2019.11.17 Vision papers

11-14-2019	Solving Inverse Problems by Joint Posterior Maximization with a VAE Prior by Mario González et al
11-14-2019	A Scalable Approach for Facial Action Unit Classifier Training UsingNoisy Data for Pre-Training by Alberto Fung et al
11-12-2019	Learning from a Teacher using Unlabeled Data by Gaurav Menghani et al
11-12-2019	Exploiting Local and Global Structure for Point Cloud Semantic Segmentation with Contextual Point Representations by Xu Wang et al
11-13-2019	Character Keypoint-based Homography Estimation in Scanned Documents for Efficient Information Extraction by Kushagra Mahajan et al
11-13-2019	LiDAR ICPS-net: Indoor Camera Positioning based-on Generative Adversarial Network for RGB to Point-Cloud Translation by Ali Ghofrani et al
11-12-2019	Scientific Image Restoration Anywhere by Vibhatha Abeykoon et al
11-12-2019	Image-Based Feature Representation for Insider Threat Classification by Gayathri R G et al
11-14-2019	SiamFC++: Towards Robust and Accurate Visual Tracking with Target Estimation Guidelines by Yinda Xu et al
11-14-2019	Convolutional Neural Network for Convective Storm Nowcasting Using 3D Doppler Weather Radar Data by Lei Han et al
11-13-2019	Adversarial Transformations for Semi-Supervised Learning by Teppei Suzuki et al
11-12-2019	Learning Non-Parametric Invariances from Data with Permanent Random Connectomes by Dipan K. Pal et al
11-13-2019	Motion Reasoning for Goal-Based Imitation Learning by De-An Huang et al
11-12-2019	Trainable Spectrally Initializable Matrix Transformations in Convolutional Neural Networks by Michele Alberti et al
11-14-2019	PI-RCNN: An Efficient Multi-sensor 3D Object Detector with Point-based Attentive Cont-conv Fusion Module by Liang Xie et al
11-14-2019	CMSN: Continuous Multi-stage Network and Variable Margin Cosine Loss for Temporal Action Proposal Generation by Yushuai Hu et al
11-15-2019	TinyCNN: A Tiny Modular CNN Accelerator for Embedded FPGA by Ali Jahanshahi
11-13-2019	CSPN++: Learning Context and Resource Aware Convolutional Spatial Propagation Networks for Depth Completion by Xinjing Cheng et al
11-15-2019	GraphX-Convolution for Point Cloud Deformation in 2D-to-3D Conversion by Anh-Duc Nguyen et al
11-14-2019	Give me (un)certainty -- An exploration of parameters that affect segmentation uncertainty by Katharina Hoebel et al
11-12-2019	Clustering by Directly Disentangling Latent Space by Fei Ding et al
11-13-2019	SpiralNet++: A Fast and Highly Efficient Mesh Convolution Operator by Shunwang Gong et al
11-13-2019	Image Differential Invariants by Hanlin Mo et al
11-13-2019	Knowledge Representing: Efficient, Sparse Representation of Prior Knowledge for Knowledge Distillation by Junjie Liu et al
11-12-2019	Visual cryptography in single-pixel imaging by Shuming Jiao et al
11-12-2019	Unsupervised Medical Image Segmentation with Adversarial Networks: From Edge Diagrams to Segmentation Maps by Umaseh Sivanesan et al
11-13-2019	Are We Ready for Service Robots? The OpenLORIS-Scene Datasets for Lifelong SLAM by Xuesong Shi et al
11-13-2019	Avoiding hashing and encouraging visual semantics in referential emergent language games by Daniela Mihai et al
11-12-2019	Pose estimation and bin picking for deformable products by Benjamin Joffe et al
11-14-2019	EdgeNet: Balancing Accuracy and Performance for Edge-based Convolutional Neural Network Object Detectors by George Plastiras et al
11-15-2019	Stagewise Knowledge Distillation by Akshay Kulkarni et al
11-13-2019	Crowd Video Captioning by Liqi Yan et al
11-13-2019	Multi-domain CT metal artifacts reduction using partial convolution based inpainting by Artem Pimkin et al
11-12-2019	Pose Guided Attention for Multi-label Fashion Image Classification by Beatriz Quintino Ferreira et al
11-13-2019	Accelerating cardiac cine MRI beyond compressed sensing using DL-ESPIRiT by Christopher M. Sandino et al
11-12-2019	Comparing pattern sensitivity of a convolutional neural network with an ideal observer and support vector machine by Fabian Reith et al
11-14-2019	Towards Pose-invariant Lip-Reading by Shiyang Cheng et al
11-14-2019	Progressive Feature Polishing Network for Salient Object Detection by Bo Wang et al
11-12-2019	A Hierarchy of Graph Neural Networks Based on Learnable Local Features by Michael Lingzhi Li et al
11-13-2019	Cost-efficient segmentation of electron microscopy images using active learning by Joris Roels et al
11-13-2019	IStego100K: Large-scale Image Steganalysis Dataset by Zhongliang Yang et al
11-13-2019	Vehicle Re-identification: exploring feature fusion using multi-stream convolutional networks by Icaro O. de Oliveira et al
11-13-2019	Visual-Inertial Localization for Skid-Steering Robots with Kinematic Constraints by Xingxing Zuo et al
11-12-2019	Merging-ISP: Multi-Exposure High Dynamic Range Image Signal Processing by Prashant Chaudhari et al
11-14-2019	Dectecting Invasive Ductal Carcinoma with Semi-Supervised Conditional GANs by Jeremiah W. Johnson
11-12-2019	Deep Variational Semi-Supervised Novelty Detection by Tal Daniel et al
11-12-2019	Recursive Filter for Space-Variant Variance Reduction by Alexander Zamyatin
11-14-2019	Semantic Granularity Metric Learning for Visual Search by Dipu Manandhar et al
11-14-2019	Self-Supervised Learning For Few-Shot Image Classification by Da Chen et al
11-15-2019	AdvKnn: Adversarial Attacks On K-Nearest Neighbor Classifiers With Approximate Gradients by Xiaodan Li et al
11-15-2019	Deep radiomic features from MRI scans predict survival outcome of recurrent glioblastoma by Ahmad Chaddad et al
11-14-2019	Human Annotations Improve GAN Performances by Juanyong Duan et al
11-15-2019	MMGAN: Generative Adversarial Networks for Multi-Modal Distributions by Teodora Pandeva et al
11-15-2019	CenterMask : Real-Time Anchor-Free Instance Segmentation by Youngwan Lee et al
11-13-2019	DARTS: DenseUnet-based Automatic Rapid Tool for brain Segmentation by Aakash Kaku et al
11-12-2019	Equalization Loss for Large Vocabulary Instance Segmentation by Jingru Tan et al
11-12-2019	Multi-hop Convolutions on Weighted Graphs by Qikui Zhu et al
11-12-2019	Exploiting Clinically Available Delineations for CNN-based Segmentation in Radiotherapy Treatment Planning by Louis D. van Harten et al
11-12-2019	Deep-Aligned Convolutional Neural Network for Skeleton-based Action Recognition and Segmentation by Babak Hosseini et al
11-12-2019	Automatic Online Quality Control of Synthetic CTs by Louis D. van Harten et al
11-12-2019	Recognizing Facial Expressions of Occluded Faces using Convolutional Neural Networks by Mariana-Iuliana Georgescu et al
11-14-2019	Harnessing spatial MRI normalization: patch individual filter layers for CNNs by Fabian Eitel et al
11-15-2019	On Model Robustness Against Adversarial Examples by Shufei Zhang et al
11-14-2019	Interpreting chest X-rays via CNNs that exploit disease dependencies and uncertainty labels by Hieu H. Pham et al
11-14-2019	Self-supervised Adversarial Training by Kejiang Chen et al
11-15-2019	Learning To Characterize Adversarial Subspaces by Xiaofeng Mao et al
11-13-2019	Self-labelling via simultaneous clustering and representation learning by Yuki Markus Asano et al
11-12-2019	Deep Multi-task Prediction of Lung Cancer and Cancer-free Progression from Censored Heterogenous Clinical Imaging by Riqiang Gao et al
11-14-2019	HUSE: Hierarchical Universal Semantic Embeddings by Pradyumna Narayana et al
11-12-2019	Semi-Supervised Multi-Organ Segmentation through Quality Assurance Supervision by Ho Hin Lee et al
11-12-2019	Data-Free Point Cloud Network for 3D Face Recognition by Ziyu et al
11-15-2019	Automated Augmentation with Reinforcement Learning and GANs for Robust Identification of Traffic Signs using Front Camera Images by Sohini Roy Chowdhury et al
11-15-2019	OpenLORIS-Object: A Dataset and Benchmark towards Lifelong Object Recognition by Qi She et al
11-15-2019	You Only Watch Once: A Unified CNN Architecture for Real-Time Spatiotemporal Action Localization by Okan Köpüklü et al
11-13-2019	DupNet: Towards Very Tiny Quantized CNN with Improved Accuracy for Face Detection by Hongxing Gao et al
11-13-2019	Statistical Deformation Reconstruction Using Multi-organ Shape Features for Pancreatic Cancer Localization by Megumi Nakao et al
11-14-2019	Multiple Style-Transfer in Real-Time by Michael Maring et al
11-14-2019	Efficient ConvNet-based Object Detection for Unmanned Aerial Vehicles by Selective Tile Processing by George Plastiras et al
11-14-2019	Iterative Answer Prediction with Pointer-Augmented Multimodal Transformers for TextVQA by Ronghang Hu et al
11-13-2019	Real or Fake? Spoofing State-Of-The-Art Face Synthesis Detection Systems by João C. Neves et al
11-13-2019	SynSig2Vec: Learning Representations from Synthetic Dynamic Signatures for Real-world Verification by Songxuan Lai et al
11-13-2019	Adversarial Margin Maximization Networks by Ziang Yan et al
11-13-2019	RWF-2000: An Open Large Scale Video Database for Violence Detection by Ming Cheng et al
11-14-2019	Does Face Recognition Accuracy Get Better With Age? Deep Face Matchers Say No by Vítor Albiero et al
11-14-2019	Contrast Phase Classification with a Generative Adversarial Network by Yucheng Tang et al
11-15-2019	A3GAN: An Attribute-aware Attentive Generative Adversarial Network for Face Aging by Yunfan Liu et al
11-13-2019	Momentum Contrast for Unsupervised Visual Representation Learning by Kaiming He et al
11-13-2019	Understanding the Disharmony between Weight Normalization Family and Weight Decay: ϵ−ϵ−shifted L2L2 Regularizer by Li Xiang et al
11-15-2019	Single Image Reflection Removal through Cascaded Refinement by Chao Li et al
11-14-2019	Gated Variational AutoEncoders: Incorporating Weak Supervision to Encourage Disentanglement by Matthew J. Vowels et al
11-13-2019	GIFT: Learning Transformation-Invariant Dense Visual Descriptors via Group CNNs by Yuan Liu et al
11-14-2019	SimVODIS: Simultaneous Visual Odometry, Object Detection, and Instance Segmentation by Ue-Hwan Kim et al
11-14-2019	CartoonRenderer: An Instance-based Multi-Style Cartoon Image Translator by Yugang Chen et al
11-14-2019	Self-Supervised Learning of State Estimation for Manipulating Deformable Linear Objects by Mengyuan Yan et al
11-12-2019	Learning Motion Priors for Efficient Video Object Detection by Zhengkai Jiang et al
11-12-2019	Location-aware Upsampling for Semantic Segmentation by Xiangyu He et al
11-12-2019	Experience-Embedded Visual Foresight by Lin Yen-Chen et al
11-12-2019	Time-Dynamic Estimates of the Reliability of Deep Semantic Segmentation Networks by Kira Maag et al
11-14-2019	Fetal Head and Abdomen Measurement Using Convolutional Neural Network, Hough Transform, and Difference of Gaussian Revolved along Elliptical Path (Dogell) Algorithm by Kezia Irene et al
11-15-2019	In-domain representation learning for remote sensing by Maxim Neumann et al
11-15-2019	Simple iterative method for generating targeted universal adversarial perturbations by Hokuto Hirano et al
11-15-2019	Single View Distortion Correction using Semantic Guidance by Szabolcs-Botond Lőrincz et al
11-13-2019	Extracting 2D weak labels from volume labels using multiple instance learning in CT hemorrhage detection by Samuel W. Remedios et al
11-12-2019	Selective Brain Damage: Measuring the Disparate Impact of Model Pruning by Sara Hooker et al
11-14-2019	An Improved Tobit Kalman Filter with Adaptive Censoring Limits by Kostas Loumponias et al
11-13-2019	VisionISP: Repurposing the Image Signal Processor for Computer Vision Applications by Chyuan-Tyng Wu et al
11-12-2019	Deep Encoder-decoder Adversarial Reconstruction (DEAR) Network for 3D CT from Few-view Data by Huidong Xie et al
11-12-2019	Kaolin: A PyTorch Library for Accelerating 3D Deep Learning Research by Krishna Murthy Jatavallabhula et al
11-12-2019	Grouping Capsules Based Different Types by Qiang Ren
11-14-2019	Question-Conditioned Counterfactual Image Generation for VQA by Jingjing Pan et al