2019.11.24 Vision papers

11-25-2019	Progressive Retinex: Mutually Reinforced Illumination-Noise Perception Network for Low Light Image Enhancement by Yang Wang et al
11-22-2019	Invert and Defend: Model-based Approximate Inversion of Generative Adversarial Networks for Secure Inference by Wei-An Lin et al
11-23-2019	Looking at the right stuff -- Guided semantic-gaze for autonomous driving by Anwesan Pal et al
11-24-2019	Appearance Composing GAN: A General Method for Appearance-Controllable Human Video Motion Transfer by Dongxu Wei et al
11-25-2019	Radius Adaptive Convolutional Neural Network by Meisam Rakhshanfar
11-21-2019	Crowd Density Forecasting by Modeling Patch-based Dynamics by Hiroaki Minoura et al
11-21-2019	2SDR: Applying Kronecker Envelope PCA to denoise Cryo-EM Images by Szu-Chi Chung et al
11-21-2019	Graph Pruning for Model Compression by Mingyang Zhang et al
11-25-2019	Hexagonal Image Processing in the Context of Machine Learning: Conception of a Biologically Inspired Hexagonal Deep Learning Framework by Tobias Schlosser et al
11-25-2019	A Novel Visual Fault Detection and Classification System for Semiconductor Manufacturing Using Stacked Hybrid Convolutional Neural Networks by Tobias Schlosser et al
11-21-2019	LCD: Learned Cross-Domain Descriptors for 2D-3D Matching by Quang-Hieu Pham et al
11-21-2019	Simultaneous Implementation Features Extraction and Recognition Using C3D Network for WiFi-based Human Activity Recognition by Liu Yafeng et al
11-21-2019	Data Proxy Generation for Fast and Efficient Neural Architecture Search by Minje Park
11-21-2019	MIMAMO Net: Integrating Micro- and Macro-motion for Video Emotion Recognition by Didan Deng et al
11-21-2019	ReMixMatch: Semi-Supervised Learning with Distribution Alignment and Augmentation Anchoring by David Berthelot et al
11-21-2019	Synthetic vs Real: Deep Learning on Controlled Noise by Lu Jiang et al
11-23-2019	3FabRec: Fast Few-shot Face alignment by Reconstruction by Bjoern Browatzki et al
11-23-2019	Normal Assisted Stereo Depth Estimation by Uday Kusupati et al
11-23-2019	Ground Truth Simulation for Deep Learning Classification of Mid-Resolution Venus Images Via Unmixing of High-Resolution Hyperspectral Fenix Data by Ido Faran et al
11-21-2019	Teaching Perception by Jonathan Connell
11-25-2019	Prototype Rectification for Few-Shot Learning by Jinlu Liu et al
11-21-2019	A Comparative Evaluation of SGM Variants (including a New Variant, tMGM) for Dense Stereo Matching by Sonali Patil et al
11-21-2019	Voice-Face Cross-modal Matching and Retrieval: A Benchmark by Chuyuan Xiong et al
11-23-2019	Universal Adversarial Perturbations to Understand Robustness of Texture vs. Shape-biased Training by Kenneth T. Co et al
11-25-2019	Learning New Tricks from Old Dogs -- Inter-Species, Inter-Tissue Domain Adaptation for Mitotic Figure Assessment by Marc Aubreville et al
11-22-2019	PAG-Net: Progressive Attention Guided Depth Super-resolution Network by Arpit Bansal et al
11-24-2019	Reinventing 2D Convolutions for 3D Medical Images by Jiancheng Yang et al
11-22-2019	Learnable Pooling in Graph Convolution Networks for Brain Surface Analysis by Karthik Gopinath et al
11-22-2019	BlendedMVS: A Large-scale Dataset for Generalized Multi-view Stereo Networks by Yao Yao et al
11-24-2019	Reducing the Human Effort in Developing PET-CT Registration by Teaghan O'Briain et al
11-24-2019	Deep Visual Waterline Detection within Inland Marine Environment by Jing Huang et al
11-24-2019	Image Cropping with Composition and Saliency Aware Aesthetic Score Map by Yi Tu et al
11-24-2019	Two Causal Principles for Improving Visual Dialog by Jiaxin Qi et al
11-25-2019	Event Recognition with Automatic Album Detection based on Sequential Processing, Neural Attention and Image Captioning by Andrey V. Savchenko
11-25-2019	Real-Time Object Tracking via Meta-Learning: Efficient Model Adaptation and One-Shot Channel Pruning by Ilchae Jung et al
11-25-2019	GBCNs: Genetic Binary Convolutional Networks for Enhancing the Performance of 1-bit DCNNs by Chunlei Liu et al
11-25-2019	Point Cloud Processing via Recurrent Set Encoding by Pengxiang Wu et al
11-25-2019	AOP: An Anti-overfitting Pretreatment for Practical Image-based Plant Diagnosis by Takumi Saikawa et al
11-25-2019	Structured Multi-Hashing for Model Compression by Elad Eban et al
11-21-2019	AdaFilter: Adaptive Filter Fine-tuning for Deep Transfer Learning by Yunhui Guo et al
11-21-2019	Image Aesthetics Assessment using Multi Channel Convolutional Neural Networks by Nishi Doshi et al
11-25-2019	End-to-End Model-Free Reinforcement Learning for Urban Driving using Implicit Affordances by Marin Toromanoff et al
11-22-2019	Locality Constraint Dictionary Learning with Support Vector for Pattern Classification by He-Feng Yin et al
11-25-2019	Learning Efficient Video Representation with Video Shuffle Networks by Pingchuan Ma et al
11-24-2019	Inverse-Transform AutoEncoder for Anomaly Detection by Chaoqing Huang et al
11-24-2019	Neural Storyboard Artist: Visualizing Stories with Coherent Image Sequences by Shizhe Chen et al
11-25-2019	Deep Decomposition Learning for Inverse Imaging Problems by Dongdong Chen et al
11-25-2019	Nearest Neighbor Sampling of Point Sets using Random Rays by Liangchen Liu et al
11-25-2019	Empirical Study of Easy and Hard Examples in CNN Training by Ikki Kishida et al
11-22-2019	Shape Detection In 2D Ultrasound Images by Ruturaj Gole et al
11-25-2019	Autolabeling 3D Objects with Differentiable Rendering of SDF Shape Priors by Sergey Zakharov et al
11-22-2019	Simplified_edition_Multi-robot SLAM Multi-view Target Tracking based on Panoramic Vision in Irregular Environment by R. Q. Wang et al
11-24-2019	Rethinking Softmax with Cross-Entropy: Neural Network Classifier as Mutual Information Estimator by Zhenyue Qin et al
11-22-2019	Retinal Vessel Segmentation based on Fully Convolutional Networks by Zhengyuan Liu
11-21-2019	Ocular Recognition Databases and Competitions: A Survey by Luiz A. Zanlorensi et al
11-21-2019	Relation Network for Person Re-identification by Hyunjong Park et al
11-21-2019	Quantization Networks by Jiwei Yang et al
11-25-2019	Discriminative training of conditional random fields with probably submodular constraints by Maxim Berman et al
11-25-2019	Deep Image Deraining Via Intrinsic Rainy Image Priors and Multi-scale Auxiliary Decoding by Yinglong Wang et al
11-25-2019	Sub-frame Appearance and 6D Pose Estimation of Fast Moving Objects by Denys Rozumnyi et al
11-22-2019	Domain Adaptation for Object Detection via Style Consistency by Adrian Lopez Rodriguez et al
11-22-2019	Enhancing Cross-task Black-Box Transferability of Adversarial Examples with Dispersion Reduction by Yantao Lu et al
11-23-2019	On Symbiosis of Attribute Prediction and Semantic Segmentation by Mahdi M. Kalayeh et al
11-21-2019	Third-Person Visual Imitation Learning via Decoupled Hierarchical Controller by Pratyusha Sharma et al
11-21-2019	Knowledge Graph Transfer Network for Few-Shot Recognition by Riquan Chen et al
11-21-2019	Large-scale Multi-view Subspace Clustering in Linear Time by Zhao Kang et al
11-25-2019	Efficient Saliency Maps for Explainable AI by T. Nathan Mundhenk et al
11-25-2019	Motion-Based Generator Model: Unsupervised Disentanglement of Appearance, Trackable and Intrackable Motions in Dynamic Patterns by Jianwen Xie et al
11-22-2019	SM-NAS: Structural-to-Modular Neural Architecture Search for Object Detection by Lewei Yao et al
11-22-2019	Deriving star cluster parameters with convolutional neural networks. II. Extinction and cluster/background classification by J. Bialopetravičius et al
11-24-2019	Exploiting Operation Importance for Differentiable Neural Architecture Search by Xukai Xie et al
11-21-2019	xBD: A Dataset for Assessing Building Damage from Satellite Imagery by Ritwik Gupta et al
11-21-2019	Robust Conditional GAN from Uncertainty-Aware Pairwise Comparisons by Ligong Han et al
11-21-2019	Furnishing Your Room by What You See: An End-to-End Furniture Set Retrieval Framework with Rich Annotated Benchmark Dataset by Bingyuan Liu et al
11-21-2019	Few Shot Network Compression via Cross Distillation by Haoli Bai et al
11-25-2019	Fast and Generalized Adaptation for Few-Shot Learning by Liang Song et al
11-21-2019	Rethinking Normalization and Elimination Singularity in Neural Networks by Siyuan Qiao et al
11-22-2019	Spotting insects from satellites: modeling the presence of Culicoides imicola through Deep CNNs by Stefano Vincenzi et al
11-22-2019	Real-Time 3D Model Tracking in Color and Depth on a Single CPU Core by Wadim Kehl et al
11-22-2019	ViewSynth: Learning Local Features from Depth using View Synthesis by Jisan Mahmud et al
11-22-2019	TPsgtR: Neural-Symbolic Tensor Product Scene-Graph-Triplet Representation for Image Captioning by Chiranjib Sur
11-22-2019	Spectral Graph Transformer Networks for Brain Surface Parcellation by Ran He et al
11-22-2019	Direct Classification of Type 2 Diabetes From Retinal Fundus Images in a Population-based Sample From The Maastricht Study by Friso G. Heslinga et al
11-25-2019	Deep Image-to-Video Adaptation and Fusion Networks for Action Recognition by Yang Liu et al
11-25-2019	Fast and Incremental Loop Closure Detection Using Proximity Graphs by Shan An et al
11-21-2019	Real-time Ultrasound-enhanced Multimodal Imaging of Tongue using 3D Printable Stabilizer System: A Deep Learning Approach by M. Hamed Mozaffari et al
11-22-2019	Joint Spatial and Angular Super-Resolution from a Single Image by Andre Ivan et al
11-24-2019	dpVAEs: Fixing Sample Generation for Regularized VAEs by Riddhish Bhalodia et al
11-21-2019	Adversarial Examples Improve Image Recognition by Cihang Xie et al
11-21-2019	Heuristic Black-box Adversarial Attacks on Video Recognition Models by Zhipeng Wei et al
11-21-2019	Synthesizing Visual Illusions Using Generative Adversarial Networks by Alexander Gomez-Villa et al
11-23-2019	Simple and Lightweight Human Pose Estimation by Zhe Zhang et al
11-24-2019	Mitigate Bias in Face Recognition using Skewness-Aware Reinforcement Learning by Mei Wang et al
11-24-2019	Pixel Adaptive Filtering Units by Filippos Kokkinos et al
11-22-2019	Multi-source Distilling Domain Adaptation by Sicheng Zhao et al
11-22-2019	Unsupervised Learning for Intrinsic Image Decomposition from a Single Image by Yunfei Liu et al
11-22-2019	DLGAN: Disentangling Label-Specific Fine-Grained Features for Image Manipulation by Guanqi Zhan et al
11-21-2019	TEINet: Towards an Efficient Architecture for Video Recognition by Zhaoyang Liu et al
11-23-2019	GRASPEL: Graph Spectral Learning at Scale by Yongyu Wang et al
11-24-2019	Simple Pose: Rethinking and Improving a Bottom-up Approach for Multi-Person Pose Estimation by Jia Li et al
11-23-2019	Shape Detection of Liver From 2D Ultrasound Images by Md Abdul Mutalab Shaykat et al
11-23-2019	Unsupervised Keyword Extraction for Full-sentence VQA by Kohei Uehara et al
11-24-2019	Towards a Hypothesis on Visual Transformation based Self-Supervision by Dipan K. Pal et al
11-25-2019	Calibrated Domain-Invariant Learning for Highly Generalizable Large Scale Re-Identification by Ye Yuan et al
11-25-2019	Spatial-Aware GAN for Unsupervised Person Re-identification by Fangneng Zhan et al
11-25-2019	Fine-grained Attention and Feature-sharing Generative Adversarial Networks for Single Image Super-Resolution by Yitong Yan et al
11-25-2019	Regularized Fine-grained Meta Face Anti-spoofing by Rui Shao et al
11-25-2019	Explaining Neural Networks via Perturbing Important Learned Features by Ashkan Khakzar et al
11-24-2019	2D Wasserstein Loss for Robust Facial Landmark Detection by Yongzhe Yan et al
11-24-2019	Facial Landmark Correlation Analysis by Yongzhe Yan et al
11-24-2019	Image-based table recognition: data, model, and evaluation by Xu Zhong et al
11-24-2019	Robot Learning and Execution of Collaborative Manipulation Plans from YouTube Videos by Hejia Zhang et al
11-25-2019	Shape Reconstruction by Learning Differentiable Surface Representations by Jan Bednarik et al
11-22-2019	Class-specific residual constraint non-negative representation for pattern classification by He-Feng Yin et al
11-21-2019	Filter Response Normalization Layer: Eliminating Batch Dependence in the Training of Deep Neural Networks by Saurabh Singh et al
11-21-2019	All You Need Is Boundary: Toward Arbitrary-Shaped Text Spotting by Hao Wang et al
11-25-2019	Forecasting Human Object Interaction: Joint Prediction of Motor Attention and Egocentric Activity by Miao Liu et al
11-23-2019	Globally Guided Progressive Fusion Network for 3D Pancreas Segmentation by Chaowei Fang et al
11-24-2019	Unsupervised Neural Sensor Models for Synthetic LiDAR Data Augmentation by Ahmad El Sallab et al
11-25-2019	Estimating People Flows to Better Count them in Crowded Scenes by Weizhe Liu et al
11-25-2019	SRG: Snippet Relatedness-based Temporal Action Proposal Generator by Hyunjun Eun et al
11-25-2019	Neural Graph Matching Network: Learning Lawlers Quadratic Assignment Problem with Extension to Hypergraph and Multiple-graph Matching by Runzhong Wang et al
11-24-2019	AttKGCN: Attribute Knowledge Graph Convolutional Network for Person Re-identification by Bo Jiang et al
11-25-2019	StructEdit: Learning Structural Shape Variations by Kaichun Mo et al
11-22-2019	Visual Relationship Detection with Low Rank Non-Negative Tensor Decomposition by Mohammed Haroon Dupty et al
11-22-2019	Adversarial Learning of Privacy-Preserving and Task-Oriented Representations by Taihong Xiao et al
11-25-2019	Translation Insensitive CNNs by Ganesh Sundaramoorthi et al
11-25-2019	Identifying Model Weakness with Adversarial Examiner by Michelle Shu et al
11-25-2019	Learning to Learn Words from Narrated Video by Dídac Surís et al
11-25-2019	RandLA-Net: Efficient Semantic Segmentation of Large-Scale Point Clouds by Qingyong Hu et al
11-22-2019	SelfVIO: Self-Supervised Deep Monocular Visual-Inertial Odometry and Depth Estimation by Yasin Almalioglu et al
11-22-2019	Computational Ceramicology by Barak Itkin et al
11-21-2019	MSD: Multi-Self-Distillation Learning via Multi-classifiers within Deep Neural Networks by Yunteng Luan et al
11-21-2019	Classification-driven Single Image Dehazing by Yanting Pei et al
11-23-2019	Differentiable Meta-learning Model for Few-shot Semantic Segmentation by Pinzhuo Tian et al
11-23-2019	Region Normalization for Image Inpainting by Tao Yu et al
11-25-2019	Matrix Normal PCA for Interpretable Dimension Reduction and Graphical Noise Modeling by Chihao Zhang et al
11-22-2019	PointPainting: Sequential Fusion for 3D Object Detection by Sourabh Vora et al
11-25-2019	Automatic Post-Stroke Lesion Segmentation on MR Images using 3D Residual Convolutional Neural Network by Naofumi Tomita et al
11-25-2019	Oops! Predicting Unintentional Action in Video by Dave Epstein et al
11-22-2019	Instance Cross Entropy for Deep Metric Learning by Xinshao Wang et al
11-21-2019	Segmenting Medical MRI via Recurrent Decoding Cell by Ying Wen et al
11-21-2019	RefinedMPL: Refined Monocular PseudoLiDAR for 3D Object Detection in Autonomous Driving by Jean Marie Uwabeza Vianney et al
11-25-2019	Cascaded Detail-Preserving Networks for Super-Resolution of Document Images by Zhichao Fu et al
11-25-2019	PQ-NET: A Generative Part Seq2Seq Network for 3D Shapes by Rundi Wu et al
11-21-2019	Single Image Super Resolution based on a Modified U-net with Mixed Gradient Loss by Zhengyang Lu et al
11-22-2019	Background Suppression Network for Weakly-supervised Temporal Action Localization by Pilhyeon Lee et al
11-25-2019	ColorFool: Semantic Adversarial Colorization by Ali Shahin Shamsabadi et al
11-23-2019	Atlas Based Segmentations via Semi-Supervised Diffeomorphic Registrations by Charles Huang et al
11-23-2019	SAL: Sign Agnostic Learning of Shapes from Raw Data by Matan Atzmon et al
11-23-2019	Visualizing Point Cloud Classifiers by Curvature Smoothing by Chen Ziwen et al
11-22-2019	HAL: Improved Text-Image Matching by Mitigating Visual Semantic Hubs by Fangyu Liu et al
11-22-2019	Learning End-To-End Scene Flow by Distilling Single Tasks Knowledge by Filippo Aleotti et al
11-22-2019	Machine: The New Art Connoisseur by Yucheng Zhu et al
11-22-2019	Learning a Representation with the Block-Diagonal Structure for Pattern Classification by He-Feng Yin et al
11-24-2019	EDIT: Exemplar-Domain Aware Image-to-Image Translation by Yuanbin Fu et al
11-25-2019	One Mans Trash is Another Mans Treasure: Resisting Adversarial Examples by Adversarial Examples by Chang Xiao et al
11-22-2019	HybridNetSeg: A Compact Hybrid Network for Retinal Vessel Segmentation by Ling Luo et al
11-22-2019	Characterizing the impact of using features extracted from pre-trained models on the quality of video captioning sequence-to-sequence models by Menatallh Hammad et al
11-24-2019	When NAS Meets Robustness: In Search of Robust Architectures against Adversarial Attacks by Minghao Guo et al
11-25-2019	Binarized Neural Architecture Search by Hanlin Chen et al
11-21-2019	Deep Representations for Cross-spectral Ocular Biometrics by Luiz A. Zanlorensi et al
11-23-2019	Constrained Linear Data-feature Mapping for Image Classification by Juncai He et al
11-21-2019	Heart Segmentation From MRI Scans Using Convolutional Neural Network by Shakeel Muhammad Ibrahim et al
11-22-2019	Learning to Caption Images with Two-Stream Attention and Sentence Auto-Encoder by Arushi Goel et al
11-23-2019	PlantDoc: A Dataset for Visual Plant Disease Detection by Davinder Singh et al
11-24-2019	A Proposal-based Approach for Activity Image-to-Video Retrieval by Ruicong Xu et al
11-24-2019	Breaking the cycle -- Colleagues are all you need by Ori Nizan et al
11-24-2019	Invenio: Discovering Hidden Relationships Between Tasks/Domains Using Structured Meta Learning by Sameeksha Katoch et al
11-25-2019	Rigging the Lottery: Making All Tickets Winners by Utku Evci et al
11-25-2019	A Benchmark for Anomaly Segmentation by Dan Hendrycks et al
11-25-2019	Shape-aware Feature Extraction for Instance Segmentation by Hao Ding et al
11-24-2019	DeepSmartFuzzer: Reward Guided Test Generation For Deep Learning by Samet Demir et al
11-24-2019	AnoNet: Weakly Supervised Anomaly Detection in Textured Surfaces by Manpreet Singh Minhas et al
11-22-2019	Orderless Recurrent Models for Multi-label Classification by Vacit Oguz Yazici et al
11-24-2019	Controllable List-wise Ranking for Universal No-reference Image Quality Assessment by Fu-Zhao Ou et al
11-21-2019	ChartNet: Visual Reasoning over Statistical Charts using MAC-Networks by Monika Sharma et al
11-21-2019	Learning Spatial Fusion for Single-Shot Object Detection by Songtao Liu et al
11-23-2019	Robustness Metrics for Real-World Adversarial Examples by Brett Jefferson et al
11-25-2019	Microscopy Image Restoration with Deep Wiener-Kolmogorov filters by Valeriya Pronina et al
11-24-2019	Pyramid Vector Quantization and Bit Level Sparsity in Weights for Efficient Neural Networks Inference by Vincenzo Liguori
11-24-2019	Deep Multivariate Mixture of Gaussians for Object Detection under Occlusion by Yihui He et al
11-24-2019	Biological sex classification with structural MRI data shows increased misclassification in transgender women by Claas Flint et al
11-21-2019	Identify the cells nuclei based on the deep learning neural network by Tianyang Zhang et al
11-21-2019	Graph Convolution Networks for Probabilistic Modeling of Driving Acceleration by Jianyu Su et al
11-21-2019	Empirical Autopsy of Deep Video Captioning Frameworks by Nayyer Aafaq et al
11-21-2019	An End-to-End Audio Classification System based on Raw Waveforms and Mix-Training Strategy by Jiaxu Chen et al
11-24-2019	Using panoramic videos for multi-person localization and tracking in a 3D panoramic coordinate by Fan Yang et al
11-21-2019	Fast Sparse ConvNets by Erich Elsen et al
11-23-2019	Attention Deep Model with Multi-Scale Deep Supervision for Person Re-Identification by Di Wu et al
11-23-2019	Iteratively-Refined Interactive 3D Medical Image Segmentation with Multi-Agent Reinforcement Learning by Xuan Liao et al
11-25-2019	Gating Revisited: Deep Multi-layer RNNs That Can Be Trained by Mehmet Ozgur Turkoglu et al
11-22-2019	Self-Enhanced Convolutional Network for Facial Video Hallucination by Chaowei Fang et al
11-22-2019	Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Segmentation by Bowen Cheng et al
11-25-2019	Phase Contrast Microscopy Cell PopulationSegmentation: A Survey by Lin Zhang
11-25-2019	Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild by Shangzhe Wu et al
11-22-2019	Computer Vision-based Accident Detection in Traffic Surveillance by Earnest Paul Ijjina et al
11-21-2019	Gliding vertex on the horizontal bounding box for multi-oriented object detection by Yongchao Xu et al
11-21-2019	Reinforcing an Image Caption Generator Using Off-Line Human Feedback by Paul Hongsuck Seo et al