2019.05.05 Vision papers

04-30-2019	Surprising Effectiveness of Few-Image Unsupervised Feature Learning by Yuki M. Asano et al
05-02-2019	Self-supervised Learning for Video Correspondence Flow by Zihang Lai et al
05-01-2019	DPSNet: End-to-end Deep Plane Sweep Stereo by Sunghoon Im et al
05-01-2019	Billion-scale semi-supervised learning for image classification by I. Zeki Yalniz et al
05-01-2019	NATTACK: Learning the Distributions of Adversarial Examples for an Improved Black-Box Attack on Deep Neural Networks by Yandong Li et al
05-02-2019	26ms Inference Time for ResNet-50: Towards Real-Time Execution of all DNNs on Smartphone by Wei Niu et al
05-02-2019	RetinaFace: Single-stage Dense Face Localisation in the Wild by Jiankang Deng et al
05-02-2019	Full-Jacobian Representation of Neural Networks by Suraj Srinivas et al
04-30-2019	Self-Supervised Convolutional Subspace Clustering Network by Junjian Zhang et al
05-01-2019	Fast AutoAugment by Sungbin Lim et al
04-30-2019	Using cameras for precise measurement of two-dimensional plant features by Amy Tabb et al
05-01-2019	3D BAT: A Semi-Automatic, Web-based 3D Annotation Toolbox for Full-Surround, Multi-Modal Data Streams by Walter Zimmer et al
05-01-2019	Multi-level Encoder-Decoder Architectures for Image Restoration by Indra Deep Mastan et al
04-30-2019	Appearance and Pose-Conditioned Human Image Generation using Deformable GANs by Aliaksandr Siarohin et al
05-01-2019	Learn to synthesize and synthesize to learn by Behzad Bozorgtabar et al
04-30-2019	Unsupervised Temperature Scaling: Post-Processing Unsupervised Calibration of Deep Models Decisions by Azadeh Sadat Mozafari et al
05-01-2019	Large-scale weakly-supervised pre-training for video action recognition by Deepti Ghadiyaram et al
05-02-2019	Local Light Field Fusion: Practical View Synthesis with Prescriptive Sampling Guidelines by Ben Mildenhall et al
05-02-2019	Clustering Images by Unmasking - A New Baseline by Mariana-Iuliana Georgescu et al
05-02-2019	Recurrent-Convolution Approach to DeepFake Detection - State-Of-Art Results on FaceForensics++ by Ekraam Sabir et al
05-01-2019	RRPN: Radar Region Proposal Network for Object Detection in Autonomous Vehicles by Ramin Nabati et al
04-30-2019	To believe or not to believe: Validating explanation fidelity for dynamic malware analysis by Li Chen et al
05-01-2019	Automatic Dataset Augmentation Using Virtual Human Simulation by Marcelo C. Ghilardi et al
04-30-2019	Harmonic Networks with Limited Training Samples by Matej Ulicny et al
04-30-2019	Object Contour and Edge Detection with RefineContourNet by Andre Peter Kelm et al
04-30-2019	Deep Learning-based Face Pose Recovery by Zhaoxiang Liu et al
05-02-2019	Directing DNNs Attention for Facial Attribution Classification using Gradient-weighted Class Activation Mapping by Xi Yang et al
04-30-2019	Precise Synthetic Image and LiDAR (PreSIL) Dataset for Autonomous Vehicle Perception by Braden Hurl et al
04-30-2019	PYRO-NN: Python Reconstruction Operators in Neural Networks by Christopher Syben et al
04-30-2019	Predicting How to Distribute Work Between Algorithms and Humans to Segment an Image Batch by Danna Gurari et al
05-02-2019	Omni-Scale Feature Learning for Person Re-Identification by Kaiyang Zhou et al
04-30-2019	Semantic Referee: A Neural-Symbolic Framework for Enhancing Geospatial Semantic Segmentation by Marjan Alirezaie et al
05-01-2019	Optimal Multi-view Correction of Local Affine Frames by Ivan Eichhardt et al
04-30-2019	GaborNet: Gabor filters with learnable parameters in deep convolutional neural networks by Andrey Alekseev et al
05-03-2019	Lifting 2d Human Pose to 3d : A Weakly Supervised Approach by Sandika Biswas et al
04-30-2019	Attentive Spatio-Temporal Representation Learning for Diving Classification by Gagan Kanojia et al
05-03-2019	Scaling and Benchmarking Self-Supervised Visual Representation Learning by Priya Goyal et al
05-02-2019	Visualizing Deep Networks by Optimizing with Integrated Gradients by Zhongang Qi et al
05-02-2019	Human Action Recognition with Deep Temporal Pyramids by Ahmed Mazari et al
05-03-2019	Generating Classification Weights with GNN Denoising Autoencoders for Few-Shot Learning by Spyros Gidaris et al
05-02-2019	DS-VIO: Robust and Efficient Stereo Visual Inertial Odometry based on Dual Stage EKF by Xiaogang Xiong et al
04-30-2019	Interpretation of Feature Space using Multi-Channel Attentional Sub-Networks by Masanari Kimura et al
05-02-2019	The 2019 DAVIS Challenge on VOS: Unsupervised Multi-Object Segmentation by Sergi Caelles et al
05-01-2019	Learn Stereo, Infer Mono: Siamese Networks for Self-Supervised, Monocular, Depth Estimation by Matan Goldman et al
05-02-2019	SinGAN: Learning a Generative Model from a Single Natural Image by Tamar Rott Shaham et al
05-02-2019	Face Identification using Local Ternary Tree Pattern based Spatial Structural Components by Rinku Datta Rakshit et al
05-03-2019	Semantic Segmentation of Video Sequences with Convolutional LSTMs by Andreas Pfeuffer et al
05-02-2019	Joint High Dynamic Range Imaging and Super-Resolution from a Single Image by Jae Woong Soh et al
04-30-2019	The Level Weighted Structural Similarity Loss: A Step Away from the MSE by Yingjing Lu
04-30-2019	PR Product: A Substitute for Inner Product in Neural Networks by Zhennan Wang et al
04-30-2019	Segmentation is All You Need by Yuxiang Wu et al
04-30-2019	Cross Domain Knowledge Learning with Dual-branch Adversarial Network for Vehicle Re-identification by Jinjia Peng et al
05-03-2019	PFA-ScanNet: Pyramidal Feature Aggregation with Synergistic Learning for Breast Cancer Metastasis Analysis by Zixu Zhao et al
05-01-2019	Detection of Single Grapevine Berries in Images Using Fully Convolutional Neural Networks by Laura Zabawa et al
05-02-2019	Egocentric Hand Track and Object-based Human Action Recognition by Georgios Kapidis et al
05-01-2019	AdaCos: Adaptively Scaling Cosine Logits for Effectively Learning Deep Face Representations by Xiao Zhang et al
05-02-2019	Improving Visual Relation Detection using Depth Maps by Sahand Sharifzadeh et al
05-02-2019	LivDet in Action - Fingerprint Liveness Detection Competition 2019 by Giulia Orrù et al
05-03-2019	Group Emotion Recognition Using Machine Learning by Samanyou Garg
04-30-2019	Handwritten Chinese Font Generation with Collaborative Stroke Refinement by Chuan Wen et al
05-01-2019	Gender Classification from Iris Texture Images Using a New Set of Binary Statistical Image Features by Juan Tapia et al
05-03-2019	Distance Metric Learned Collaborative Representation Classifier by Tapabrata Chakraborti et al
05-01-2019	3DFaceGAN: Adversarial Nets for 3D Face Representation, Generation, and Translation by Stylianos Moschoglou et al
05-03-2019	Temporal Deformable Convolutional Encoder-Decoder Networks for Video Captioning by Jingwen Chen et al
04-30-2019	Cross-Modal Message Passing for Two-stream Fusion by Dong Wang et al
05-03-2019	Seamless Scene Segmentation by Lorenzo Porzi et al
05-02-2019	Remote measurement of sea ice dynamics with regularized optimal transport by M. D. Parno et al
05-01-2019	Sex-Prediction from Periocular Images across Multiple Sensors and Spectra by Juan Tapia et al
05-01-2019	Pushing the Boundaries of View Extrapolation with Multiplane Images by Pratul P. Srinivasan et al
04-30-2019	Structured Prediction using cGANs with Fusion Discriminator by Faisal Mahmood et al
05-03-2019	SCOPS: Self-Supervised Co-Part Segmentation by Wei-Chih Hung et al
05-02-2019	Anti-Confusing: Region-Aware Network for Human Pose Estimation by Xuan Cao et al
04-30-2019	Early Action Prediction with Generative Adversarial Networks by Dong Wang et al
04-30-2019	Memory-Augmented Temporal Dynamic Learning for Action Recognition by Yuan Yuan et al
05-02-2019	Learned Quality Enhancement via Multi-Frame Priors for HEVC Compliant Low-Delay Applications by Ming Lu et al
05-01-2019	Bean Split Ratio for Dry Bean Canning Quality and Variety Analysis by Yunfei Long et al
05-02-2019	Blind Deconvolution Method using Omnidirectional Gabor Filter-based Edge Information by Trung Dung Do et al
05-02-2019	DRIT++: Diverse Image-to-Image Translation via Disentangled Representations by Hsin-Ying Lee et al
05-03-2019	Leveraging Large-Scale Uncurated Data for Unsupervised Pre-training of Visual Features by Mathilde Caron et al
05-03-2019	Known-class Aware Self-ensemble for Open Set Domain Adaptation by Qing Lian et al
05-03-2019	Query-guided End-to-End Person Search by Bharti Munjal et al
05-02-2019	A Splitting-Based Iterative Algorithm for GPU-Accelerated Statistical Dual-Energy X-Ray CT Reconstruction by Fangda Li et al
04-30-2019	SurfelWarp: Efficient Non-Volumetric Single View Dynamic Reconstruction by Wei Gao et al
04-30-2019	Anomaly Detection in Traffic Scenes via Spatial-aware Motion Reconstruction by Yuan Yuan et al
04-30-2019	Non-Rigid Structure-From-Motion by Rank-One Basis Shapes by Sami S. Brandt et al
04-30-2019	Facial Expressions Analysis Under Occlusions Based on Specificities of Facial Motion Propagation by Delphine Poux et al
05-02-2019	Real-time and robust multiple-view gender classification using gait features in video surveillance by Trung Dung Do et al
05-03-2019	Learning Cross-Modal Embeddings with Adversarial Networks for Cooking Recipes and Food Images by Hao Wang et al
05-03-2019	Offline Writer Identification based on the Path Signature Feature by Songxuan Lai et al
04-30-2019	Detecting Reflections by Combining Semantic and Instance Segmentation by David Owen et al
04-30-2019	Comparative evaluation of 2D feature correspondence selection algorithms by Chen Zhao et al
05-01-2019	Estimation of Tissue Oxygen Saturation from RGB images and Sparse Hyperspectral Signals based on Conditional Generative Adversarial Network by Qingbiao Li et al
05-02-2019	Lifting Vectorial Variational Problems: A Natural Formulation based on Geometric Measure Theory and Discrete Exterior Calculus by Thomas Möllenhoff et al