2019.10.07 Vision papers

10-03-2019	On the Efficacy of Knowledge Distillation by Jang Hyun Cho et al
10-01-2019	Research on insect pest image detection and recognition based on bio-inspired methods by Loris Nanni et al
10-02-2019	Learning Continuous 3D Reconstructions for Geometrically Aware Grasping by Mark Van der Merwe et al
10-01-2019	Temporal Multimodal Fusion for Driver Behavior Prediction Tasks using Gated Recurrent Fusion Units by Athma Narayanan et al
10-03-2019	Face Manifold: Manifold Learning for Synthetic Face Generation by Kimia Dinashi et al
10-02-2019	Empirical evaluation of full-reference image quality metrics on MDID database by Domonkos Varga
10-01-2019	Underwhelming Generalization Improvements From Controlling Feature Attribution by Joseph D. Viviano et al
10-01-2019	Elastic-InfoGAN: Unsupervised Disentangled Representation Learning in Imbalanced Data by Utkarsh Ojha et al
10-03-2019	Sit-to-Stand Analysis in the Wild using Silhouettes for Longitudinal Health Monitoring by Alessandro Masullo et al
10-01-2019	Unsupervised Generative 3D Shape Learning from Natural Images by Attila Szabó et al
10-02-2019	Bio-Inspired Foveated Technique for Augmented-Range Vehicle Detection Using Deep Neural Networks by Pedro Azevedo et al
10-01-2019	Sub-Architecture Ensemble Pruning in Neural Architecture Search by Yijun Bian et al
10-01-2019	Boosting Image Recognition with Non-differentiable Constraints by Xuan Li et al
10-01-2019	Omnipush: accurate, diverse, real-world dataset of pushing dynamics with RGB-D video by Maria Bauza et al
10-03-2019	Incremental learning for the detection and classification of GAN-generated images by Francesco Marra et al
10-01-2019	Leveraging Model Interpretability and Stability to increase Model Robustness by Fei Wu et al
10-03-2019	A Cryptanalysis of Two Cancelable Biometric Schemes based on Index-of-Max Hashing by Kevin Atighehchi et al
10-02-2019	Privacy-preserving Federated Brain Tumour Segmentation by Wenqi Li et al
10-01-2019	Emergence of Writing Systems Through Multi-Agent Cooperation by Shresth Verma et al
10-01-2019	Deep Neural Rejection against Adversarial Examples by Angelo Sotgiu et al
10-01-2019	A Deep Factorization of Style and Structure in Fonts by Akshay Srivatsan et al
10-01-2019	Real-Time Semantic Stereo Matching by Pier Luigi Dovesi et al
10-03-2019	Self-supervised learning for autonomous vehicles perception: A conciliation between analytical and learning methods by Florent Chiaroni et al
10-02-2019	ConfusionFlow: A model-agnostic visualization for temporal analysis of classifier confusion by Andreas Hinterreiter et al
10-01-2019	End-to-end learning of energy-based representations for irregularly-sampled signals and images by Ronan Fablet et al
10-01-2019	Action Anticipation for Collaborative Environments: The Impact of Contextual Information and Uncertainty-Based Prediction by Clebeson Canuto dos Santos et al
10-01-2019	Adaptive Continuous Visual Odometry from RGB-D Images by Tzu-Yuan Lin et al
10-02-2019	Learning Temporal Action Proposals With Fewer Labels by Jingwei Ji et al
10-02-2019	Automatic Group Cohesiveness Detection With Multi-modal Features by Bin Zhu et al
10-03-2019	CLEVRER: CoLlision Events for Video REpresentation and Reasoning by Kexin Yi et al
10-02-2019	Kidney Recognition in CT Using YOLOv3 by Andréanne Lemay
10-02-2019	CNN-based Semantic Segmentation using Level Set Loss by Youngeun Kim et al
10-02-2019	Deep learning within a priori temporal feature spaces for large-scale dynamic MR image reconstruction: Application to 5-D cardiac MR Multitasking by Yuhua Chen et al
10-01-2019	LiTE: Light-field Transparency Estimation for Refractive Object Localization by Zheming Zhou et al
10-01-2019	Comparing Deep Learning Models for Multi-cell Classification in Liquid-based Cervical Cytology Images by Sudhir Sornapudi et al
10-01-2019	Animating Face using Disentangled Audio Representations by Gaurav Mittal et al
10-02-2019	Using Image Priors to Improve Scene Understanding by Brigit Schroeder et al
10-02-2019	Geometric Online Adaptation: Graph-Based OSFS for Streaming Samples by Salimeh Yasaei Sekeh et al
10-01-2019	TagSLAM: Robust SLAM with Fiducial Markers by Bernd Pfrommer et al
10-03-2019	Improving Limited Angle CT Reconstruction with a Robust GAN Prior by Rushil Anirudh et al
10-02-2019	Score-CAM:Improved Visual Explanations Via Score-Weighted Class Activation Mapping by Haofan Wang et al
10-02-2019	A Neural Network for Detailed Human Depth Estimation from a Single Image by Sicong Tang et al
10-02-2019	Cardiac Segmentation of LGE MRI with Noisy Labels by Holger Roth et al
10-02-2019	Learning Point Embeddings from Shape Repositories for Few-Shot Segmentation by Gopal Sharma et al
10-02-2019	Slanted Stixels: A way to represent steep streets by Daniel Hernandez-Juarez et al
10-03-2019	Regularizing Neural Networks via Stochastic Branch Layers by Wonpyo Park et al
10-01-2019	Towards Automatic Embryo Staging in 3D+T Microscopy Images using Convolutional Neural Networks and PointNets by Manuel Traub et al
10-02-2019	Deep 3D Pan via adaptive t-shaped convolutions with global and local adaptive dilations by Juan Luis Gonzalez Bello et al
10-02-2019	Learning Dense Wide Baseline Stereo Matching for People by Akin Caliskan et al
10-01-2019	Training Kinetics in 15 Minutes: Large-scale Distributed Training on Videos by Ji Lin et al
10-02-2019	YOLO Nano: a Highly Compact You Only Look Once Convolutional Neural Network for Object Detection by Alexander Wong et al
10-01-2019	RITnet: Real-time Semantic Segmentation of the Eye for Gaze Tracking by Aayush K. Chaudhary et al
10-01-2019	Harmonization of diffusion MRI datasets with adaptive dictionary learning by Samuel St-Jean et al
10-01-2019	IEG: Robust Neural Network Training to Tackle Severe Label Noise by Zizhao Zhang et al
10-02-2019	W-Net: A CNN-based Architecture for White Blood Cells Image Classification by Changhun Jung et al
10-02-2019	ANDA: A Novel Data Augmentation Technique Applied to Salient Object Detection by Daniel V. Ruiz et al
10-02-2019	Distillation ≈≈ Early Stopping? Harvesting Dark Knowledge Utilizing Anisotropic Information Retrieval For Overparameterized Neural Network by Bin Dong et al
10-01-2019	Joint Learning of Semantic Alignment and Object Landmark Detection by Sangryul Jeon et al
10-03-2019	A General Upper Bound for Unsupervised Domain Adaptation by Dexuan Zhang et al
10-02-2019	DeepMark: One-Shot Clothing Detection by Alexey Sidnev et al
10-02-2019	ROMark: A Robust Watermarking System Using Adversarial Training by Bingyang Wen et al
10-01-2019	Compensating Supervision Incompleteness with Prior Knowledge in Semantic Image Interpretation by Ivan Donadello et al
10-01-2019	A Pre-defined Sparse Kernel Based Convolutionfor Deep CNNs by Souvik Kundu et al
10-01-2019	Generating Semantic Adversarial Examples with Differentiable Rendering by Lakshya Jain et al
10-01-2019	Learning to estimate label uncertainty for automatic radiology report parsing by Tobi Olatunji et al
10-03-2019	Exploiting multi-CNN features in CNN-RNN based Dimensional Emotion Recognition on the OMG in-the-wild Dataset by Dimitrios Kollias et al
10-02-2019	Towards Unifying Neural Architecture Space Exploration and Generalization by Kartikeya Bhardwaj et al
10-02-2019	Weakly supervised segmentation from extreme points by Holger Roth et al
10-01-2019	Graph convolutional networks for learning with few clean and many noisy labels by Ahmet Iscen et al
10-02-2019	OpenVSLAM: A Versatile Visual SLAM Framework by Shinya Sumikura et al
10-02-2019	Object Parsing in Sequences Using CoordConv Gated Recurrent Networks by Ayush Gaud et al
10-02-2019	Emotion Recognition with Spatial Attention and Temporal Softmax Pooling by Masih Aminbeidokhti et al
10-01-2019	A Three-dimensional Convolutional-Recurrent Network for Convective Storm Nowcasting by Wei Zhang et al
10-03-2019	High-dimensional Dense Residual Convolutional Neural Network for Light Field Reconstruction by Nan Meng et al
10-01-2019	Manipulation Motion Taxonomy and Coding for Robots by David Paulius et al
10-03-2019	3D Neighborhood Convolution: Learning Depth-Aware Features for RGB-D and RGB Semantic Segmentation by Yunlu Chen et al
10-01-2019	Automated Crabgrass Detection in Aerial Imagery with Context by Delia Bullock et al
10-01-2019	A Computationally Efficient Pipeline Approach to Full Page Offline Handwritten Text Recognition by Jonathan Chung et al
10-01-2019	Revisiting Fine-tuning for Few-shot Learning by Akihiro Nakamura et al
10-02-2019	IIITM Face: A Database for Facial Attribute Detection in Constrained and Simulated Unconstrained Environments by Raj Kuwar Gupta et al
10-02-2019	Embodied Language Grounding with Implicit 3D Visual Feature Representations by Mihir Prabhudesai et al
10-02-2019	Unsupervised Doodling and Painting with Improved SPIRAL by John F. J. Mellor et al