2019.05.12 Vision papers

05-09-2019	The Effect of Network Width on Stochastic Gradient Descent and Generalization: an Empirical Study by Daniel S. Park et al
05-09-2019	S44L: Self-Supervised Semi-Supervised Learning by Xiaohua Zhai et al
05-08-2019	Deep Closest Point: Learning Representations for Point Cloud Registration by Yue Wang et al
05-09-2019	Multi-Person Pose Estimation with Enhanced Channel-wise and Spatial Information by Kai Su et al
05-09-2019	Embedding Human Knowledge in Deep Neural Network via Attention Map by Masahiro Mitsuhara et al
05-09-2019	Learning Loss for Active Learning by Donggeun Yoo et al
05-09-2019	What Do Single-view 3D Reconstruction Networks Learn? by Maxim Tatarchenko et al
05-07-2019	Learning Unsupervised Multi-View Stereopsis via Robust Photometric Consistency by Tejas Khot et al
05-08-2019	Advancements in Image Classification using Convolutional Neural Network by Farhana Sultana et al
05-08-2019	PPGNet: Learning Point-Pair Graph for Line Segment Detection by Ziheng Zhang et al
05-09-2019	D2-Net: A Trainable CNN for Joint Detection and Description of Local Features by Mihai Dusmanu et al
05-09-2019	Interactive Image Generation Using Scene Graphs by Gaurav Mittal et al
05-08-2019	Handheld Multi-Frame Super-Resolution by Bartlomiej Wronski et al
05-09-2019	Seesaw-Net: Convolution Neural Network With Uneven Group Convolution by Jintao Zhang
05-08-2019	Convolutional Mesh Regression for Single-Image Human Shape Reconstruction by Nikos Kolotouros et al
05-07-2019	Neural 3D Morphable Models: Spiral Convolutional Networks for 3D Shape Representation Learning and Generation by Giorgos Bouritsas et al
05-09-2019	DistillHash: Unsupervised Deep Hashing by Distilling Data Pairs by Erkun Yang et al
05-08-2019	TE141K: Artistic Text Benchmark for Text Effects Transfer by Shuai Yang et al
05-07-2019	P2SGrad: Refined Gradients for Optimizing Deep Face Models by Xiao Zhang et al
05-08-2019	ROSA: Robust Salient Object Detection against Adversarial Attacks by Haofeng Li et al
05-10-2019	Supervized Segmentation with Graph-Structured Deep Metric Learning by Loic Landrieu et al
05-09-2019	Fast and Efficient Zero-Learning Image Fusion by Fayez Lahoud et al
05-07-2019	Learning to Interpret Satellite Images in Global Scale Using Wikipedia by Burak Uzkent et al
05-08-2019	Frustratingly Easy Person Re-Identification: Generalizing Person Re-ID in Practice by Jieru Jia et al
05-09-2019	Liver Lesion Segmentation with slice-wise 2D Tiramisu and Tversky loss function by Karsten Roth et al
05-09-2019	Cycle-IR: Deep Cyclic Image Retargeting by Weimin Tan et al
05-08-2019	PiNet: A Permutation Invariant Graph Neural Network for Graph Classification by Peter Meltzer et al
05-07-2019	Show, Price and Negotiate: A Hierarchical Attention Recurrent Visual Negotiator by Amin Parvaneh et al
05-08-2019	Weakly Labeling the Antarctic: The Penguin Colony Case by Hieu Le et al
05-07-2019	Feature Selection and Feature Extraction in Pattern Analysis: A Literature Review by Benyamin Ghojogh et al
05-08-2019	MAP Inference via L2-Sphere Linear Program Reformulation by Baoyuan Wu et al
05-07-2019	Skin Lesion Classification Using CNNs with Patch-Based Attention and Diagnosis-Guided Loss Weighting by Nils Gessert et al
05-09-2019	Feature Extraction and Classification Based on Spatial-Spectral ConvLSTM Neural Network for Hyperspectral Images by Wen-Shuai Hu et al
05-09-2019	Building 3D Object Models during Manipulation by Reconstruction-Aware Trajectory Optimization by Kanrun Huang et al
05-08-2019	A Dual Path ModelWith Adaptive Attention For Vehicle Re-Identification by Pirazh Khorramshahi et al
05-07-2019	Interpretation of Feature Space using Multi-Channel Attentional Sub-Networks by Masanari Kimura et al
05-08-2019	ShapeGlot: Learning Language for Shape Differentiation by Panos Achlioptas et al
05-07-2019	FANTrack: 3D Multi-Object Tracking with Feature Association Network by Erkan Baser et al
05-09-2019	Grand Challenge of 106-Point Facial Landmark Localization by Yinglu Liu et al
05-10-2019	Domain Adversarial Reinforcement Learning for Partial Domain Adaptation by Jin Chen et al
05-10-2019	MobiVSR: A Visual Speech Recognition Solution for Mobile Devices by Nilay Shrivastava et al
05-07-2019	LEDNet: A Lightweight Encoder-Decoder Network for Real-Time Semantic Segmentation by Yu Wang et al
05-08-2019	3d-SMRnet: Achieving a new quality of MPI system matrix recovery by deep learning by Ivo Matteo Baltruschat et al
05-09-2019	Two-Stage Convolutional Neural Network Architecture for Lung Nodule Detection by Haichao Cao et al
05-09-2019	Intra-frame Object Tracking by Deblatting by Jan Kotera et al
05-10-2019	Exact Adversarial Attack to Image Captioning via Structured Output Learning with Latent Variables by Yan Xu et al
05-10-2019	Single-Path NAS: Device-Aware Efficient ConvNet Design by Dimitrios Stamoulis et al
05-10-2019	DeepICP: An End-to-End Deep Neural Network for 3D Point Cloud Registration by Weixin Lu et al
05-07-2019	Deep Flow-Guided Video Inpainting by Rui Xu et al
05-09-2019	Learning Interpretable Features via Adversarially Robust Optimization by Ashkan Khakzar et al
05-08-2019	Training a Fast Object Detector for LiDAR Range Images Using Labeled Data from Sensors with Higher Resolution by Manuel Herzog et al
05-07-2019	Generating Realistic Unrestricted Adversarial Inputs using Dual-Objective GAN Training by Isaac Dunn et al
05-10-2019	AI in the media and creative industries by Giuseppe Amato et al
05-08-2019	Multi-task human analysis in still images: 2D/3D pose, depth map, and multi-part segmentation by Daniel Sánchez et al
05-07-2019	Inverse Rendering for Complex Indoor Scenes: Shape, Spatially-Varying Lighting and SVBRDF from a Single Image by Zhengqin Li et al
05-07-2019	LightTrack: A Generic Framework for Online Top-Down Human Pose Tracking by Guanghan Ning et al
05-10-2019	Interpreting and Evaluating Neural Network Robustness by Fuxun Yu et al
05-07-2019	Learning Cascaded Siamese Networks for High Performance Visual Tracking by Peng Gao et al
05-10-2019	Neuroscore: A Brain-inspired Evaluation Metric for Generative Adversarial Networks by Zhengwei Wang et al
05-07-2019	High Frequency Residual Learning for Multi-Scale Image Classification by Bowen Cheng et al
05-10-2019	Talking with Your Hands: Scaling Hand Gestures and Recognition with CNNs by Okan Köpüklü et al
05-07-2019	LiStereo: Generate Dense Depth Maps from LIDAR and Stereo Imagery by Junming Zhang et al
05-07-2019	Generalization ability of region proposal networks for multispectral person detection by Kevin Fritz et al
05-08-2019	Multimodal Semantic Attention Network for Video Captioning by Liang Sun et al
05-09-2019	Hierarchical Cross-Modal Talking Face Generationwith Dynamic Pixel-Wise Loss by Lele Chen et al
05-08-2019	Algorithms for Grey-Weighted Distance Computations by Magnus Gedda
05-10-2019	Neural-Guided RANSAC: Learning Where to Sample Model Hypotheses by Eric Brachmann et al
05-08-2019	Automatic Video Colorization using 3D Conditional Generative Adversarial Networks by Panagiotis Kouzouglidis et al
05-08-2019	Unsupervised Domain Adaptation using Generative Adversarial Networks for Semantic Segmentation of Aerial Images by Bilel Benjdira et al
05-08-2019	Deep Blind Video Decaptioning by Temporal Aggregation and Recurrence by Dahun Kim et al
05-09-2019	Exposure Interpolation Via Fusing Conventional and Deep Learning Methods by Chaobing Zheng et al
05-07-2019	Goal-oriented Object Importance Estimation in On-road Driving Videos by Mingfei Gao et al
05-09-2019	Spatio-temporal Video Re-localization by Warp LSTM by Yang Feng et al
05-07-2019	Robust Dense Mapping for Large-Scale Dynamic Environments by Ioan Andrei Bârsan et al
05-07-2019	Uncertainty Modeling of Contextual-Connection between Tracklets for Unconstrained Video-based Face Recognition by Jingxiao Zheng et al
05-10-2019	Memory-Attended Recurrent Network for Video Captioning by Wenjie Pei et al
05-07-2019	DeepSWIR: A Deep Learning Based Approach for the Synthesis of Short-Wave InfraRed Band using Multi-Sensor Concurrent Datasets by Litu Rout et al
05-07-2019	Ocular Diseases Diagnosis in Fundus Images using a Deep Learning: Approaches, tools and Performance evaluation by Yaroub Elloumi et al
05-08-2019	Photometric Transformer Networks and Label Adjustment for Breast Density Prediction by Jaehwan Lee et al
05-10-2019	Support Relation Analysis for Objects in Multiple View RGB-D Images by Peng Zhang et al
05-08-2019	Capture, Learning, and Synthesis of 3D Speaking Styles by Daniel Cudeiro et al
05-10-2019	Exploiting temporal context for 3D human pose estimation in the wild by Anurag Arnab et al
05-10-2019	T-Net: Encoder-Decoder in Encoder-Decoder architecture for the main vessel segmentation in coronary angiography by Tae Joon Jun et al
05-08-2019	End-to-End Wireframe Parsing by Yichao Zhou et al
05-10-2019	Virtual Mixup Training for Unsupervised Domain Adaptation by Xudong Mao et al
05-07-2019	Ensemble of Convolutional Neural Networks Trained with Different Activation Functions by Gianluca Maguolo et al
05-07-2019	Frame-Recurrent Video Inpainting by Robust Optical Flow Inference by Yifan Ding et al
05-10-2019	A fast online cascaded regression algorithm for face alignment by Lin Feng et al
05-09-2019	Multi-scale Aggregation R-CNN for 2D Multi-person Pose Estimation by Gyeongsik Moon et al
05-07-2019	Adapting Image Super-Resolution State-of-the-arts and Learning Multi-model Ensemble for Video Super-Resolution by Chao Li et al
05-10-2019	EdgeSegNet: A Compact Network for Semantic Segmentation by Zhong Qiu Lin et al
05-09-2019	Illumination Normalization via Merging Locally Enhanced Textures for Robust Face Recognition by Chaobing Zheng et al
05-07-2019	Recovering remote Photoplethysmograph Signal from Facial videos Using Spatio-Temporal Convolutional Networks by Zitong Yu et al
05-10-2019	Towards Emotion Retrieval in Egocentric PhotoStream by Estefania Talavera et al
05-08-2019	Evaluating the Stability of Recurrent Neural Models during Training with Eigenvalue Spectra Analysis by Priyadarshini Panda et al
05-08-2019	Thinking Outside the Box: Generation of Unconstrained 3D Room Layouts by Henry Howard-Jenkins et al
05-07-2019	Contrastive Learning for Lifted Networks by Christopher Zach et al
05-09-2019	Two-layer Near-lossless HDR Coding with Backward Compatibility to JPEG by Hiroyuki Kobayashi et al
05-08-2019	A Genetic Algorithm Enabled Similarity-Based Attack on Cancellable Biometrics by Xingbo Dong et al
05-10-2019	Towards Unsupervised Familiar Scene Recognition in Egocentric Videos by Estefania Talavera et al
05-10-2019	Hierarchical approach to classify food scenes in egocentric photo-streams by Estefania Talavera et al
05-10-2019	Towards Egocentric Person Re-identification and Social Pattern Analysis by Estefania Talavera et al
05-10-2019	Unsupervised routine discovery in egocentric photo-streams by Estefania Talavera et al
05-10-2019	Region Attention Networks for Pose and Occlusion Robust Facial Expression Recognition by Kai Wang et al
05-10-2019	SPLINE-Net: Sparse Photometric Stereo through Lighting Interpolation and Normal Estimation Networks by Qian Zheng et al
05-07-2019	Efficient Neural Architecture Search on Low-Dimensional Data for OCT Image Segmentation by Nils Gessert et al
05-09-2019	Joint Segmentation and Path Classification of Curvilinear Structures by Agata Mosinska et al
05-09-2019	Ship classification from overhead imagery using synthetic data and domain adaptation by Chris M. Ward et al
05-09-2019	Deep Sky Modeling for Single Image Outdoor Lighting Estimation by Yannick Hold-Geoffroy et al
05-07-2019	Feature-Fused Context-Encoding Network for Neuroanatomy Segmentation by Yuemeng Li et al
05-07-2019	Interactive Video Retrieval with Dialog by Sho Maeoki et al
05-07-2019	Trinity of Pixel Enhancement: a Joint Solution for Demosaicking, Denoising and Super-Resolution by Guocheng Qian et al
05-07-2019	Accurate Tissue Interface Segmentation via Adversarial Pre-Segmentation of Anterior Segment OCT Images by Jiahong Ouyang et al
05-07-2019	EDVR: Video Restoration with Enhanced Deformable Convolutional Networks by Xintao Wang et al
05-10-2019	Breast Tumor Classification and Segmentation using Convolutional Neural Networks by Parvin Yousefikamal
05-07-2019	Locality and Structure Regularized Low Rank Representation for Hyperspectral Image Classification by Qi Wang et al
05-07-2019	Attention-based Fusion for Multi-source Human Image Generation by Stéphane Lathuilière et al
05-07-2019	Context-Aware Automatic Occlusion Removal by Kumara Kahatapitiya et al
05-07-2019	On Applying Machine Learning/Object Detection Models for Analysing Digitally Captured Physical Prototypes from Engineering Design Projects by Jorgen F. Erichsen et al