2019.06.02 Vision papers

05-28-2019	EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks by Mingxing Tan et al
05-28-2019	SpArSe: Sparse Architecture Search for CNNs on Resource-Constrained Microcontrollers by Igor Fedorov et al
05-28-2019	Deep Scale-spaces: Equivariance Over Scale by Daniel E. Worrall et al
05-30-2019	A Hierarchical Probabilistic U-Net for Modeling Multi-Scale Ambiguities by Simon A. A. Kohl et al
05-29-2019	Are Disentangled Representations Helpful for Abstract Visual Reasoning? by Sjoerd van Steenkiste et al
05-29-2019	Wasserstein Style Transfer by Youssef Mroueh
05-28-2019	Cerberus: A Multi-headed Derenderer by Boyang Deng et al
05-30-2019	Video from Stills: Lensless Imaging with Rolling Shutter by Nick Antipa et al
05-28-2019	Video-to-Video Translation for Visual Speech Synthesis by Michail C. Doukas et al
05-28-2019	High Frequency Component Helps Explain the Generalization of Convolutional Neural Networks by Haohan Wang et al
05-30-2019	What Can Neural Networks Reason About? by Keyulu Xu et al
05-29-2019	Emergence of Object Segmentation in Perturbed Generative Models by Adam Bielski et al
05-29-2019	dd-SNE: Domain Adaptation using Stochastic Neighborhood Embedding by Xiang Xu et al
05-30-2019	Graph Neural Tangent Kernel: Fusing Graph Neural Networks with Graph Kernels by Simon S. Du et al
05-29-2019	A survey of Object Classification and Detection based on 2D/3D data by Xiaoke Shen
05-29-2019	Batch weight for domain adaptation with mass shift by Mikołaj Bińkowski et al
05-29-2019	The Fashion IQ Dataset: Retrieving Images by Combining Side Information and Relative Natural Language Feedback by Xiaoxiao Guo et al
05-28-2019	Unified Probabilistic Deep Continual Learning through Generative Replay and Open Set Recognition by Martin Mundt et al
05-29-2019	Entropic Regularisation of Robust Optimal Transport by Rozenn Dahyot et al
05-30-2019	Does computer vision matter for action? by Brady Zhou et al
05-29-2019	Zeroth-Order Stochastic Alternating Direction Method of Multipliers for Nonconvex Nonsmooth Optimization by Feihu Huang et al
05-28-2019	Image Alignment in Unseen Domains via Domain Deep Generalization by Thanh-Dat Truong et al
05-29-2019	What Makes Training Multi-Modal Networks Hard? by Weiyao Wang et al
05-30-2019	Grounding Language Attributes to Objects using Bayesian Eigenobjects by Vanya Cohen et al
05-30-2019	Interactive-predictive neural multimodal systems by Álvaro Peris et al
05-29-2019	Deep Learning Approach for Receipt Recognition by Anh Duc Le et al
05-29-2019	Learning Multilingual Word Embeddings Using Image-Text Data by Karan Singhal et al
05-28-2019	Unsupervised Learning from Video with Deep Neural Embeddings by Chengxu Zhuang et al
05-28-2019	Fault Sneaking Attack: a Stealthy Framework for Misleading Deep Neural Networks by Pu Zhao et al
05-30-2019	AssembleNet: Searching for Multi-Stream Neural Connectivity in Video Architectures by Michael S. Ryoo et al
05-29-2019	Bandlimiting Neural Networks Against Adversarial Attacks by Yuping Lin et al
05-30-2019	On Network Design Spaces for Visual Recognition by Ilija Radosavovic et al
05-28-2019	Leveraging Medical Visual Question Answering with Supporting Facts by Tomasz Kornuta et al
05-30-2019	RoNIN: Robust Neural Inertial Navigation in the Wild: Benchmark, Evaluations, and New Methods by Hang Yan et al
05-28-2019	Blocksworld Revisited: Learning and Reasoning to Generate Event-Sequences from Image Pairs by Tejas Gokhale et al
05-30-2019	iSAID: A Large-scale Dataset for Instance Segmentation in Aerial Images by Syed Waqas Zamir et al
05-29-2019	Attention: A Big Surprise for Cross-Domain Person Re-Identification by Haijun Liu et al
05-29-2019	Exploiting Epistemic Uncertainty of Anatomy Segmentation for Anomaly Detection in Retinal OCT by Philipp Seeböck et al
05-28-2019	LatentGNN: Learning Efficient Non-local Relations for Visual Recognition by Songyang Zhang et al
05-29-2019	GlyphGAN: Style-Consistent Font Generation Based on Generative Adversarial Networks by Hideaki Hayashi et al
05-30-2019	Prostate Cancer Detection using Deep Convolutional Neural Networks by Sunghwan Yoo et al
05-30-2019	Generalized Separable Nonnegative Matrix Factorization by Junjun Pan et al
05-29-2019	Dynamic Traffic Scene Classification with Space-Time Coherence by Athma Narayanan et al
05-29-2019	Complex-valued neural networks for machine learning on non-stationary physical data by Jesper Sören Dramsch et al
05-30-2019	Towards Photo-Realistic Visible Watermark Removal with Conditional Generative Adversarial Networks by Xiang Li et al
05-28-2019	Effect of context in swipe gesture-based continuous authentication on smartphones by Pekka Siirtola et al
05-29-2019	Unsupervised Classification of Street Architectures Based on InfoGAN by Ning Wang et al
05-30-2019	P3SGD: Patient Privacy Preserving SGD for Regularizing Deep CNNs in Pathological Image Classification by Bingzhe Wu et al
05-28-2019	Network Deconvolution by Chengxi Ye et al
05-30-2019	Hierarchical Structure and Joint Training for Large Scale Semi-supervised Object Detection by Ye Guo et al
05-28-2019	Learning Dynamics of Attention: Human Prior for Interpretable Machine Reasoning by Wonjae Kim et al
05-30-2019	Robust Sparse Regularization: Simultaneously Optimizing Neural Network Robustness and Compactness by Adnan Siraj Rakin et al
05-29-2019	Stabilizing GANs with Octave Convolutions by Ricard Durall et al
05-28-2019	ME-Net: Towards Effective Adversarial Robustness with Matrix Estimation by Yuzhe Yang et al
05-28-2019	Importance of user inputs while using incremental learning to personalize human activity recognition models by Pekka Siirtola et al
05-29-2019	Extending Monocular Visual Odometry to Stereo Camera System by Scale Optimization by Jiawei Mo et al
05-30-2019	Learning Semantics-aware Distance Map with Semantics Layering Network for Amodal Instance Segmentation by Ziheng Zhang et al
05-28-2019	FaceSwapNet: Landmark Guided Many-to-Many Face Reenactment by Jiangning Zhang et al
05-28-2019	Snooping Attacks on Deep Reinforcement Learning by Matthew Inkawhich et al
05-29-2019	The General Pair-based Weighting Loss for Deep Metric Learning by Haijun Liu et al
05-30-2019	A Trainable Multiplication Layer for Auto-correlation and Co-occurrence Extraction by Hideaki Hayashi et al
05-28-2019	Discrete Infomax Codes for Meta-Learning by Yoonho Lee et al
05-28-2019	Image classification using quantum inference on the D-Wave 2X by Nga T. T. Nguyen et al
05-30-2019	Semantics-Aligned Representation Learning for Person Re-identification by Xin Jin et al
05-29-2019	Learning Navigation Subroutines by Watching Videos by Ashish Kumar et al
05-28-2019	Adversarial Domain Adaptation Being Aware of Class Relationships by Zeya Wang et al
05-30-2019	Memory-efficient and fast implementation of local adaptive binarization methods by Chungkwong Chan
05-30-2019	Counting and Segmenting Sorghum Heads by Min-hwan Oh et al
05-29-2019	NPTC-net: Narrow-Band Parallel Transport Convolutional Neural Network on Point Clouds by Pengfei Jin et al
05-29-2019	Learning the Non-linearity in Convolutional Neural Networks by Gavneet Singh Chadha et al
05-29-2019	A Quaternion-based Certifiably Optimal Solution to the Wahba Problem with Outliers by Heng Yang et al
05-30-2019	3D Reconstruction of Whole Stomach from Endoscope Video Using Structure-from-Motion by Aji Resindra Widya et al
05-28-2019	Recognition in Unseen Domains: Domain Generalization via Universal Non-volume Preserving Models by Thanh-Dat Truong et al
05-30-2019	Align-and-Attend Network for Globally and Locally Coherent Video Inpainting by Sanghyun Woo et al
05-28-2019	Memory Integrity of CNNs for Cross-Dataset Facial Expression Recognition by Dylan C. Tannugi et al
05-31-2019	Time Series Anomaly Detection Using Convolutional Neural Networks and Transfer Learning by Tailai Wen et al
05-30-2019	Rethinking Table Parsing using Graph Neural Networks by Shah Rukh Qasim et al
05-29-2019	Disentangling Monocular 3D Object Detection by Andrea Simonelli et al
05-31-2019	TACNet: Transition-Aware Context Network for Spatio-Temporal Action Detection by Lin Song et al
05-29-2019	Segmentation of blood vessels in retinal fundus images by Michiel Straat et al
05-28-2019	Cross-Domain Transferability of Adversarial Perturbations by Muzammal Naseer et al
05-30-2019	A survey of advances in vision-based vehicle re-identification by Sultan Daud Khan et al
05-28-2019	Compositional Convolutional Networks For Robust Object Classification under Occlusion by Adam Kortylewski et al
05-30-2019	An attention-based multi-resolution model for prostate whole slide imageclassification and localization by Jiayun Li et al
05-29-2019	Food for thought: Ethical considerations of user trust in computer vision by Kaylen J. Pfisterer et al
05-28-2019	Texture CNN for Thermoelectric Metal Pipe Image Classification by Daniel Vriesman et al
05-28-2019	OICSR: Out-In-Channel Sparsity Regularization for Compact Deep Neural Networks by Jiashi Li et al
05-28-2019	Video-based Person Re-identification with Two-stream Convolutional Network and Co-attentive Snippet Embedding by Peixian Chen et al
05-28-2019	BreizhCrops: A Satellite Time Series Dataset for Crop Type Identification by Marc Rußwurm et al
05-29-2019	Evaluating Artificial Systems for Pairwise Ranking Tasks Sensitive to Individual Differences by Xing Liu et al
05-30-2019	Multi-modal Discriminative Model for Vision-and-Language Navigation by Haoshuo Huang et al
05-31-2019	Subspace Networks for Few-shot Classification by Arnout Devos et al
05-28-2019	Progressive Learning of Low-Precision Networks by Zhengguang Zhou et al
05-29-2019	Smooth Shells: Multi-Scale Shape Registration with Functional Maps by Marvin Eisenberger et al
05-28-2019	Probabilistic Category-Level Pose Estimation via Segmentation and Predicted-Shape Priors by Benjamin Burchfiel et al
05-30-2019	Large Scale Incremental Learning by Yue Wu et al
05-29-2019	Kernel-Induced Label Propagation by Mapping for Semi-Supervised Classification by Zhao Zhang et al
05-30-2019	Supervised Online Hashing via Similarity Distribution Learning by Mingbao Lin et al
05-31-2019	Combining Noise-to-Image and Image-to-Image GANs: Brain MR Image Augmentation for Tumor Detection by Changhee Han et al
05-30-2019	Residual Networks as Nonlinear Systems: Stability Analysis using Linearization by Kai Rothauge et al
05-31-2019	Fast Solar Image Classification Using Deep Learning and its Importance for Automation in Solar Physics by John A. Armstrong et al
05-29-2019	Coherent Semantic Attention for Image Inpainting by Hongyu Liu et al
05-29-2019	Super Interaction Neural Network by Yang Yao et al
05-30-2019	Seeing the Wind: Visual Wind Speed Prediction with a Coupled Convolutional and Recurrent Neural Network by Jennifer L Cardona et al
05-28-2019	Texture CNN for Histopathological Image Classification by Jonathan de Matos et al
05-31-2019	Deep interpretable architecture for plant diseases classification by Mohammed Brahimi et al
05-28-2019	Union Visual Translation Embedding for Visual Relationship Detection and Scene Graph Generation by Zih-Siou Hung et al
05-31-2019	Are Labels Required for Improving Adversarial Robustness? by Jonathan Uesato* et al
05-28-2019	Information-Theoretic Registration with Explicit Reorientation of Diffusion-Weighted Images by Henrik Grønholt Jensen et al
05-31-2019	Partial Scan Electron Microscopy with Deep Learning by Jeffrey M. Ede et al
05-31-2019	Unlabeled Data Improves Adversarial Robustness by Yair Carmon et al
05-28-2019	SizeNet: Weakly Supervised Learning of Visual Size and Fit in Fashion Images by Nour Karessli et al
05-28-2019	The Nipple-Areola Complex for Criminal Identification by Wojciech Michal Matkowski et al
05-30-2019	Multi-Precision Quantized Neural Networks via Encoding Decomposition of -1 and +1 by Qigong Sun et al
05-28-2019	Vehicle Detection in Deep Learning by Yao Xiao
05-29-2019	Image Denoising with Graph-Convolutional Neural Networks by Diego Valsesia et al
05-29-2019	Vision-to-Language Tasks Based on Attributes and Attention Mechanism by Xuelong Li et al
05-30-2019	Multitask Text-to-Visual Embedding with Titles and Clickthrough Data by Pranav Aggarwal et al
05-28-2019	Invertible generative models for inverse problems: mitigating representation error and dataset bias by Muhammad Asim et al
05-29-2019	KG-GAN: Knowledge-Guided Generative Adversarial Networks by Che-Han Chang et al
05-28-2019	Deep Dilated Convolutional Nets for the Automatic Segmentation of Retinal Vessels by Ali Hatamizadeh et al
05-28-2019	Online Filter Clustering and Pruning for Efficient Convnets by Zhengguang Zhou et al
05-29-2019	Hierarchical Feature Aggregation Networks for Video Action Recognition by Swathikiran Sudhakaran et al
05-29-2019	Image-to-Image Translation with Multi-Path Consistency Regularization by Jianxin Lin et al
05-31-2019	Joint Representation of Multiple Geometric Priors via a Shape Decomposition Model for Single Monocular 3D Pose Estimation by Mengxi Jiang et al
05-29-2019	Instance-Aware Representation Learning and Association for Online Multi-Person Tracking by Hefeng Wu et al
05-30-2019	All-In-One Underwater Image Enhancement using Domain-Adversarial Learning by Pritish Uplavikar et al
05-28-2019	An Analysis of Object Embeddings for Image Retrieval by Bor-Chun Chen et al
05-28-2019	Volumetric Capture of Humans with a Single RGBD Camera via Semi-Parametric Learning by Rohit Pandey et al
05-31-2019	Point Clouds Learning with Attention-based Graph Convolution Networks by Zhuyang Xie et al
05-28-2019	Autonomous Human Activity Classification from Ego-vision Camera and Accelerometer Data by Yantao Lu et al
05-28-2019	Hallucinating Optical Flow Features for Video Classification by Yongyi Tang et al
05-28-2019	Image Deformation Meta-Networks for One-Shot Learning by Zitian Chen et al
05-28-2019	Closed-Loop Adaptation for Weakly-Supervised Semantic Segmentation by Zhengqiang Zhang et al
05-31-2019	Deep Dual Relation Modeling for Egocentric Interaction Recognition by Haoxin Li et al
05-31-2019	Scene Text Visual Question Answering by Ali Furkan Biten et al
05-28-2019	Dynamic Distribution Pruning for Efficient Network Architecture Search by Xiawu Zheng et al
05-31-2019	3DPalsyNet: A Facial Palsy Grading and Motion Recognition Framework using Fully 3D Convolutional Neural Networks by Gary Storey et al
05-29-2019	Distant Pedestrian Detection in the Wild using Single Shot Detector with Deep Convolutional Generative Adversarial Networks by Ranjith Dinakaran et al
05-28-2019	Towards Real Scene Super-Resolution with Raw Images by Xiangyu Xu et al
05-30-2019	Design Light-weight 3D Convolutional Networks for Video Recognition Temporal Residual, Fully Separable Block, and Fast Algorithm by Haonan Wang et al
05-28-2019	FireNet: A Specialized Lightweight Fire & Smoke Detection Model for Real-Time IoT Applications by Arpit Jadon et al
05-28-2019	A Cost Efficient Approach to Correct OCR Errors in Large Document Collections by Deepayan Das et al
05-31-2019	Multimodal Joint Emotion and Game Context Recognition in League of Legends Livestreams by Charles Ringer et al
05-31-2019	A Riemanian Approach to Blob Detection in Manifold-Valued Images by Aleksei Shestov et al
05-31-2019	Known-plaintext attack and ciphertext-only attack for encrypted single-pixel imaging by Shuming Jiao et al
05-28-2019	Integrated Neural Network and Machine Vision Approach For Leather Defect Classification by Sze-Teng Liong et al
05-29-2019	Flat2Layout: Flat Representation for Estimating Layout of General Room Types by Chi-Wei Hsiao et al
05-28-2019	Learning Robust Global Representations by Penalizing Local Predictive Power by Haohan Wang et al
05-28-2019	PHT-bot: Deep-Learning based system for automatic risk stratification of COPD patients based upon signs of Pulmonary Hypertension by David Chettrit et al
05-28-2019	LeagueAI: Improving object detector performance and flexibility through automatically generated training data and domain randomization by Oliver Struckmeier
05-29-2019	Application of Different Simulated Spectral Data and Machine Learning to Estimate the Chlorophyll aaConcentration of Several Inland Waters by Philipp M. Maier et al
05-29-2019	Provably scale-covariant hierarchical continuous networks based on scale-normalized differential expressions coupled in cascade by Tony Lindeberg
05-28-2019	A Compact Representation of Histopathology Images using Digital Stain Separation & Frequency-Based Encoded Local Projections by Alison K. Cheeseman et al