2019.05.19 Vision papers

05-14-2019	Learnable Triangulation of Human Pose by Karim Iskakov et al
05-15-2019	An interdisciplinary survey of network similarity methods by Emily Evans et al
05-17-2019	Integer Discrete Flows and Lossless Compression by Emiel Hoogeboom et al
05-14-2019	Addressing the Loss-Metric Mismatch with Adaptive Loss Alignment by Chen Huang et al
05-15-2019	Semi-supervised learning based on generative adversarial network: a comparison between good GAN and bad GAN approach by Wenyuan Li et al
05-15-2019	Demographic Inference and Representative Population Estimates from Multilingual Social Media Data by Zijian Wang et al
05-16-2019	Joint Learning of Neural Networks via Iterative Reweighted Least Squares by Zaiwei Zhang et al
05-14-2019	Expression Conditional GAN for Facial Expression-to-Expression Translation by Hao Tang et al
05-15-2019	Dynamic Neural Network Channel Execution for Efficient Training by Simeon E. Spasov et al
05-14-2019	Interpretable Deep Neural Networks for Patient Mortality Prediction: A Consensus-based Approach by Shaeke Salman et al
05-15-2019	TRk-CNN: Transferable Ranking-CNN for image classification of glaucoma, glaucoma suspect, and normal eyes by Tae Joon Jun et al
05-16-2019	How do neural networks see depth in single images? by Tom van Dijk et al
05-14-2019	Orthogonal Deep Neural Networks by Kui Jia et al
05-14-2019	DeepFlow: History Matching in the Space of Deep Generative Models by Lukas Mosser et al
05-14-2019	Graph Convolutional Gaussian Processes by Ian Walker et al
05-14-2019	Robust Neural Network Training using Periodic Sampling over Model Weights by Samarth Tripathi et al
05-16-2019	One-Shot Texture Retrieval with Global Context Metric by Kai Zhu et al
05-15-2019	Bimodal Stereo: Joint Shape and Pose Estimation from Color-Depth Image Pair by Chi Zhang et al
05-15-2019	ReshapeGAN: Object Reshaping by Providing A Single Reference Image by Ziqiang Zheng et al
05-14-2019	Kernel Mean Matching for Content Addressability of GANs by Wittawat Jitkrittum et al
05-15-2019	Multi-task Learning for Chest X-ray Abnormality Classification on Noisy Labels by Sebastian Guendel et al
05-15-2019	Contrast Optimization And Local Adaptation (COALA) for HDR Compression by Shay Maymon et al
05-16-2019	FH-GAN: Face Hallucination and Recognition using Generative Adversarial Network by Bayram Bayramli et al
05-15-2019	3D Point Cloud Generative Adversarial Network Based on Tree Structured Graph Convolutions by Dong Wook Shu et al
05-14-2019	Population Based Augmentation: Efficient Learning of Augmentation Policy Schedules by Daniel Ho et al
05-15-2019	Synthetic Defocus and Look-Ahead Autofocus for Casual Videography by Xuaner Cecilia Zhang et al
05-16-2019	Dream Distillation: A Data-Independent Model Compression Framework by Kartikeya Bhardwaj et al
05-14-2019	Game Theoretic Optimization via Gradient-based Nikaido-Isoda Function by Arvind U. Raghunathan et al
05-16-2019	STAR: A Concise Deep Learning Framework for Citywide Human Mobility Prediction by Hongnian Wang et al
05-15-2019	Local Features and Visual Words Emerge in Activations by Oriane Siméoni et al
05-16-2019	Parsimonious Black-Box Adversarial Attacks via Efficient Combinatorial Optimization by Seungyong Moon et al
05-16-2019	Deep Reference Generation with Multi-Domain Hierarchical Constraints for Inter Prediction by Jiaying Liu et al
05-16-2019	Derived Codebooks for High-Accuracy Nearest Neighbor Search by Fabien André et al
05-16-2019	Deep Unified Multimodal Embeddings for Understanding both Content and Users in Social Media Networks by Karan Sikka et al
05-15-2019	Investigating Channel Pruning through Structural Redundancy Reduction - A Statistical Study by Chengcheng Li et al
05-17-2019	POPQORN: Quantifying Robustness of Recurrent Neural Networks by Ching-Yun Ko et al
05-16-2019	Remove Cosine Window from Correlation Filter-based Visual Trackers: When and How by Feng Li et al
05-16-2019	Learning Visually Consistent Label Embeddings for Zero-Shot Learning by Berkan Demirel et al
05-15-2019	Collaborative Global-Local Networks for Memory-Efficient Segmentation of Ultra-High Resolution Images by Wuyang Chen et al
05-15-2019	VICSOM: VIsual Clues from SOcial Media for psychological assessment by Mohammad Mahdi Dehshibi et al
05-16-2019	Non-Parametric Priors For Generative Adversarial Networks by Rajhans Singh et al
05-15-2019	Relaxed 2-D Principal Component Analysis by LpLp Norm for Face Recognition by Xiao Chen et al
05-14-2019	American Sign Language Alphabet Recognition using Deep Learning by Nikhil Kasukurthi et al
05-14-2019	A Learning based Branch and Bound for Maximum Common Subgraph Problems by Yan-li Liu et al
05-17-2019	Online Hyper-parameter Learning for Auto-Augmentation Strategy by Chen Lin et al
05-16-2019	Quality-based Pulse Estimation from NIR Face Video with Application to Driver Monitoring by Javier Hernandez-Ortega et al
05-16-2019	X2CT-GAN: Reconstructing CT from Biplanar X-Rays with Generative Adversarial Networks by Xingde Ying et al
05-15-2019	Human Motion Trajectory Prediction: A Survey by Andrey Rudenko et al
05-16-2019	Richly Activated Graph Convolutional Network for Action Recognition with Incomplete Skeletons by Yi-Fan Song et al
05-14-2019	Approximating the Ideal Observer and Hotelling Observer for binary signal detection tasks by use of supervised learning methods by Weimin Zhou et al
05-16-2019	Harvesting Information from Captions for Weakly Supervised Semantic Segmentation by Johann Sawatzky et al
05-15-2019	Deep Kinship Verification via Appearance-shape Joint Prediction and Adaptation-based Approach by Heming Zhang et al
05-14-2019	Unsupervised Deep Power Saving and Contrast Enhancement for OLED Displays by Yong-Goo Shin et al
05-15-2019	Tracking in Urban Traffic Scenes from Background Subtraction and Object Detection by Hui-Lee Ooi et al
05-16-2019	Vision-based Robotic Grasping from Object Localization, Pose Estimation, Grasp Detection to Motion Planning: A Review by Guoguang Du et al
05-15-2019	Aligning Visual Regions and Textual Concepts: Learning Fine-Grained Image Representations for Image Captioning by Fenglin Liu et al
05-15-2019	Fluorescence Image Histology Pattern Transformation using Image Style Transfer by Mohammadhassan Izadyyazdanabadi et al
05-14-2019	Supervised Learning of the Next-Best-View for 3D Object Reconstruction by Miguel Mendoza et al
05-16-2019	Robust Real-time Pedestrian Detection in Aerial Imagery on Jetson TX2 by Mohamed Afifi et al
05-16-2019	A Non-Intrusive Method of Face Liveness Detection Using Specular Reflection and Local Binary Patterns by Shivang Bharadwaj et al
05-16-2019	RGB-T Image Saliency Detection via Collaborative Graph Learning by Zhengzheng Tu et al
05-15-2019	Learning Robust 3D Face Reconstruction and Discriminative Identity Representation by Yao Luo et al
05-16-2019	Finding Rats in Cats: Detecting Stealthy Attacks using Group Anomaly Detection by Aditya Kuppa et al
05-14-2019	The Algonauts Project: A Platform for Communication between the Sciences of Biological and Artificial Intelligence by Radoslaw Martin Cichy et al
05-16-2019	Monocular Plan View Networks for Autonomous Driving by Dequan Wang et al
05-17-2019	A deep learning approach to detecting volcano deformation from satellite imagery using synthetic datasets by Nantheera Anantrasirichai et al
05-16-2019	Stroke extraction for offline handwritten mathematical expression recognition by Chungkwong Chan
05-16-2019	Learning to Regress 3D Face Shape and Expression from an Image without 3D Supervision by Soubhik Sanyal et al
05-17-2019	LiDAR Sensor modeling and Data augmentation with GANs for Autonomous driving by Ahmad El Sallab et al
05-14-2019	Revisiting Precision and Recall Definition for Generative Model Evaluation by Loïc Simon et al
05-14-2019	Learning 3D Human Body Embedding by Boyi Jiang et al
05-16-2019	Uneven illumination surface defects inspection based on convolutional neural network by Hao Wu et al
05-16-2019	Dealing with Label Scarcity in Computational Pathology: A Use Case in Prostate Cancer Classification by Koen Dercksen et al
05-16-2019	Inductive Guided Filter: Real-time Deep Image Matting with Weakly Annotated Masks on Mobile Devices by Yaoyi Li et al
05-15-2019	User profiles matching for different social networks based on faces embeddings by Timur Sokhin et al
05-17-2019	Neural Message Passing on Hybrid Spatio-Temporal Visual and Symbolic Graphs for Video Understanding by Effrosyni Mavroudi et al
05-17-2019	Texture Fields: Learning Texture Representations in Function Space by Michael Oechsle et al
05-14-2019	LSANet: Feature Learning on Point Sets by Local Spatial Attention by Lin-Zhuo Chen et al
05-16-2019	Leverage eye-movement data for saliency modeling: Invariance Analysis and a Robust New Model by Zhaohui Che et al
05-15-2019	BiRA-Net: Bilinear Attention Net for Diabetic Retinopathy Grading by Ziyuan Zhao et al
05-17-2019	AM-LFS: AutoML for Loss Function Search by Chuming Li et al
05-14-2019	Monocular 3D Object Detection via Geometric Reasoning on Keypoints by Ivan Barabanau et al
05-14-2019	Budget-aware Semi-Supervised Semantic and Instance Segmentation by Miriam Bellver et al
05-14-2019	Plug-and-Play Methods Provably Converge with Properly Trained Denoisers by Ernest K. Ryu et al
05-17-2019	Training Object Detectors With Noisy Data by Simon Chadwick et al
05-15-2019	Regularized Evolutionary Algorithm for Dynamic Neural Topology Search by Cristiano Saltori et al
05-15-2019	Budget-Aware Adapters for Multi-Domain Learning by Rodrigo Berriel et al
05-17-2019	Semantic Analysis of Traffic Camera Data: Topic Signal Extraction and Anomalous Event Detection by Jeffrey Liu et al
05-15-2019	3D Semantic Scene Completion from a Single Depth Image using Adversarial Training by Yueh-Tung Chen et al
05-15-2019	Joint haze image synthesis and dehazing with mmd-vae losses by Zongliang Li et al
05-14-2019	Diversify and Match: A Domain Adaptive Representation Learning Paradigm for Object Detection by Taekyung Kim et al
05-14-2019	An Improved Self-supervised GAN via Adversarial Training by Ngoc-Trung Tran et al
05-17-2019	CNN-based Cost Volume Analysis as Confidence Measure for Dense Matching by Max Mehltretter et al
05-14-2019	Task-Driven Modular Networks for Zero-Shot Compositional Learning by Senthil Purushwalkam et al
05-17-2019	Transfer Learning based Detection of Diabetic Retinopathy from Small Dataset by Misgina Tsighe Hagos et al
05-15-2019	Arbitrary Shape Scene Text Detection with Adaptive Text Region Representation by Xiaobing Wang et al
05-14-2019	An Effective Two-Branch Model-Based Deep Network for Single Image Deraining by Yinglong Wang et al
05-14-2019	Domain Adaptive Person Re-Identification via Camera Style Generation and Label Propagation by Chuan-Xian Ren et al
05-17-2019	Mechanically Powered Motion Imaging Phantoms: Proof of Concept by Alberto Gomez et al
05-14-2019	Tom pet robot applied to urban autism by Xingqian Li et al
05-15-2019	Significance of parallel computing on the performance of Digital Image Correlation algorithms in MATLAB by Andreas Thoma et al
05-14-2019	Crowd Density Estimation using Novel Feature Descriptor by Adwan Alownie Alanazi et al
05-14-2019	Towards a Skeleton-Based Action Recognition For Realistic Scenarios by Cagatay Odabasi et al
05-14-2019	DARNet: Deep Active Ray Network for Building Segmentation by Dominic Cheng et al
05-16-2019	GlidarCo: gait recognition by 3D skeleton estimation and biometric feature correction of flash lidar data by Nasrin Sadeghzadehyazdi et al
05-17-2019	Group Re-Identification with Multi-grained Matching and Integration by Weiyao Lin et al
05-14-2019	Efficient Ladder-style DenseNets for Semantic Segmentation of Large Images by Ivan Krešo et al
05-14-2019	Reconstruction-Aware Imaging System Ranking by use of a Sparsity-Driven Numerical Observer Enabled by Variational Bayesian Inference by Yujia Chen et al
05-14-2019	Transition Subspace Learning based Least Squares Regression for Image Classification by Zhe Chen et al
05-17-2019	Side Window Filtering by Hui Yin et al
05-17-2019	Neither Global Nor Local: A Hierarchical Robust Subspace Clustering For Image Data by Maryam Abdolali et al
05-15-2019	Depth map estimation methodology for detecting free-obstacle navigation areas by Sergio Trejo et al
05-16-2019	PoreNet: CNN-based Pore Descriptor for High-resolution Fingerprint Recognition by Vijay Anand et al
05-15-2019	Constrained low-tubal-rank tensor recovery for hyperspectral images mixed noise removal by bilateral random projections by Hao Zhang et al
05-14-2019	Panoramic Annular Localizer: Tackling the Variation Challenges of Outdoor Localization Using Panoramic Annular Images and Active Deep Descriptors by Ruiqi Cheng et al