2020.02.24 Vision papers

02-19-2020	SummaryNet: A Multi-Stage Deep Learning Model for Automatic Video Summarisation by Ziyad Jappie et al
02-19-2020	Human Action Recognition using Local Two-Stream Convolution Neural Network Features and Support Vector Machines by David Torpey et al
02-19-2020	Captioning Images Taken by People Who Are Blind by Danna Gurari et al
02-20-2020	Deep Learning-Based Feature Extraction in Iris Recognition: Use Existing Models, Fine-tune or Train From Scratch? by Aidan Boyd et al
02-20-2020	Automatic Shortcut Removal for Self-Supervised Representation Learning by Matthias Minderer et al
02-20-2020	Deep Learning Estimation of Multi-Tissue Constrained Spherical Deconvolution with Limited Single Shell DW-MRI by Vishwesh Nath et al
02-20-2020	KaoKore: A Pre-modern Japanese Art Facial Expression Dataset by Yingtao Tian et al
02-21-2020	Unsupervised Enhancement of Soft-biometric Privacy with Negative Face Recognition by Philipp Terhörst et al
02-18-2020	Algorithm-hardware Co-design for Deformable Convolution by Qijing Huang et al
02-20-2020	Boosting Adversarial Training with Hypersphere Embedding by Tianyu Pang et al
02-21-2020	The Automated Inspection of Opaque Liquid Vaccines by Gregory Palmer et al
02-20-2020	Leveraging Photogrammetric Mesh Models for Aerial-Ground Feature Point Matching Toward Integrated 3D Reconstruction by Qing Zhu et al
02-20-2020	Cross-stained Segmentation from Renal Biopsy Images Using Multi-level Adversarial Learning by Ke Mei et al
02-19-2020	Extracting Semantic Indoor Maps from Occupancy Grids by Ziyuan Liu et al
02-20-2020	Focus on Semantic Consistency for Cross-domain Crowd Understanding by Tao Han et al
02-20-2020	Strategy to Increase the Safety of a DNN-based Perception for HAD Systems by Timo Sämann et al
02-19-2020	Randomized Smoothing of All Shapes and Sizes by Greg Yang et al
02-19-2020	Hierarchical Quantized Autoencoders by Will Williams et al
02-21-2020	Detection and Classification of Astronomical Targets with Deep Neural Networks in Wide Field Small Aperture Telescopes by Peng Jia et al
02-21-2020	Stochastic Latent Residual Video Prediction by Jean-Yves Franceschi et al
02-19-2020	Towards a Complete Pipeline for Segmenting Nuclei in Feulgen-Stained Images by Luiz Antonio Buschetto Macarini et al
02-20-2020	Disentangled Speech Embeddings using Cross-modal Self-supervision by Arsha Nagrani et al
02-20-2020	Object 6D Pose Estimation with Non-local Attention by Jianhan Mei et al
02-18-2020	Robust Quantization: One Model to Rule Them All by Moran Shkolnik et al
02-18-2020	Voxel-Based Indoor Reconstruction From HoloLens Triangle Meshes by P. Hübner et al
02-20-2020	Greedy Policy Search: A Simple Baseline for Learnable Test-Time Augmentation by Dmitry Molchanov et al
02-18-2020	Computational optimization of convolutional neural networks using separated filters architecture by Elena Limonova et al
02-18-2020	Picking Winning Tickets Before Training by Preserving Gradient Flow by Chaoqi Wang et al
02-19-2020	Neural Networks on Random Graphs by Romuald A. Janik et al
02-19-2020	Feasibility of Video-based Sub-meter Localization on Resource-constrained Platforms by Abm Musa et al
02-19-2020	VQA-LOL: Visual Question Answering under the Lens of Logic by Tejas Gokhale et al
02-19-2020	Weakly Supervised Semantic Segmentation of Satellite Images for Land Cover Mapping -- Challenges and Opportunities by Michael Schmitt et al
02-20-2020	Audio-video Emotion Recognition in the Wild using Deep Hybrid Networks by Xin Guo et al
02-20-2020	A Novel Framework for Selection of GANs for an Application by Tanya Motwani et al
02-18-2020	Learning Bijective Feature Maps for Linear ICA by Alexander Camuto et al
02-19-2020	Pruning untrained neural networks: Principles and Analysis by Soufiane Hayou et al
02-18-2020	Universal-RCNN: Universal Object Detector via Transferable Graph R-CNN by Hang Xu et al
02-19-2020	Fast and Regularized Reconstruction of Building Fa\c{c}ades from Street-View Images using Binary Integer Programming by Han Hu et al
02-18-2020	On-line non-overlapping camera calibration net by Zhao Fangda et al
02-21-2020	Exploiting the Full Capacity of Deep Neural Networks while Avoiding Overfitting by Targeted Sparsity Regularization by Karim Huesmann et al
02-21-2020	Fine-Grained Instance-Level Sketch-Based Video Retrieval by Peng Xu et al
02-20-2020	The DIDI dataset: Digital Ink Diagram data by Philippe Gervais et al
02-19-2020	Modelling response to trypophobia trigger using intermediate layers of ImageNet networks by Piotr Woźnicki et al
02-18-2020	Camera Model Anonymisation with Augmented cGANs by Jerone T. A. Andrews et al
02-18-2020	MAST: A Memory-Augmented Self-supervised Tracker by Zihang Lai et al
02-18-2020	Deflecting Adversarial Attacks by Yao Qin et al
02-19-2020	Model-Agnostic Structured Sparsification with Learnable Channel Shuffle by Xin-Yu Zhang et al
02-21-2020	3D U-Net for Segmentation of Plant Root MRI Images in Super-Resolution by Yi Zhao et al
02-19-2020	When Radiology Report Generation Meets Knowledge Graph by Yixiao Zhang et al
02-20-2020	Complete Endomorphisms in Computer Vision by Javier Finat et al
02-18-2020	LocoGAN -- Locally Convolutional GAN by Łukasz Struski et al
02-18-2020	Towards Query-Efficient Black-Box Adversary with Zeroth-Order Natural Gradient Descent by Pu Zhao et al
02-20-2020	An empirical study of Conv-TasNet by Berkan Kadioglu et al
02-20-2020	Unsupervised Multi-Class Domain Adaptation: Theory, Algorithms, and Practice by Yabin Zhang et al
02-18-2020	The Tree Ensemble Layer: Differentiability meets Conditional Computation by Hussein Hazimeh et al
02-19-2020	SYMOG: learning symmetric mixture of Gaussian modes for improved fixed-point quantization by Lukas Enderich et al
02-19-2020	Expressing Objects just like Words: Recurrent Visual Embedding for Image-Text Matching by Tianlang Chen et al
02-20-2020	Learning Precise 3D Manipulation from Multiple Uncalibrated Cameras by Iretiayo Akinola et al
02-20-2020	Unsupervised Domain Adaptation via Discriminative Manifold Embedding and Alignment by You-Wei Luo et al
02-20-2020	Stroke Constrained Attention Network for Online Handwritten Mathematical Expression Recognition by Jiaming Wang et al
02-20-2020	Neural Network Compression Framework for fast model inference by Alexander Kozlov et al
02-19-2020	Revisiting Training Strategies and Generalization Performance in Deep Metric Learning by Karsten Roth et al
02-20-2020	A Bayes-Optimal View on Adversarial Examples by Eitan Richardson et al
02-19-2020	Variational Encoder-based Reliable Classification by Chitresh Bhushan et al
02-20-2020	Bi-directional Dermoscopic Feature Learning and Multi-scale Consistent Decision Fusion for Skin Lesion Segmentation by Xiaohong Wang et al
02-18-2020	EHSOD: CAM-Guided End-to-end Hybrid-Supervised Object Detection with Cascade Refinement by Linpu Fang et al
02-21-2020	Efficient Learning of Model Weights via Changing Features During Training by Marcell Beregi-Kovács et al
02-19-2020	DeFraudNet:End2End Fingerprint Spoof Detection using Patch Level Attention by B. V. S Anusha et al
02-20-2020	Face Phylogeny Tree Using Basis Functions by Sudipta Banerjee et al
02-19-2020	Cooperative LIDAR Object Detection via Feature Sharing in Deep Networks by Ehsan Emad Marvasti et al
02-18-2020	Universal Domain Adaptation through Self Supervision by Kuniaki Saito et al
02-19-2020	SD-GAN: Structural and Denoising GAN reveals facial parts under occlusion by Samik Banerjee et al
02-20-2020	Comparing Different Deep Learning Architectures for Classification of Chest Radiographs by Keno K. Bressem et al
02-18-2020	Few-Shot Few-Shot Learning and the role of Spatial Attention by Yann Lifchitz et al
02-19-2020	Three-Stream Fusion Network for First-Person Interaction Recognition by Ye-Ji Kim et al
02-18-2020	Globally optimal point set registration by joint symmetry plane fitting by Lan Hu et al
02-19-2020	Enlarging Discriminative Power by Adding an Extra Class in Unsupervised Domain Adaptation by Hai H. Tran et al
02-19-2020	Meta Segmentation Network for Ultra-Resolution Medical Images by Tong Wu et al
02-19-2020	Cross-Resolution Adversarial Dual Network for Person Re-Identification and Beyond by Yu-Jhe Li et al
02-19-2020	Fast Implementation of Morphological Filtering Using ARM NEON Extension by Elena Limonova et al
02-20-2020	Adapted Center and Scale Prediction: More Stable and More Accurate by Wenhao Wang
02-20-2020	Deep Multi-Facial Patches Aggregation Network For Facial Expression Recognition by Ahmed Rachid Hazourli et al
02-20-2020	Affective Expression Analysis in-the-wild using Multi-Task Temporal Statistical Deep Learning Model by Nhu-Tai Do et al
02-20-2020	BlockGAN: Learning 3D Object-aware Scene Representations from Unlabelled Images by Thu Nguyen-Phuoc et al
02-20-2020	Comparing recurrent and convolutional neural networks for predicting wave propagation by Stathi Fotiadis et al
02-18-2020	V4D:4D Convolutional Neural Networks for Video-level Representation Learning by Shiwen Zhang et al
02-19-2020	siaNMS: Non-Maximum Suppression with Siamese Networks for Multi-Camera 3D Object Detection by Irene Cortes et al
02-20-2020	Post-training Quantization with Multiple Points: Mixed Precision without Mixed Precision by Xingchao Liu et al
02-20-2020	Unsupervised Pre-trained, Texture Aware And Lightweight Model for Deep Learning-Based Iris Recognition Under Limited Annotated Data by Manashi Chakraborty et al
02-20-2020	Brain Age Estimation Using LSTM on Childrens Brain MRI by Sheng He et al
02-21-2020	Learning to Inpaint by Progressively Growing the Mask Regions by Mohamed Abbas Hedjazi et al
02-20-2020	A Convolutional Neural Network into graph space by Maxime Martineau et al
02-20-2020	Domain Adaptive Adversarial Learning Based on Physics Model Feedback for Underwater Image Enhancement by Yuan Zhou et al
02-21-2020	Convolutional Tensor-Train LSTM for Spatio-temporal Learning by Jiahao Su et al
02-21-2020	Robust Iris Presentation Attack Detection Fusing 2D and 3D Information by Zhaoyuan Fang et al
02-21-2020	Disentangling Controllable Object through Video Prediction Improves Visual Reinforcement Learning by Yuanyi Zhong et al
02-18-2020	Lake Ice Monitoring with Webcams and Crowd-Sourced Images by Rajanie Prabha et al
02-18-2020	Knowledge Integration Networks for Action Recognition by Shiwen Zhang et al
02-20-2020	Are Gabor Kernels Optimal for Iris Recognition? by Aidan Boyd et al
02-19-2020	Learning Object Scale With Click Supervision for Object Detection by Liao Zhang et al
02-21-2020	SemanticPOSS: A Point Cloud Dataset with Large Quantity of Dynamic Instances by Yancheng Pan et al
02-19-2020	AdvMS: A Multi-source Multi-cost Defense Against Adversarial Attacks by Xiao Wang et al
02-19-2020	Interactive Natural Language-based Person Search by Vikram Shree et al
02-20-2020	A survey on Semi-, Self- and Unsupervised Techniques in Image Classification by Lars Schmarje et al
02-20-2020	Roto-Translation Equivariant Convolutional Networks: Application to Histopathology Image Analysis by Maxime W. Lafarge et al
02-20-2020	Bimodal Distribution Removal and Genetic Algorithm in Neural Network for Breast Cancer Diagnosis by Ke Quan
02-18-2020	Dataset of Segmented Nuclei in Hematoxylin and Eosin Stained Histopathology Images of 10 Cancer Types by Le Hou et al
02-21-2020	Curating Social Media Data by Kushal Vaghani
02-18-2020	Automated Cardiothoracic Ratio Calculation and Cardiomegaly Detection using Deep Learning Approach by Isarun Chamveha et al
02-18-2020	Registration of multi-view point sets under the perspective of expectation-maximization by Jihua Zhu et al
02-20-2020	Spatiotemporal Relationship Reasoning for Pedestrian Intent Prediction by Bingbin Liu et al
02-19-2020	Unsupervised Temporal Feature Aggregation for Event Detection in Unstructured Sports Videos by Subhajit Chaudhury et al
02-19-2020	Weakly-Supervised Semantic Segmentation by Iterative Affinity Learning by Xiang Wang et al
02-19-2020	Deep Fusion of Local and Non-Local Features for Precision Landslide Recognition by Qing Zhu et al
02-19-2020	Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation by Jian Liang et al
02-19-2020	Fawkes: Protecting Personal Privacy against Unauthorized Deep Learning Models by Shawn Shan et al
02-19-2020	A Generalizable Knowledge Framework for Semantic Indoor Mapping Based on Markov Logic Networks and Data Driven MCMC by Ziyuan Liu et al
02-19-2020	T-Net: A Template-Supervised Network for Task-specific Feature Extraction in Biomedical Image Analysis by Weinan Song et al
02-18-2020	MapLUR: Exploring a new Paradigm for Estimating Air Pollution using Deep Learning on Map Images by Michael Steininger et al
02-18-2020	Deep Learning in Medical Ultrasound Image Segmentation: a Review by Ziyang Wang
02-18-2020	Towards Bounding-Box Free Panoptic Segmentation by Ujwal Bonde et al
02-20-2020	Learning Intermediate Features of Object Affordances with a Convolutional Neural Network by Aria Yuan Wang et al
02-20-2020	Affinity and Diversity: Quantifying Mechanisms of Data Augmentation by Raphael Gontijo-Lopes et al
02-18-2020	Block Switching: A Stochastic Approach for Deep Learning Security by Xiao Wang et al
02-21-2020	Calibrating Deep Neural Networks using Focal Loss by Jishnu Mukhoti et al
02-19-2020	MonoLayout: Amodal scene layout from a single image by Kaustubh Mani et al
02-19-2020	JRMOT: A Real-Time 3D Multi-Object Tracker and a New Large-Scale Dataset by Abhijeet Shenoi et al
02-21-2020	Residual Knowledge Distillation by Mengya Gao et al
02-21-2020	Bidirectional Generative Modeling Using Adversarial Gradient Estimation by Xinwei Shen et al
02-19-2020	Table-Top Scene Analysis Using Knowledge-Supervised MCMC by Ziyuan Liu et al
02-20-2020	Photorealistic Lip Sync with Adversarial Temporal Convolutional Networks by Ruobing Zheng et al
02-19-2020	Fine tuning U-Net for ultrasound image segmentation: which layers? by Mina Amiri et al
02-18-2020	DivideMix: Learning with Noisy Labels as Semi-supervised Learning by Junnan Li et al
02-18-2020	FeatureNMS: Non-Maximum Suppression by Learning Feature Embeddings by Niels Ole Salscheider
02-18-2020	Motion Deblurring using Spatiotemporal Phase Aperture Coding by Shay Elmalem et al
02-18-2020	NoiseBreaker: Gradual Image Denoising Guided by Noise Analysis by Florian Lemarchand et al