2020.12.14 Vision papers

12-10-2020	Robust Consistent Video Depth Estimation by Johannes Kopf et al
12-10-2020	iNeRF: Inverting Neural Radiance Fields for Pose Estimation by Lin Yen-Chen et al
12-10-2020	Detection of Covid-19 Patients with Convolutional Neural Network Based Features on Multi-class X-ray Chest Images by Ali Narin
12-10-2020	Effect of Different Batch Size Parameters on Predicting of COVID19 Cases by Ali Narin et al
12-10-2020	Amodal Segmentation Based on Visible Region Segmentation and Shape Prior by Yuting Xiao et al
12-10-2020	Concept Generalization in Visual Representation Learning by Mert Bulent Sariyildiz et al
12-09-2020	Positional Encoding as Spatial Inductive Bias in GANs by Rui Xu et al
12-10-2020	Flexible Few-Shot Learning with Contextual Similarity by Mengye Ren et al
12-09-2020	Topological Planning with Transformers for Vision-and-Language Navigation by Kevin Chen et al
12-08-2020	Planet cartography with neural learned regularization by A. Asensio Ramos et al
12-09-2020	MorphGAN: One-Shot Face Synthesis GAN for Detecting Recognition Bias by Nataniel Ruiz et al
12-10-2020	Synthesizing Long-Term 3D Human Motion and Interaction in 3D Scenes by Jiashun Wang et al
12-10-2020	Enhancing Human Pose Estimation in Ancient Vase Paintings via Perceptually-grounded Style Transfer Learning by Prathmesh Madhu et al
12-10-2020	Portrait Neural Radiance Fields from a Single Image by Chen Gao et al
12-09-2020	Driving Behavior Explanation with Multi-level Fusion by Hédi Ben-Younes et al
12-08-2020	You Only Need Adversarial Supervision for Semantic Image Synthesis by Vadim Sushko et al
12-10-2020	Can we detect harmony in artistic compositions? A machine learning approach by Adam Vandor et al
12-10-2020	Effect of the regularization hyperparameter on deep learning-based segmentation in LGE-MRI by Olivier Rukundo
12-09-2020	AIDE: Annotation-efficient deep learning for automatic medical image segmentation by Cheng Li et al
12-10-2020	Deep learning methods for SAR image despeckling: trends and perspectives by Giulia Fracastoro et al
12-09-2020	ViP-DeepLab: Learning Visual Perception with Depth-aware Video Panoptic Segmentation by Siyuan Qiao et al
12-10-2020	Look Before you Speak: Visually Contextualized Utterances by Paul Hongsuck Seo et al
12-10-2020	Full-Glow: Fully conditional Glow for more realistic image generation by Moein Sorkhei et al
12-10-2020	Debiased-CAM for bias-agnostic faithful visual explanations of deep convolutional networks by Wencan Zhang et al
12-09-2020	GAN Steerability without optimization by Nurit Spingarn-Eliezer et al
12-08-2020	Skillearn: Machine Learning Inspired by Humans Learning Skills by Pengtao Xie et al
12-10-2020	DI-Fusion: Online Implicit 3D Reconstruction with Deep Priors by Jiahui Huang et al
12-09-2020	Convolutional Neural Networks for Multispectral Image Cloud Masking by Gonzalo Mateo-García et al
12-10-2020	Are Fewer Labels Possible for Few-shot Learning? by Suichan Li et al
12-09-2020	Unsupervised Adversarial Domain Adaptation For Barretts Segmentation by Numan Celik et al
12-10-2020	3D Bounding Box Detection in Volumetric Medical Image Data: A Systematic Literature Review by Daria Kern et al
12-10-2020	One for More: Selecting Generalizable Samples for Generalizable ReID Model by Enwei Zhang et al
12-10-2020	Topology-Adaptive Mesh Deformation for Surface Evolution, Morphing, and Multi-View Reconstruction by Andrei Zaharescu et al
12-09-2020	E3D: Event-Based 3D Shape Reconstruction by Alexis Baudron et al
12-10-2020	SPAA: Stealthy Projector-based Adversarial Attacks on Deep Image Classifiers by Bingyao Huang et al
12-08-2020	Improving the Fairness of Deep Generative Models without Retraining by Shuhan Tan et al
12-10-2020	Large-Scale Generative Data-Free Distillation by Liangchen Luo et al
12-09-2020	Facial expressions can detect Parkinsons disease: preliminary evidence from videos collected online by Mohammad Rafayet Ali et al
12-10-2020	Geometric Adversarial Attacks and Defenses on 3D Point Clouds by Itai Lang et al
12-10-2020	Spatiotemporal Graph Neural Network based Mask Reconstruction for Video Object Segmentation by Daizong Liu et al
12-10-2020	Investigating Bias in Image Classification using Model Explanations by Schrasing Tong et al
12-09-2020	Developing Motion Code Embedding for Action Recognition in Videos by Maxat Alibayev et al
12-10-2020	OneNet: Towards End-to-End One-Stage Object Detection by Peize Sun et al
12-10-2020	Retinex-inspired Unrolling with Cooperative Prior Architecture Search for Low-light Image Enhancement by Risheng Liu et al
12-09-2020	Removing Class Imbalance using Polarity-GAN: An Uncertainty Sampling Approach by Kumari Deepshikha et al
12-10-2020	Image Captioning with Context-Aware Auxiliary Guidance by Zeliang Song et al
12-10-2020	Performance Comparison of Balanced and Unbalanced Cancer Datasets using Pre-Trained Convolutional Neural Network by Ali Narin
12-10-2020	Full Matching on Low Resolution for Disparity Estimation by Hong Zhang et al
12-09-2020	Scene Text Detection with Scribble Lines by Wenqing Zhang et al
12-08-2020	Machine Learning for Cataract Classification and Grading on Ophthalmic Imaging Modalities: A Survey by Xiaoqing Zhang et al
12-09-2020	MetaInfoNet: Learning Task-Guided Information for Sample Reweighting by Hongxin Wei et al
12-10-2020	AutoSelect: Automatic and Dynamic Detection Selection for 3D Multi-Object Tracking by Xinshuo Weng et al
12-10-2020	Auto-MVCNN: Neural Architecture Search for Multi-view 3D Shape Recognition by Zhaoqun Li et al
12-08-2020	One-Vote Veto: A Self-Training Strategy for Low-Shot Learning of a Task-Invariant Embedding to Diagnose Glaucoma by Rui Fan et al
12-10-2020	Demystifying Pseudo-LiDAR for Monocular 3D Object Detection by Andrea Simonelli et al
12-09-2020	Neural Rate Control for Video Encoding using Imitation Learning by Hongzi Mao et al
12-09-2020	Competitive Simplicity for Multi-Task Learning for Real-Time Foggy Scene Understanding via Domain Adaptation by Naif Alshammari et al
12-09-2020	Progressive Network Grafting for Few-Shot Knowledge Distillation by Chengchao Shen et al
12-10-2020	SSD-GAN: Measuring the Realness in the Spatial and Spectral Domains by Yuanqi Chen et al
12-10-2020	Exploiting Diverse Characteristics and Adversarial Ambivalence for Domain Adaptive Segmentation by Bowen Cai et al
12-11-2020	Unsupervised deep learning for individualized brain functional network identification by Hongming Li et al
12-10-2020	Direct Depth Learning Network for Stereo Matching by Hong Zhang et al
12-10-2020	An Asynchronous Kalman Filter for Hybrid Event Cameras by Ziwei Wang et al
12-08-2020	Canonical Capsules: Unsupervised Capsules in Canonical Pose by Weiwei Sun et al
12-10-2020	Image Matching with Scale Adjustment by Yves Dufournaud et al
12-10-2020	R-AGNO-RPN: A LIDAR-Camera Region Deep Network for Resolution-Agnostic Detection by Ruddy Théodose et al
12-09-2020	Machine Learning for Glacier Monitoring in the Hindu Kush Himalaya by Shimaa Baraka et al
12-09-2020	Automatic Generation of Interpretable Lung Cancer Scoring Models from Chest X-Ray Images by Michael J. Horry et al
12-09-2020	Few-shot Medical Image Segmentation using a Global Correlation Network with Discriminative Embedding by Liyan Sun et al
12-08-2020	Sylvester Matrix Based Similarity Estimation Method for Automation of Defect Detection in Textile Fabrics by R. M. L. N. Kumari et al
12-10-2020	HRCenterNet: An Anchorless Approach to Chinese Character Segmentation in Historical Documents by Chia-Wei Tang et al
12-09-2020	Composite Adversarial Attacks by Xiaofeng Mao et al
12-11-2020	Few-Shot Segmentation Without Meta-Learning: A Good Transductive Inference Is All You Need? by Malik Boudiaf et al
12-09-2020	A Free Lunch for Unsupervised Domain Adaptive Object Detection without Source Data by Xianfeng Li et al
12-11-2020	Parallelized Rate-Distortion Optimized Quantization Using Deep Learning by Dana Kianfar et al
12-09-2020	Vulnerability Analysis of Face Morphing Attacks from Landmarks and Generative Adversarial Networks by Eklavya Sarkar et al
12-08-2020	Deep Unsupervised Image Anomaly Detection: An Information Theoretic Framework by Fei Ye et al
12-10-2020	Tensor Composition Net for Visual Relationship Prediction by Yuting Qiang et al
12-11-2020	Detailed 3D Human Body Reconstruction from Multi-view Images Combining Voxel Super-Resolution and Learned Implicit Representation by Zhongguo Li et al
12-08-2020	SnapMix: Semantically Proportional Mixing for Augmenting Fine-grained Data by Shaoli Huang et al
12-09-2020	Generating Out of Distribution Adversarial Attack using Latent Space Poisoning by Ujjwal Upadhyay et al
12-08-2020	Structure-Consistent Weakly Supervised Salient Object Detection with Local Saliency Coherence by Siyue Yu et al
12-08-2020	Semi-supervised Active Learning for Instance Segmentation via Scoring Predictions by Jun Wang et al
12-08-2020	Deep Learning based Multi-Modal Sensing for Tracking and State Extraction of Small Quadcopters by Zhibo Zhang et al
12-09-2020	Generative Data Augmentation for Vehicle Detection in Aerial Images by Hilmi Kumdakcı et al
12-08-2020	UnrealPerson: An Adaptive Pipeline towards Costless Person Re-identification by Tianyu Zhang et al
12-09-2020	Robust Facial Landmark Detection by Multi-order Multi-constraint Deep Networks by Jun Wan et al
12-08-2020	Context-Aware Graph Convolution Network for Target Re-identification by Deyi Ji et al
12-09-2020	Video Deblurring by Fitting to Test Data by Xuanchi Ren et al
12-09-2020	AMVNet: Assertion-based Multi-View Fusion Network for LiDAR Semantic Segmentation by Venice Erin Liong et al
12-10-2020	Learning Tubule-Sensitive CNNs for Pulmonary Airway and Artery-Vein Segmentation in CT by Yulei Qin et al
12-09-2020	Conjugate Mixture Models for Clustering Multimodal Data by Vasil Khalidov et al
12-09-2020	Convex Regularization Behind Neural Reconstruction by Arda Sahiner et al
12-09-2020	MO-LTR: Multiple Object Localization, Tracking, and Reconstruction from Monocular RGB Videos by Kejie Li et al
12-09-2020	Group-Wise Semantic Mining for Weakly Supervised Semantic Segmentation by Xueyi Li et al
12-08-2020	A Topological Filter for Learning with Label Noise by Pengxiang Wu et al
12-09-2020	Multi-Model Learning for Real-Time Automotive Semantic Foggy Scene Understanding via Domain Adaptation by Naif Alshammari et al
12-10-2020	Monocular Real-time Full Body Capture with Inter-part Correlations by Yuxiao Zhou et al
12-10-2020	Interactive Fusion of Multi-level Features for Compositional Activity Recognition by Rui Yan et al
12-09-2020	ESAD: End-to-end Deep Semi-supervised Anomaly Detection by Chaoqin Huang et al
12-09-2020	Discovering Clinically Meaningful Shape Features for the Analysis of Tumor Pathology Images by Esteban Fernández Morales et al
12-09-2020	Improving Gradient Flow with Unrolled Highway Expectation Maximization by Chonghyuk Song et al
12-09-2020	Lipschitz Regularized CycleGAN for Improving Semantic Robustness in Unpaired Image-to-image Translation by Zhiwei Jia et al
12-11-2020	DILIE: Deep Internal Learning for Image Enhancement by Indra Deep Mastan et al
12-08-2020	Edited Media Understanding: Reasoning About Implications of Manipulated Images by Jeff Da et al
12-08-2020	Long Term Motion Prediction Using Keyposes by Sena Kiciroglu et al
12-09-2020	Deep Lesion Tracker: Monitoring Lesions in 4D Longitudinal Imaging Studies by Jinzheng Cai et al
12-09-2020	Tactile Object Pose Estimation from the First Touch with Geometric Contact Rendering by Maria Bauza et al
12-11-2020	Deep-Learning-Based Kinematic Reconstruction for DUNE by Junze Liu et al
12-09-2020	Kernel Anomalous Change Detection for Remote Sensing Imagery by José A. Padrón-Hidalgo et al
12-11-2020	Risk & returns around FOMC press conferences: a novel perspective from computer vision by Alexis Marchal
12-11-2020	A Dark Flash Normal Camera by Zhihao Xia et al
12-09-2020	JANUS: Benchmarking Commercial and Open-Source Cloud and Edge Platforms for Object and Anomaly Detection Workloads by Karthick Shankar et al
12-09-2020	Automated Scoring of Nuclear Pleomorphism Spectrum with Pathologist-level Performance in Breast Cancer by Caner Mercan et al
12-08-2020	Mitigating the Impact of Adversarial Attacks in Very Deep Networks by Mohammed Hassanin et al
12-08-2020	A Dataset and Application for Facial Recognition of Individual Gorillas in Zoo Environments by Otto Brookes et al
12-10-2020	How to Train PointGoal Navigation Agents on a (Sample and Compute) Budget by Erik Wijmans et al
12-11-2020	Confidence Estimation via Auxiliary Models by Charles Corbière et al
12-10-2020	COVID-MTL: Multitask Learning with Shift3D and Random-weighted Loss for Diagnosis and Severity Assessment of COVID-19 by Guoqing Bao et al
12-11-2020	Analyzing and Improving Generative Adversarial Training for Generative Modeling and Out-of-Distribution Detection by Xuwang Yin et al
12-11-2020	Relighting Images in the Wild with a Self-Supervised Siamese Auto-Encoder by Yang Liu et al
12-09-2020	Recurrence-free unconstrained handwritten text recognition using gated fully convolutional network by Denis Coquenet et al
12-09-2020	DS-Net: Dynamic Spatiotemporal Network for Video Salient Object Detection by Yuting Su et al
12-09-2020	Self-supervised Human Detection and Segmentation via Multi-view Consensus by Isinsu Katircioglu et al
12-11-2020	Intrinsic Temporal Regularization for High-resolution Human Video Synthesis by Lingbo Yang et al
12-11-2020	Classifying Breast Histopathology Images with a Ductal Instance-Oriented Pipeline by Beibin Li et al

12-08-2020	2-Step Sparse-View CT Reconstruction with a Domain-Specific Perceptual Network by Haoyu Wei et al
12-09-2020	Contrastive Transformation for Self-supervised Correspondence Learning by Ning Wang et al
12-09-2020	Rigid and Articulated Point Registration with Expectation Conditional Maximization by Radu Horaud et al
12-11-2020	A Comprehensive Study of Deep Video Action Recognition by Yi Zhu et al
12-09-2020	Physics-Guided Spoof Trace Disentanglement for Generic Face Anti-Spoofing by Yaojie Liu et al
12-09-2020	Towards Annotation-Free Evaluation of Cross-Lingual Image Captioning by Aozhu Chen et al
12-11-2020	Feature Selection Based on Sparse Neural Network Layer with Normalizing Constraints by Peter Bugata et al
12-11-2020	Learning Edge-Preserved Image Stitching from Large-Baseline Deep Homography by Lang Nie et al
12-11-2020	AViNet: Diving Deep into Audio-Visual Saliency Prediction by Samyak Jain et al
12-11-2020	Superpixel Segmentation Based on Spatially Constrained Subspace Clustering by Hua Li et al
12-11-2020	RENATA: REpreseNtation And Training Alteration for Bias Mitigation by William Paul et al
12-10-2020	3D Scattering Tomography by Deep Learning with Architecture Tailored to Cloud Fields by Yael Sde-Chen et al
12-09-2020	Have convolutions already made recurrence obsolete for unconstrained handwritten text recognition ? by Denis Coquenet et al
12-09-2020	Simple is not Easy: A Simple Strong Baseline for TextVQA and TextCaps by Qi Zhu et al
12-10-2020	DSRNA: Differentiable Search of Robust Neural Architectures by Ramtin Hosseini et al
12-08-2020	ODFNet: Using orientation distribution functions to characterize 3D point clouds by Yusuf H. Sahin et al
12-09-2020	Deep Denoising of Flash and No-Flash Pairs for Photography in Low-Light Environments by Zhihao Xia et al
12-09-2020	Hateful Memes Detection via Complementary Visual and Linguistic Networks by Weibo Zhang et al
12-11-2020	Learning Omni-frequency Region-adaptive Representations for Real Image Super-Resolution by Xin Li et al
12-11-2020	Color-related Local Binary Pattern: A Learned Local Descriptor for Color Image Recognition by Bin Xiao et al
12-09-2020	Automatic Diagnosis of Malaria from Thin Blood Smear Images using Deep Convolutional Neural Network with Multi-Resolution Feature Fusion by Tanvir Mahmud et al
12-11-2020	Garment Recommendation with Memory Augmented Neural Networks by Lavinia De Divitiis et al
12-09-2020	Strong but Simple Baseline with Dual-Granularity Triplet Loss for Visible-Thermal Person Re-Identification by Haijun Liu et al
12-09-2020	vLPD-Net: A Registration-aided Domain Adaptation Network for 3D Point Cloud Based Place Recognition by Zhijian Qiao et al
12-08-2020	Provable Defense against Privacy Leakage in Federated Learning from Representation Perspective by Jingwei Sun et al
12-11-2020	Cyclic orthogonal convolutions for long-range integration of features by Federica Freddi et al
12-08-2020	Two-phase Pseudo Label Densification for Self-training based Domain Adaptation by Inkyu Shin et al
12-11-2020	One Point is All You Need: Directional Attention Point for Feature Learning by Liqiang Lin et al
12-11-2020	LayoutGMN: Neural Graph Matching for Structural Layout Similarity by Akshay Gadi Patil et al
12-11-2020	Iso-Points: Optimizing Neural Implicit Surfaces with Hybrid Representations by Wang Yifan et al
12-11-2020	Objectness-Guided Open Set Visual Search and Closed Set Detection by Nathan Drenkow et al
12-11-2020	Writer Identification and Writer Retrieval Based on NetVLAD with Re-ranking by Shervin Rasoulzadeh et al
12-11-2020	Detection of Binary Square Fiducial Markers Using an Event Camera by Hamid Sarmadi et al
12-11-2020	Exploring Facial Expressions and Affective Domains for Parkinson Detection by Luis Felipe Gomez-Gomez et al
12-11-2020	Automatic Test Suite Generation for Key-points Detection DNNs Using Many-Objective Search by Fitash Ul Haq et al
12-10-2020	Super-resolution Guided Pore Detection for Fingerprint Recognition by Syeda Nyma Ferdous et al
12-11-2020	DeepObjStyle: Deep Object-based Photo Style Transfer by Indra Deep Mastan et al
12-11-2020	Spatial Temporal Transformer Network for Skeleton-based Action Recognition by Chiara Plizzari et al
12-11-2020	EventHands: Real-Time Neural 3D Hand Reconstruction from an Event Stream by Viktor Rudnev et al
12-08-2020	Conditional Generation of Medical Images via Disentangled Adversarial Inference by Mohammad Havaei et al
12-11-2020	Context Matters: Graph-based Self-supervised Representation Learning for Medical Images by Li Sun et al
12-10-2020	A novel joint points and silhouette-based method to estimate 3D human pose and shape by Zhongguo Li et al
12-11-2020	Video Camera Identification from Sensor Pattern Noise with a Constrained ConvNet by Derrick Timmerman et al
12-08-2020	Robust Neural Routing Through Space Partitions for Camera Relocalization in Dynamic Indoor Environments by Siyan Dong et al
12-08-2020	Locally optimal detection of stochastic targeted universal adversarial perturbations by Amish Goel et al
12-11-2020	Imitation-Based Active Camera Control with Deep Convolutional Neural Network by Christos Kyrkou
12-11-2020	Self-Growing Spatial Graph Network for Context-Aware Pedestrian Trajectory Prediction by Sirin Haddad et al
12-10-2020	Mesoscopic photogrammetry with an unstabilized phone camera by Kevin C. Zhou et al
12-10-2020	Spatio-attentive Graphs for Human-Object Interaction Detection by Frederic Z. Zhang et al
12-11-2020	Random Projections for Adversarial Attack Detection by Nathan Drenkow et al
12-11-2020	Uncertainty-driven refinement of tumor-core segmentation using 3D-to-2D networks with label uncertainty by Richard McKinley et al
12-10-2020	Privacy-preserving medical image analysis by Alexander Ziller et al
12-09-2020	Learning Optimization-inspired Image Propagation with Control Mechanisms and Architecture Augmentations for Low-level Vision by Risheng Liu et al
12-11-2020	Cyclopean Geometry of Binocular Vision by Miles Hansard et al
12-08-2020	COVID-19 Detection in Chest X-Ray Images using a New Channel Boosted CNN by Saddam Hussain Khan et al
12-11-2020	A new automatic approach to seed image analysis: From acquisition to segmentation by A. M. P. G. Vale et al
12-11-2020	A Log-likelihood Regularized KL Divergence for Video Prediction with A 3D Convolutional Variational Recurrent Network by Haziq Razali et al
12-08-2020	3D Graph Anatomy Geometry-Integrated Network for Pancreatic Mass Segmentation, Diagnosis, and Quantitative Patient Management by Tianyi Zhao et al
12-10-2020	Image-Graph-Image Translation via Auto-Encoding by Chenyang Lu et al
12-10-2020	Vision-based Price Suggestion for Online Second-hand Items by Liang Han et al
12-10-2020	Uncertainty-Aware Deep Calibrated Salient Object Detection by Jing Zhang et al
12-11-2020	D2-Net: Weakly-Supervised Action Localization via Discriminative Embeddings and Denoised Activations by Sanath Narayan et al
12-10-2020	A Generative Approach for Detection-driven Underwater Image Enhancement by Chelsey Edge et al
12-11-2020	AIforCOVID: predicting the clinical outcomes in patients with COVID-19 applying AI to chest-X-rays. An Italian multicentre study by Paolo Soda et al
12-11-2020	A Multi-task Joint Framework for Real-time Person Search by Ye Li et al
12-11-2020	Dependency Decomposition and a Reject Option for Explainable Models by Jan Kronenberger et al
12-09-2020	Entropy Maximization and Meta Classification for Out-Of-Distribution Detection in Semantic Segmentation by Robin Chan et al
12-10-2020	A MAC-less Neural Inference Processor Supporting Compressed, Variable Precision Weights by Vincenzo Liguori
12-09-2020	State-of-the-art Machine Learning MRI Reconstruction in 2020: Results of the Second fastMRI Challenge by Matthew J. Muckley et al