2019.09.30 Vision papers

09-24-2019	Interactive Sketch & Fill: Multiclass Sketch-to-Image Translation by Arnab Ghosh et al
09-24-2019	Pretraining boosts out-of-domain robustness for pose estimation by Alexander Mathis et al
09-24-2019	FEED: Feature-level Ensemble for Knowledge Distillation by SeongUk Park et al
09-24-2019	Synthetic dataset generation for object-to-model deep learning in industrial applications by Matthew Z. Wong et al
09-24-2019	Fast and Accurate Convolutional Object Detectors for Real-time Embedded Platforms by Min-Kook Choi et al
09-24-2019	Distortion Estimation Through Explicit Modeling of the Refractive Surface by Szabolcs Pável et al
09-25-2019	Deep Learning for Deepfakes Creation and Detection by Thanh Thi Nguyen et al
09-24-2019	Unsupervised Deep Features for Privacy Image Classification by Chiranjibi Sitaula et al
09-25-2019	Deep Predictive Motion Tracking in Magnetic Resonance Imaging: Application to Fetal Imaging by Ayush Singh et al
09-25-2019	The Good, the Bad and the Ugly: Evaluating Convolutional Neural Networks for Prohibited Item Detection Using Real and Synthetically Composited X-ray Imagery by Neelanjan Bhowmik et al
09-25-2019	Synthetic Data for Deep Learning by Sergey I. Nikolenko
09-24-2019	Image Recognition using Region Creep by Kieran Greer
09-25-2019	Domain-invariant Learning using Adaptive Filter Decomposition by Ze Wang et al
09-24-2019	Object-Contextual Representations for Semantic Segmentation by Yuhui Yuan et al
09-24-2019	Message Scheduling for Performant, Many-Core Belief Propagation by Mark Van der Merwe et al
09-24-2019	Sign Language Recognition Analysis using Multimodal Data by Al Amin Hosain et al
09-24-2019	Unified Vision-Language Pre-Training for Image Captioning and VQA by Luowei Zhou et al
09-25-2019	Conditional Transferring Features: Scaling GANs to Thousands of Classes with 30% Less High-quality Data for Training by Chunpeng Wu et al
09-24-2019	Restyling Data: Application to Unsupervised Domain Adaptation by Vasileios Gkitsas et al
09-25-2019	Attention Convolutional Binary Neural Tree for Fine-Grained Visual Categorization by Ruyi Ji et al
09-24-2019	On the Convergence of ADMM with Task Adaption and Beyond by Risheng Liu et al
09-25-2019	Stochastic Conditional Generative Networks with Basis Decomposition by Ze Wang et al
09-25-2019	Beyond image classification: zooplankton identification with deep vector space embeddings by Ketil Malde et al
09-24-2019	Dimension Estimation Using Autoencoders by Nitish Bahadur et al
09-24-2019	Direct training based spiking convolutional neural networks for object recognition by Shibo Zhou et al
09-24-2019	Enhancing Traffic Scene Predictions with Generative Adversarial Networks by Peter König et al
09-25-2019	Guided Attention Network for Object Detection and Counting on Drones by Yuanqiang Cai et al
09-24-2019	Posture and sequence recognition for Bharatanatyam dance performances using machine learning approach by Tanwi Mallick et al
09-24-2019	IR-Net: Forward and Backward Information Retention for Highly Accurate Binary Neural Networks by Haotong Qin et al
09-24-2019	s-LWSR: Super Lightweight Super-Resolution Network by Biao Li et al
09-24-2019	Offline identification of surgical deviations in laparoscopic rectopexy by Arnaud Huaulmé et al
09-25-2019	Accurate and Compact Convolutional Neural Networks with Trained Binarization by Zhe Xu et al
09-25-2019	Balancing Specialization, Generalization, and Compression for Detection and Tracking by Dotan Kaufman et al
09-25-2019	Mixup Inference: Better Exploiting Mixup to Defend Adversarial Attacks by Tianyu Pang et al
09-24-2019	Anchor Loss: Modulating Loss Scale based on Prediction Difficulty by Serim Ryou et al
09-24-2019	Single Camera Training for Person Re-identification by Tianyu Zhang et al
09-25-2019	FALCON: Fast and Lightweight Convolution for Compressing and Accelerating CNN by Chun Quan et al
09-25-2019	Gated Channel Transformation for Visual Recognition by Zongxin Yang et al
09-25-2019	Towards continuous learning for glioma segmentation with elastic weight consolidation by Karin van Garderen et al
09-25-2019	Multi-modal segmentation with missing MR sequences using pre-trained fusion networks by Karin van Garderen et al
09-25-2019	CAT: Compression-Aware Training for bandwidth reduction by Chaim Baskin et al
09-25-2019	Non-imaging single-pixel sensing with optimized binary modulation by Hao Fu et al
09-24-2019	Monocular Pedestrian Orientation Estimation Based on Deep 2D-3D Feedforward by Chenchen Zhao et al
09-24-2019	A System-Level Solution for Low-Power Object Detection by Fanrong Li et al
09-25-2019	A Closer Look at Domain Shift for Deep Learning in Histopathology by Karin Stacke et al
09-25-2019	MIC: Mining Interclass Characteristics for Improved Metric Learning by Karsten Roth et al
09-24-2019	Deep Mangoes: from fruit detection to cultivar identification in colour images of mango trees by Philippe Borianne et al
09-24-2019	Multi-Person 3D Human Pose Estimation from Monocular Images by Rishabh Dabral et al
09-25-2019	Efficient Residual Dense Block Search for Image Super-Resolution by Dehua Song et al
09-25-2019	mustGAN: Multi-Stream Generative Adversarial Networks for MR Image Synthesis by Mahmut Yurt et al
09-24-2019	COLTRANE: ConvolutiOnaL TRAjectory NEtwork for Deep Map Inference by Arian Prabowo et al
09-25-2019	Towards Automated Biometric Identification of Sea Turtles (Chelonia mydas) by Irwandi Hipiny et al
09-24-2019	Accept Synthetic Objects as Real: End-to-End Training of Attentive Deep Visuomotor Policies for Manipulation in Clutter by Pooya Abolghasemi et al
09-24-2019	Rescan: Inductive Instance Segmentation for Indoor RGBD Scans by Maciej Halber et al
09-24-2019	Multi-scale fully convolutional neural networks for histopathology image segmentation: from nuclear aberrations to the global tissue architecture by Rüdiger Schmitz et al
09-24-2019	Augmented Memory for Correlation Filters in Real-Time UAV Tracking by Yiming Li et al
09-24-2019	Learning Propagation for Arbitrarily-structured Data by Sifei Liu et al
09-24-2019	Carving out the low surface brightness universe with NoiseChisel by Mohammad Akhlaghi
09-24-2019	Intelligent image synthesis to attack a segmentation CNN using adversarial learning by Liang Chen et al
09-24-2019	Augmenting the Pathology Lab: An Intelligent Whole Slide Image Classification System for the Real World by Julianna D. Ianni et al
09-24-2019	PolSAR Image Classification Based on Dilated Convolution and Pixel-Refining Parallel Mapping network in the Complex Domain by Xiao Dongling et al
09-25-2019	Cross-View Kernel Similarity Metric Learning Using Pairwise Constraints for Person Re-identification by T M Feroz Ali et al
09-25-2019	Deep learning vessel segmentation and quantification of the foveal avascular zone using commercial and prototype OCT-A platforms by Morgan Heisler et al
09-25-2019	Dual Adaptive Pyramid Network for Cross-Stain Histopathology Image Segmentation by Xianxu Hou et al
09-25-2019	Robust Semi-Direct Monocular Visual Odometry Using Edge and Illumination-Robust Cost by Xiaolong Wu et al
09-26-2019	Towards neural networks that provably know when they dont know by Alexander Meinke et al
09-25-2019	UNITER: Learning UNiversal Image-TExt Representations by Yen-Chun Chen et al
09-26-2019	Liquid Warping GAN: A Unified Framework for Human Motion Imitation, Appearance Transfer and Novel View Synthesis by Wen Liu et al
09-26-2019	Implicit Semantic Data Augmentation for Deep Networks by Yulin Wang et al
09-26-2019	The Stroke Correspondence Problem, Revisited by Dominik Klein
09-26-2019	Unsupervised Image Translation using Adversarial Networks for Improved Plant Disease Recognition by Haseeb Nazki et al
09-25-2019	Lightweight Image Super-Resolution with Information Multi-distillation Network by Zheng Hui et al
09-25-2019	Unsupervised Universal Self-Attention Network for Graph Classification by Dai Quoc Nguyen et al
09-26-2019	Subjective and Objective De-raining Quality Assessment Towards Authentic Rain Image by Qingbo Wu et al
09-26-2019	Learning Energy-based Spatial-Temporal Generative ConvNets for Dynamic Patterns by Jianwen Xie et al
09-26-2019	Range Adaptation for 3D Object Detection in LiDAR by Ze Wang et al
09-25-2019	Explicitly disentangling image content from translation and rotation with spatial-VAE by Tristan Bepler et al
09-26-2019	Compact Trilinear Interaction for Visual Question Answering by Tuong Do et al
09-25-2019	Classification of Histopathological Biopsy Images Using Ensemble of Deep Learning Networks by Sara Hosseinzadeh Kassani et al
09-26-2019	Adaptive Class Weight based Dual Focal Loss for Improved Semantic Segmentation by Md Sazzad Hossain et al
09-25-2019	Deep-learning-based Breast CT for Radiation Dose Reduction by Wenxiang Cong et al
09-25-2019	Revisit Knowledge Distillation: a Teacher-free Framework by Li Yuan et al
09-25-2019	Overcoming Data Limitation in Medical Visual Question Answering by Binh D. Nguyen et al
09-25-2019	A Hybrid Deep Learning Architecture for Leukemic B-lymphoblast Classification by Sara Hosseinzadeh Kassani et al
09-24-2019	WiderPerson: A Diverse Dataset for Dense Pedestrian Detection in the Wild by Shifeng Zhang et al
09-26-2019	Two-stage Image Classification Supervised by a Single Teacher Single Student Model by Jianhang Zhou et al
09-25-2019	Optimal Transport, CycleGAN, and Penalized LS for Unsupervised Learning in Inverse Problems by Byeongsu Sim et al
09-26-2019	Balanced Binary Neural Networks with Gated Residual by Mingzhu Shen et al
09-25-2019	Good Robot!: Efficient Reinforcement Learning for Multi-Step Visual Tasks via Reward Shaping by Andrew Hundt et al
09-25-2019	Learning Pixel Representations for Generic Segmentation by Oran Shayer et al
09-26-2019	Multiple Object Forecasting: Predicting Future Object Locations in Diverse Environments by Olly Styles et al
09-25-2019	Convolutional Neural Networks with Dynamic Regularization by Yi Wang et al
09-25-2019	LAVAE: Disentangling Location and Appearance by Andrea Dittadi et al
09-25-2019	A fast, complete, point cloud based loop closure for LiDAR odometry and mapping by Jiarong Lin et al
09-26-2019	RLBench: The Robot Learning Benchmark & Learning Environment by Stephen James et al
09-26-2019	StacNAS: Towards stable and consistent optimization for differentiable Neural Architecture Search by Guilin Li et al
09-26-2019	Follows Form: Regression from Complete Thoracic Computed Tomography Scans by Max Argus et al
09-26-2019	Multi-grained Attention Networks for Single Image Super-Resolution by Huapeng Wu et al
09-26-2019	A Symmetric Equilibrium Generative Adversarial Network with Attention Refine Block for Retinal Vessel Segmentation by Yukun Zhou et al
09-26-2019	DCTD: Deep Conditional Target Densities for Accurate Regression by Fredrik K. Gustafsson et al
09-26-2019	Dual-Stream Pyramid Registration Network by Xiaojun Hu et al
09-25-2019	Breast Cancer Diagnosis with Transfer Learning and Global Pooling by Sara Hosseinzadeh Kassani et al
09-26-2019	Deep Model Transferability from Attribution Maps by Jie Song et al
09-26-2019	Segmentation of points of interest during fetal cardiac assesment in the first trimester from color Doppler ultrasound by Ruxandra Stoean et al
09-26-2019	In-field grape berries counting for yield estimation using dilated CNNs by L. Coviello et al
09-25-2019	Unsupervised Domain Adaptation through Self-Supervision by Yu Sun et al
09-26-2019	Fast and Effective Adaptation of Facial Action Unit Detection Deep Model by Mihee Lee et al
09-26-2019	Convex Relaxations for Consensus and Non-Minimal Problems in 3D Vision by Thomas Probst et al
09-26-2019	Learned Point Cloud Geometry Compression by Jianqiang Wang et al
09-26-2019	DISCOMAN: Dataset of Indoor SCenes for Odometry, Mapping And Navigation by Pavel Kirsanov et al
09-26-2019	COPHY: Counterfactual Learning of Physical Dynamics by Fabien Baradel et al
09-26-2019	Balancing Domain Gap for Object Instance Detection by Woo-han Yun et al
09-25-2019	Data consistency networks for (calibration-less) accelerated parallel MR image reconstruction by Jo Schlemper et al
09-26-2019	Hyperspectral Image Classification With Context-Aware Dynamic Graph Convolutional Network by Sheng Wan et al
09-26-2019	FoodAI: Food Image Recognition via Deep Learning for Smart Food Logging by Doyen Sahoo et al
09-26-2019	Multi-scale Dynamic Feature Encoding Network for Image Demoireing by Xi Cheng et al
09-26-2019	Joint-task Self-supervised Learning for Temporal Correspondence by Xueting Li et al
09-26-2019	Deep Video Deblurring: The Devil is in the Details by Jochen Gast et al
09-26-2019	Smart Ternary Quantization by Grégoire Morin et al
09-26-2019	Resolving Marker Pose Ambiguity by Robust Rotation Averaging with Clique Constraints by Shin-Fang Ch'ng et al