2020.3.30 Vision papers

03-24-2020	Deep Line Art Video Colorization with a Few References by Min Shi et al
03-25-2020	Rethinking Few-Shot Image Classification: a Good Embedding Is All You Need? by Yonglong Tian et al
03-24-2020	Deformable Style Transfer by Sunnie S. Y. Kim et al
03-25-2020	COVID-19 Image Data Collection by Joseph Paul Cohen et al
03-25-2020	VIOLIN: A Large-Scale Dataset for Video-and-Language Inference by Jingzhou Liu et al
03-24-2020	ML-SIM: A deep neural network for reconstruction of structured illumination microscopy images by Charles N. Christensen et al
03-25-2020	Learning to Correct Overexposed and Underexposed Photos by Mahmoud Afifi et al
03-24-2020	G2L-Net: Global to Local Network for Real-time 6D Pose Estimation with Embedding Vector Features by Wei Chen et al
03-27-2020	Controllable Person Image Synthesis with Attribute-Decomposed GAN by Yifang Men et al
03-26-2020	Use the Force, Luke! Learning to Predict Physical Forces by Simulating Effects by Kiana Ehsani et al
03-26-2020	Robust Classification of High-Dimensional Spectroscopy Data Using Deep Learning and Data Synthesis by James Houston et al
03-25-2020	Covid-19: Automatic detection from X-Ray images utilizing Transfer Learning with Convolutional Neural Networks by Ioannis D. Apostolopoulos et al
03-26-2020	Cycle Text-To-Image GAN with BERT by Trevor Tsue et al
03-25-2020	BachGAN: High-Resolution Image Synthesis from Salient Object Layout by Yandong Li et al
03-25-2020	Mask Encoding for Single Shot Instance Segmentation by Rufeng Zhang et al
03-25-2020	Interval Neural Networks: Uncertainty Scores by Luis Oala et al
03-26-2020	Compact Deep Aggregation for Set Retrieval by Yujie Zhong et al
03-25-2020	Fastidious Attention Network for Navel Orange Segmentation by Xiaoye Sun et al
03-26-2020	Are Labels Necessary for Neural Architecture Search? by Chenxi Liu et al
03-26-2020	Image Generation Via Minimizing Fr\echet Distance in Discriminator Feature Space by Khoa D. Doan et al
03-24-2020	PanNuke Dataset Extension, Insights and Baselines by Jevgenij Gamper et al
03-26-2020	Real-time 3D Deep Multi-Camera Tracking by Quanzeng You et al
03-26-2020	DCNAS: Densely Connected Neural Architecture Search for Semantic Image Segmentation by Xiong Zhang et al
03-26-2020	Negative Margin Matters: Understanding Margin in Few-shot Classification by Bin Liu et al
03-25-2020	Prior-enlightened and Motion-robust Video Deblurring by Ya Zhou et al
03-25-2020	iTAML: An Incremental Task-Agnostic Meta-learning Approach by Jathushan Rajasegaran et al
03-26-2020	Severity Assessment of Coronavirus Disease 2019 (COVID-19) Using Quantitative Features from Chest CT Images by Zhenyu Tang et al
03-26-2020	Matrix Smoothing: A Regularization for DNN with Transition Matrix under Noisy Labels by Xianbin Lv et al
03-26-2020	Towards Backward-Compatible Representation Learning by Yantao Shen et al
03-26-2020	DeepCrashTest: Turning Dashcam Videos into Virtual Crash Tests for Automated Driving Systems by Sai Krishna Bashetty et al
03-25-2020	Learning Layout and Style Reconfigurable GANs for Controllable Image Synthesis by Wei Sun et al
03-27-2020	Modeling 3D Shapes by Reinforcement Learning by Cheng Lin et al
03-26-2020	Neural encoding and interpretation for high-level visual cortices based on fMRI using image caption features by Kai Qiao et al
03-26-2020	P ≈≈ NP, at least in Visual Question Answering by Shailza Jolly et al
03-24-2020	Holopix50k: A Large-Scale In-the-wild Stereo Image Dataset by Yiwen Hua et al
03-25-2020	Classification of the Chinese Handwritten Numbers with Supervised Projective Dictionary Pair Learning by Rasool Ameri et al
03-24-2020	A Survey of Methods for Low-Power Deep Learning and Computer Vision by Abhinav Goel et al
03-26-2020	Hit-Detector: Hierarchical Trinity Architecture Search for Object Detection by Jianyuan Guo et al
03-26-2020	Correspondence Networks with Adaptive Neighbourhood Consensus by Shuda Li et al
03-25-2020	ASFD: Automatic and Scalable Face Detector by Bin Zhang et al
03-24-2020	PADS: Policy-Adapted Sampling for Visual Similarity Learning by Karsten Roth et al
03-26-2020	The 1st Challenge on Remote Physiological Signal Sensing (RePSS) by Xiaobai Li et al
03-26-2020	RAFT: Recurrent All-Pairs Field Transforms for Optical Flow by Zachary Teed et al
03-26-2020	Memory Enhanced Global-Local Aggregation for Video Object Detection by Yihong Chen et al
03-26-2020	Instance Credibility Inference for Few-Shot Learning by Yikai Wang et al
03-25-2020	Deep Grouping Model for Unified Perceptual Parsing by Zhiheng Li et al
03-26-2020	Zero-Assignment Constraint for Graph Matching with Outliers by Fudong Wang et al
03-25-2020	Safety-Aware Hardening of 3D Object Detection Neural Network Systems by Chih-Hong Cheng
03-26-2020	Coronary Artery Segmentation in Angiographic Videos Using A 3D-2D CE-Net by Lu Wang et al
03-24-2020	On Localizing a Camera from a Single Image by Pradipta Ghosh et al
03-26-2020	Pseudo-Labeling for Small Lesion Detection on Diabetic Retinopathy Images by Qilei Chen et al
03-24-2020	BigNAS: Scaling Up Neural Architecture Search with Big Single-Stage Models by Jiahui Yu et al
03-24-2020	Adversarial Light Projection Attacks on Face Recognition Systems: A Feasibility Study by Luan Nguyen et al
03-24-2020	Generating Chinese Poetry from Images via Concrete and Abstract Information by Yusen Liu et al
03-26-2020	Weakly-supervised 3D coronary artery reconstruction from two-view angiographic images by Lu Wang et al
03-26-2020	Convolutional Neural Networks for Image-based Corn Kernel Detection and Counting by Saeed Khaki et al
03-26-2020	Learning Inverse Rendering of Faces from Real-world Videos by Yuda Qiu et al
03-26-2020	Grounded Situation Recognition by Sarah Pratt et al
03-27-2020	COVID-19 Screening on Chest X-ray Images Using Deep Learning based Anomaly Detection by Jianpeng Zhang et al
03-24-2020	How deep is your encoder: an analysis of features descriptors for an autoencoder-based audio-visual quality metric by Helard Martinez et al
03-24-2020	Joint Deep Cross-Domain Transfer Learning for Emotion Recognition by Dung Nguyen et al
03-25-2020	What Deep CNNs Benefit from Global Covariance Pooling: An Optimization Perspective by Qilong Wang et al
03-26-2020	Milking CowMask for Semi-Supervised Image Classification by Geoff French et al
03-25-2020	Not all domains are equally complex: Adaptive Multi-Domain Learning by Ali Senhaji et al
03-24-2020	Removing Dynamic Objects for Static Scene Reconstruction using Light Fields by Pushyami Kaveti et al
03-25-2020	DeepStrip: High Resolution Boundary Refinement by Peng Zhou et al
03-26-2020	Do Deep Minds Think Alike? Selective Adversarial Attacks for Fine-Grained Manipulation of Multiple Deep Neural Networks by Zain Khan et al
03-26-2020	Rethinking Online Action Detection in Untrimmed Videos: A Novel Online Evaluation Protocol by Marcos Baptista Rios et al
03-27-2020	Lightweight Photometric Stereo for Facial Details Recovery by Xueying Wang et al
03-27-2020	MiLeNAS: Efficient Neural Architecture Search via Mixed-Level Reformulation by Chaoyang He et al
03-24-2020	FADNet: A Fast and Accurate Network for Disparity Estimation by Qiang Wang et al
03-24-2020	Know Your Surroundings: Exploiting Scene Information for Object Tracking by Goutam Bhat et al
03-26-2020	Egoshots, an ego-vision life-logging dataset and semantic fidelity metric to evaluate diversity in image captioning models by Pranav Agarwal et al
03-24-2020	Deep Local Shapes: Learning Local SDF Priors for Detailed 3D Reconstruction by Rohan Chabra et al
03-24-2020	Hybrid Classification and Reasoning for Image-based Constraint Solving by Maxime Mulamba et al
03-24-2020	Automatic Detection of Coronavirus Disease (COVID-19) Using X-ray Images and Deep Convolutional Neural Networks by Ali Narin et al
03-25-2020	Improved Techniques for Training Single-Image GANs by Tobias Hinz et al
03-24-2020	Learning Compact Reward for Image Captioning by Nannan Li et al
03-25-2020	DCDLearn: Multi-order Deep Cross-distance Learning for Vehicle Re-Identification by Rixing Zhu et al
03-24-2020	PoisHygiene: Detecting and Mitigating Poisoning Attacks in Neural Networks by Junfeng Guo et al
03-24-2020	Rethinking Class-Balanced Methods for Long-Tailed Visual Recognition from a Domain Adaptation Perspective by Muhammad Abdullah Jamal et al
03-24-2020	A Systematic Evaluation: Fine-Grained CNN vs. Traditional CNN Classifiers by Saeed Anwar et al
03-24-2020	Two-Step Surface Damage Detection Scheme using Convolutional Neural Network and Artificial Neural Neural by Alice Yi Yang et al
03-24-2020	Learning regularization and intensity-gradient-based fidelity for single image super resolution by Hu Liang et al
03-25-2020	SCATTER: Selective Context Attentional Scene Text Recognizer by Ron Litman et al
03-27-2020	Convolutional Spiking Neural Networks for Spatio-Temporal Feature Extraction by Ali Samadzadeh et al
03-24-2020	Tractogram filtering of anatomically non-plausible fibers with geometric deep learning by Pietro Astolfi et al
03-24-2020	COVIDX-Net: A Framework of Deep Learning Classifiers to Diagnose COVID-19 in X-Ray Images by Ezz El-Din Hemdan et al
03-24-2020	Patch-based Non-Local Bayesian Networks for Blind Confocal Microscopy Denoising by Saeed Izadi et al
03-27-2020	One-Shot GAN Generated Fake Face Detection by Hadi Mansourifar et al
03-25-2020	End-to-End Entity Classification on Multimodal Knowledge Graphs by W. X. Wilcke et al
03-25-2020	A New Multiple Max-pooling Integration Module and Cross Multiscale Deconvolution Network Based on Image Semantic Segmentation by Hongfeng You et al
03-24-2020	Gen-LaneNet: A Generalized and Scalable Approach for 3D Lane Detection by Yuliang Guo et al
03-24-2020	Re-Training StyleGAN -- A First Step Towards Building Large, Scalable Synthetic Facial Datasets by Viktor Varkarakis et al
03-25-2020	VaB-AL: Incorporating Class Imbalance and Difficulty with Variational Bayes for Active Learning by Jongwon Choi et al
03-24-2020	Real-time 3D object proposal generation and classification under limited processing resources by Xuesong Li et al
03-25-2020	Two-stage Discriminative Re-ranking for Large-scale Landmark Retrieval by Shuhei Yokoo et al
03-25-2020	Cylindrical Convolutional Networks for Joint Object Detection and Viewpoint Estimation by Sunghun Joung et al
03-26-2020	Local Facial Makeup Transfer via Disentangled Representation by Zhaoyang Sun et al
03-27-2020	An Investigation into the Stochasticity of Batch Whitening by Lei Huang et al
03-25-2020	Circumventing Outliers of AutoAugment with Knowledge Distillation by Longhui Wei et al
03-24-2020	TeCNO: Surgical Phase Recognition with Multi-Stage Temporal Convolutional Networks by Tobias Czempiel et al
03-25-2020	PyMatting: A Python Library for Alpha Matting by Thomas Germer et al
03-25-2020	Content Adaptive and Error Propagation Aware Deep Video Compression by Guo Lu et al
03-24-2020	CRNet: Cross-Reference Networks for Few-Shot Segmentation by Weide Liu et al
03-25-2020	Fisheye Distortion Rectification from Deep Straight Lines by Zhu-Cun Xue et al
03-26-2020	HERS: Homomorphically Encrypted Representation Search by Joshua J. Engelsma et al
03-25-2020	Multiscale Sparsifying Transform Learning for Image Denoising by Ashkan Abbasi et al
03-25-2020	Commentaries on Learning Sensorimotor Control with Neuromorphic Sensors: Toward Hyperdimensional Active Perception [Science Robotics Vol. 4 Issue 30 (2019) 1-10 by Denis Kleyko et al
03-24-2020	Organ Segmentation From Full-size CT Images Using Memory-Efficient FCN by Chenglong Wang et al
03-24-2020	Exploiting Event Cameras by Using a Network Grafting Algorithm by Yuhuang Hu et al
03-24-2020	Modeling Cross-view Interaction Consistency for Paired Egocentric Interaction Recognition by Zhongguo Li et al
03-25-2020	Learning What to Learn for Video Object Segmentation by Goutam Bhat et al
03-24-2020	Fusing Wearable IMUs with Multi-View Images for Human Pose Estimation: A Geometric Approach by Zhe Zhang et al
03-24-2020	Scalable learning for bridging the species gap in image-based plant phenotyping by Daniel Ward et al
03-25-2020	A Unified Object Motion and Affinity Model for Online Multi-Object Tracking by Junbo Yin et al
03-27-2020	Generalizable Semantic Segmentation via Model-agnostic Learning and Target-specific Normalization by Jian Zhang et al
03-27-2020	Enhanced Self-Perception in Mixed Reality: Egocentric Arm Segmentation and Database with Automatic Labelling by Ester Gonzalez-Sosa et al
03-26-2020	Action Localization through Continual Predictive Learning by Sathyanarayanan N. Aakur et al
03-24-2020	Bootstrapping Weakly Supervised Segmentation-free Word Spotting through HMM-based Alignment by Tomas Wilkinson et al
03-24-2020	Aerial Imagery based LIDAR Localization for Autonomous Vehicles by Ankit Vora et al
03-25-2020	Data Uncertainty Learning in Face Recognition by Jie Chang et al
03-25-2020	SPFCN: Select and Prune the Fully Convolutional Networks for Real-time Parking Slot Detection by Zhuoping Yu et al
03-25-2020	HP2IFS: Head Pose estimation exploiting Partitioned Iterated Function Systems by Carmen Bisogni et al
03-25-2020	Training Binary Neural Networks with Real-to-Binary Convolutions by Brais Martinez et al
03-25-2020	GreedyNAS: Towards Fast One-Shot NAS with Greedy Supernet by Shan You et al
03-26-2020	SaccadeNet: A Fast and Accurate Object Detector by Shiyi Lan et al
03-27-2020	Towards Discriminability and Diversity: Batch Nuclear-norm Maximization under Label Insufficient Situations by Shuhao Cui et al
03-24-2020	Dataset Cleaning -- A Cross Validation Methodology for Large Facial Datasets using Face Recognition by Viktor Varkarakis et al
03-24-2020	Multi-Scale Progressive Fusion Network for Single Image Deraining by Kui Jiang et al
03-24-2020	Generalizing Spatial Transformers to Projective Geometry with Applications to 2D/3D Registration by Cong Gao et al
03-27-2020	Weakly Supervised Dataset Collection for Robust Person Detection by Munetaka Minoguchi et al
03-27-2020	Dynamic Region-Aware Convolution by Jin Chen et al
03-24-2020	Dynamic Hierarchical Mimicking Towards Consistent Optimization Objectives by Duo Li et al
03-25-2020	Visual-Inertial Telepresence for Aerial Manipulation by Jongseok Lee et al
03-24-2020	RN-VID: A Feature Fusion Architecture for Video Object Detection by Hughes Perreault et al
03-27-2020	Towards Accurate Scene Text Recognition with Semantic Reasoning Networks by Deli Yu et al
03-26-2020	ParSeNet: A Parametric Surface Fitting Network for 3D Point Clouds by Gopal Sharma et al
03-27-2020	Probabilistic Regression for Visual Tracking by Martin Danelljan et al
03-27-2020	DA-NAS: Data Adapted Pruning for Efficient Neural Architecture Search by Xiyang Dai et al
03-27-2020	Assessing Image Quality Issues for Real-World Problem by Tai-Yin Chiu et al
03-24-2020	Registration by tracking for sequential 2D MRI by Niklas Gunnarsson et al
03-26-2020	Multi-Granularity Reference-Aided Attentive Feature Aggregation for Video-based Person Re-identification by Zhizheng Zhang et al
03-24-2020	Learning to Reconstruct Confocal Microscopy Stacks from Single Light Field Images by Josue Page et al
03-26-2020	Going in circles is the way forward: the role of recurrence in visual inference by Ruben S. van Bergen et al
03-27-2020	Learning to Optimize Non-Rigid Tracking by Yang Li et al
03-26-2020	Pedestrian Detection with Wearable Cameras for the Blind: A Two-way Perspective by Kyungjun Lee et al
03-26-2020	Real-time information retrieval from Identity cards by Niloofar Tavakolian et al
03-27-2020	A Comprehensive Review for Breast Histopathology Image Analysis Using Classical and Deep Neural Networks by Xiaomin Zhou et al
03-24-2020	Do We Need Depth in State-Of-The-Art Face Authentication? by Amir Livne et al
03-27-2020	CurlingNet: Compositional Learning between Images and Text for Fashion IQ Data by Youngjae Yu et al
03-24-2020	EllipBody: A Light-weight and Part-based Representation for Human Pose and Shape Recovery by Min Wang et al
03-25-2020	PiP: Planning-informed Trajectory Prediction for Autonomous Driving by Haoran Song et al
03-27-2020	Tackling Two Challenges of 6D Object Pose Estimation: Lack of Real Annotated RGB Images and Scalability to Number of Objects by Juil Sock et al
03-27-2020	Hybrid Models for Open Set Recognition by Hongjie Zhang et al
03-27-2020	Learning Implicit Surface Light Fields by Michael Oechsle et al
03-24-2020	MaskFlownet: Asymmetric Feature Matching with Learnable Occlusion Mask by Shengyu Zhao et al
03-27-2020	Weakly-Supervised Action Localization by Generative Attention Modeling by Baifeng Shi et al
03-27-2020	Augmenting Colonoscopy using Extended and Directional CycleGAN for Lossy Image Translation by Shawn Mathew et al
03-26-2020	An improved 3D region detection network: automated detection of the 12th thoracic vertebra in image guided radiation therapy by Yunhe Xie et al