentation on Biparametric MRI using Non-local Mask R-CNN with Histopathological Ground Truth by Zhenzhen Dai et al
10-28-2020	Classification Beats Regression: Counting of Cells from Greyscale Microscopic Images based on Annotation-free Training Samples by Xin Ding et al
10-27-2020	Deep Probabilistic Imaging: Uncertainty Quantification and Multi-modal Solution Characterization for Computational Imaging by He Sun et al
10-27-2020	Fourth-Order Nonlocal Tensor Decomposition Model for Spectral Computed Tomography by Xiang Chen et al
10-27-2020	A Method of Generating Measurable Panoramic Image for Indoor Mobile Measurement System by Hao Ma et al
10-27-2020	Differentiable Channel Pruning Search by Yu Zhao et al
10-27-2020	Learning to Infer Unseen Attribute-Object Compositions by Hui Chen et al
10-30-2020	Classifying Malware Images with Convolutional Neural Network Models by Ahmed Bensaoud et al
10-27-2020	Pixel-based Facial Expression Synthesis by Arbish Akram et al
10-27-2020	Reconstruction of Voxels with Position- and Angle-Dependent Weightings by Lina Felsner et al
10-27-2020	A Simple and Efficient Registration of 3D Point Cloud and Image Data for Indoor Mobile Mapping System by Hao Ma et al
10-29-2020	FLANNEL: Focal Loss Based Neural Network Ensemble for COVID-19 Detection by Zhi Qiao et al
10-28-2020	Micro Stripes Analyses for Iris Presentation Attack Detection by Meiling Fang et al
10-28-2020	Forgery Blind Inspection for Detecting Manipulations of Gel Electrophoresis Images by Hao-Chiang Shao et al
10-30-2020	Whats in a Loss Function for Image Classification? by Simon Kornblith et al
10-30-2020	Domain-Specific Lexical Grounding in Noisy Visual-Textual Documents by Gregory Yauney et al
10-29-2020	AutoAtlas: Neural Network for 3D Unsupervised Partitioning and Representation Learning by K. Aditya Mohan et al
10-27-2020	Nested Grassmanns for Dimensionality Reduction by Chun-Hao Yang et al
10-30-2020	Learning Vision-based Reactive Policies for Obstacle Avoidance by Elie Aljalbout et al
10-28-2020	Data Agnostic Filter Gating for Efficient Deep Networks by Xiu Su et al
10-27-2020	Quantifying Learnability and Describability of Visual Concepts Emerging in Representation Learning by Iro Laina et al
10-28-2020	Road Damage Detection and Classification with Detectron2 and Faster R-CNN by Vung Pham et al
10-29-2020	PAL : Pretext-based Active Learning by Shubhang Bhatnagar et al
10-30-2020	DeepWay: a Deep Learning Estimator for Unmanned Ground Vehicle Global Path Planning by Vittorio Mazzia et al
10-30-2020	HOI Analysis: Integrating and Decomposing Human-Object Interaction by Yong-Lu Li et al
10-29-2020	COVID-FACT: A Fully-Automated Capsule Network-based Framework for Identification of COVID-19 Cases from Chest CT scans by Shahin Heidarian et al
10-29-2020	CT-CAPS: Feature Extraction-based Automated Framework for COVID-19 Disease Identification from Chest CT Scans using Capsule Networks by Shahin Heidarian et al
10-30-2020	Experimental design for MRI by greedy policy search by Tim Bakker et al
10-29-2020	Can the state of relevant neurons in a deep neural networks serve as indicators for detecting adversarial attacks? by Roger Granda et al
10-30-2020	PyraPose: Feature Pyramids for Fast and Accurate Object Pose Estimation under Domain Shift by Stefan Thalhammer et al
10-30-2020	Auto-Panoptic: Cooperative Multi-Component Architecture Search for Panoptic Segmentation by Yangxin Wu et al
10-29-2020	A Comprehensive Comparison of End-to-End Approaches for Handwritten Digit String Recognition by Andre G. Hochuli et al
10-28-2020	Image Representations Learned With Unsupervised Pre-Training Contain Human-like Biases by Ryan Steed et al
10-30-2020	LIFI: Towards Linguistically Informed Frame Interpolation by Aradhya Neeraj Mathur et al
10-29-2020	PIINET: A 360-degree Panoramic Image Inpainting Network Using a Cube Map by Seo Woo Han et al
10-27-2020	Stereo Frustums: A Siamese Pipeline for 3D Object Detection by Xi Mo et al
10-29-2020	Ink Marker Segmentation in Histopathology Images Using Deep Learning by Danial Maleki et al
10-30-2020	Automatic Myocardial Infarction Evaluation from Delayed-Enhancement Cardiac MRI using Deep Convolutional Networks by Kibrom Berihu Girum et al
10-30-2020	Small Noisy and Perspective Face Detection using Deformable Symmetric Gabor Wavelet Network by Sherzod Salokhiddinov et al
10-30-2020	An Unsupervised Approach towards Varying Human Skin Tone Using Generative Adversarial Networks by Debapriya Roy et al
10-27-2020	Neural Architecture Search of SPD Manifold Networks by Rhea Sanjay Sukthanker et al
10-29-2020	Genetic U-Net: Automatically Designing Lightweight U-shaped CNN Architectures Using the Genetic Algorithm for Retinal Vessel Segmentation by Jiahong Wei et al
10-30-2020	Statistical Analysis of Signal-Dependent Noise: Application in Blind Localization of Image Splicing Forgery by Mian Zou et al
10-29-2020	CNN based Multistage Gated Average Fusion (MGAF) for Human Action Recognition Using Depth and Inertial Sensors by Zeeshan Ahmad et al
10-29-2020	Volumetric Medical Image Segmentation: A 3D Deep Coarse-to-fine Framework and Its Adversarial Examples by Yingwei Li et al
10-30-2020	All-Weather Object Recognition Using Radar and Infrared Sensing by Marcel Sheeny
10-29-2020	Loss-rescaling VQA: Revisiting Language Prior Problem from a Class-imbalance View by Yangyang Guo et al
10-29-2020	Multi-agent Trajectory Prediction with Fuzzy Query Attention by Nitin Kamra et al
10-29-2020	SMOT: Single-Shot Multi Object Tracking by Wei Li et al
10-30-2020	MichiGAN: Multi-Input-Conditioned Hair Image Generation for Portrait Editing by Zhentao Tan et al
10-29-2020	Perception Matters: Exploring Imperceptible and Transferable Anti-forensics for GAN-generated Fake Face Imagery Detection by Yongwei Wang et al
10-30-2020	Automatic Counting and Identification of Train Wagons Based on Computer Vision and Deep Learning by Rayson Laroca et al
10-29-2020	Detecting small polyps using a Dynamic SSD-GAN by Daniel C. Ohrenstein et al
10-30-2020	3D Object Recognition By Corresponding and Quantizing Neural 3D Scene Representations by Mihir Prabhudesai et al
10-30-2020	Emotion Understanding in Videos Through Body, Context, and Visual-Semantic Embedding Loss by Panagiotis Paraskevas Filntisis et al
10-30-2020	Exploring Dynamic Context for Multi-path Trajectory Prediction by Hao Cheng et al
10-30-2020	Development and Evaluation of a Deep Neural Network for Histologic Classification of Renal Cell Carcinoma on Biopsy and Surgical Resection Slides by Mengdan Zhu et al