2020.04.27 Vision papers

04-22-2020	Unpaired Photo-to-manga Translation Based on The Methodology of Manga Drawing by Hao Su et al
04-22-2020	YOLOv4: Optimal Speed and Accuracy of Object Detection by Alexey Bochkovskiy et al
04-23-2020	Supervised Contrastive Learning by Prannay Khosla et al
04-21-2020	Efficient Adaptation for End-to-End Vision-Based Robotic Manipulation by Ryan Julian et al
04-23-2020	The Creation and Detection of Deepfakes: A Survey by Yisroel Mirsky et al
04-21-2020	Yoga-82: A New Dataset for Fine-grained Classification of Human Poses by Manisha Verma et al
04-22-2020	Through the Looking Glass: Neural 3D Reconstruction of Transparent Shapes by Zhengqin Li et al
04-22-2020	Efficient Neighbourhood Consensus Networks via Submanifold Sparse Convolutions by Ignacio Rocco et al
04-22-2020	Joint Bilateral Learning for Real-time Universal Photorealistic Style Transfer by Xide Xia et al
04-22-2020	Deep Learning for Screening COVID-19 using Chest X-Ray Images by Sanhita Basu et al
04-22-2020	Visual Commonsense Graphs: Reasoning about the Dynamic Context of a Still Image by Jae Sung Park et al
04-23-2020	COVID-19 Chest CT Image Segmentation -- A Deep Convolutional Neural Network Solution by Qingsen Yan et al
04-21-2020	Keep It Real: a Window to Real Reality in Virtual Reality by Baihan Lin
04-23-2020	SimUSR: A Simple but Strong Baseline for Unsupervised Image Super-resolution by Namhyuk Ahn et al
04-23-2020	Single-View View Synthesis with Multiplane Images by Richard Tucker et al
04-22-2020	TetraTSDF: 3D human reconstruction from a single image with a tetrahedral outer shell by Hayato Onizuka et al
04-23-2020	Visual Question Answering Using Semantic Information from Image Descriptions by Tasmia Tasrin et al
04-23-2020	Metric-Learning-Assisted Domain Adaptation by Yueming Yin et al
04-23-2020	BIT-VO: Visual Odometry at 300 FPS using Binary Features from the Focal Plane by Riku Murai et al
04-23-2020	Proceedings of the ICLR Workshop on Computer Vision for Agriculture (CV4A) 2020 by Yannis Kalantidis et al
04-23-2020	Location-Aware Feature Selection for Scene Text Detection by Zengyuan Guo et al
04-22-2020	Few-Shot Class-Incremental Learning by Xiaoyu Tao et al
04-21-2020	The 1st Agriculture-Vision Challenge: Methods and Results by Mang Tik Chiu et al
04-22-2020	Stabilizing Training of Generative Adversarial Nets via Langevin Stein Variational Gradient Descent by Dong Wang et al
04-23-2020	Virtual SAR: A Synthetic Dataset for Deep Learning based Speckle Noise Reduction Algorithms by Shrey Dabhi et al
04-23-2020	CoInGP: Convolutional Inpainting with Genetic Programming by Domagoj Jakobovic et al
04-21-2020	Panoptic-based Image Synthesis by Aysegul Dundar et al
04-22-2020	PolyLaneNet: Lane Estimation via Deep Polynomial Regression by Lucas Tabelini et al
04-22-2020	Automatic Polyp Segmentation Using Convolutional Neural Networks by Sara Hosseinzadeh Kassani et al
04-23-2020	Signal Level Deep Metric Learning for Multimodal One-Shot Action Recognition by Raphael Memmesheimer et al
04-22-2020	Microscopy Image Restoration using Deep Learning on W2S by Martin Chatton
04-22-2020	Action recognition in real-world videos by Waqas Sultani et al
04-23-2020	Evaluating Adversarial Robustness for Deep Neural Network Interpretability using fMRI Decoding by Patrick McClure et al
04-21-2020	Multispectral Video Fusion for Non-contact Monitoring of Respiratory Rate and Apnea by Gaetano Scebba et al
04-23-2020	Self-supervised Learning for Astronomical Image Classification by Ana Martinazzo et al
04-22-2020	Distilling Knowledge from Refinement in Multiple Instance Detection Networks by Luis Felipe Zeni et al
04-22-2020	Diagram Image Retrieval using Sketch-Based Deep Learning and Transfer Learning by Manish Bhattarai et al
04-23-2020	Detection and Classification of Industrial Signal Lights for Factory Floors by Felix Nilsson et al
04-22-2020	PERMDNN: Efficient Compressed DNN Architecture with Permuted Diagonal Matrices by Chunhua Deng et al
04-23-2020	Cross-ethnicity Face Anti-spoofing Recognition Challenge: A Review by Ajian Liu et al
04-22-2020	Continual Learning of Object Instances by Kishan Parshotam et al
04-23-2020	Edge Detection using Stationary Wavelet Transform, HMM, and EM algorithm by S. Anand et al
04-21-2020	MiniSeg: An Extremely Minimum Network for Efficient COVID-19 Segmentation by Yu Qiu et al
04-23-2020	Ensemble Generative Cleaning with Feedback Loops for Defending Adversarial Attacks by Jianhe Yuan et al
04-23-2020	Fast Convex Relaxations using Graph Discretizations by Jonas Geiping et al
04-23-2020	DAN: A Deformation-Aware Network for Consecutive Biomedical Image Interpolation by Zejin Wang et al
04-22-2020	QUANOS- Adversarial Noise Sensitivity Driven Hybrid Quantization of Neural Networks by Priyadarshini Panda
04-23-2020	Depth-Wise Neural Architecture Search by Artur Jordao et al
04-21-2020	Combining Deep Learning Classifiers for 3D Action Recognition by Jan Sedmidubsky et al
04-22-2020	SensitiveLoss: Improving Accuracy and Fairness of Face Representations with Discrimination-Aware Deep Learning by Ignacio Serna et al
04-21-2020	Decoupling Video and Human Motion: Towards Practical Event Detection in Athlete Recordings by Moritz Einfalt et al
04-22-2020	Automatic Detection of Coronavirus Disease (COVID-19) in X-ray and CT Images: A Machine Learning-Based Approach by Sara Hosseinzadeh Kassani et al
04-23-2020	Cloud-Based Face and Speech Recognition for Access Control Applications by Nathalie Tkauc et al
04-21-2020	Tensor Networks for Medical Image Classification by Raghavendra Selvan et al
04-22-2020	Uncertainty Quantification for Hyperspectral Image Denoising Frameworks based on Low-rank Matrix Approximation by Shaobo Xia et al
04-21-2020	Deep Cerebellar Nuclei Segmentation via Semi-Supervised Deep Context-Aware Learning from 7T Diffusion MRI by Jinyoung Kim et al
04-21-2020	Textual Visual Semantic Dataset for Text Spotting by Ahmed Sabir et al
04-23-2020	Real-time Detection of Clustered Events in Video-imaging data with Applications to Additive Manufacturing by Hao Yan et al
04-21-2020	Towards Real-Time DNN Inference on Mobile Platforms with Model Pruning and Compiler Optimization by Wei Niu et al
04-22-2020	Pseudo RGB-D for Self-Improving Monocular SLAM and Depth Prediction by Lokender Tiwari et al
04-21-2020	CovidAID: COVID-19 Detection Using Chest X-Ray by Arpan Mangal et al
04-21-2020	MixNet: Multi-modality Mix Network for Brain Segmentation by Long Chen et al
04-21-2020	Instance Segmentation of Biomedical Images with an Object-aware Embedding Learned with Local Constraints by Long Chen et al
04-22-2020	Graph Convolutional Subspace Clustering: A Robust Subspace Clustering Framework for Hyperspectral Image by Yaoming Cai et al
04-21-2020	Group Activity Detection from Trajectory and Video Data in Soccer by Ryan Sanford et al
04-21-2020	M-LVC: Multiple Frames Prediction for Learned Video Compression by Jianping Lin et al
04-21-2020	Have you forgotten? A method to assess if machine learning models have forgotten data by Xiao Liu et al
04-21-2020	ParaCNN: Visual Paragraph Generation via Adversarial Twin Contextual CNNs by Shiyang Yan et al
04-22-2020	DeepFake Detection by Analyzing Convolutional Traces by Luca Guarnera et al
04-21-2020	4D Spatio-Temporal Deep Learning with 4D fMRI Data for Autism Spectrum Disorder Classification by Marcel Bengs et al
04-22-2020	Up or Down? Adaptive Rounding for Post-Training Quantization by Markus Nagel et al
04-22-2020	A Cycle GAN Approach for Heterogeneous Domain Adaptation in Land Use Classification by Claire Voreiter et al
04-22-2020	Human and Machine Action Prediction Independent of Object Information by Fatemeh Ziaeetabar et al
04-21-2020	Weakly Supervised Learning Guided by Activation Mapping Applied to a Novel Citrus Pest Benchmark by Edson Bollis et al
04-21-2020	AMC-Loss: Angular Margin Contrastive Loss for Improved Explainability in Image Classification by Hongjun Choi et al
04-23-2020	Simulating Anisoplanatic Turbulence by Sampling Inter-modal and Spatially Correlated Zernike Coefficients by Nicholas Chimitt et al
04-22-2020	Understanding Integrated Gradients with SmoothTaylor for Deep Neural Network Attribution by Gary S. W. Goh et al
04-23-2020	An Asymetric Cycle-Consistency Loss for Dealing with Many-to-One Mappings in Image Translation: A Study on Thigh MR Scans by Michael Gadermayr et al
04-21-2020	Rice grain disease identification using dual phase convolutional neural network-based system aimed at small dataset by Tashin Ahmed et al
04-21-2020	Image Processing Failure and Deep Learning Success in Lawn Measurement by J. Wilkins et al
04-22-2020	Multi-Domain Learning and Identity Mining for Vehicle Re-Identification by Shuting He et al
04-21-2020	EMPIR: Ensembles of Mixed Precision Deep Networks for Increased Robustness against Adversarial Attacks by Sanchari Sen et al
04-21-2020	Take a NAP: Non-Autoregressive Prediction for Pedestrian Trajectories by Hao Xue et al
04-21-2020	A CNN Framenwork Based on Line Annotations for Detecting Nematodes in Microscopic Images by Long Chen et al
04-21-2020	Towards Analysis-friendly Face Representation with Scalable Feature and Texture Compression by Shurun Wang et al
04-22-2020	DyNet: Dynamic Convolution for Accelerating Convolutional Neural Networks by Yikang Zhang et al
04-21-2020	L-CO-Net: Learned Condensation-Optimization Network for Clinical Parameter Estimation from Cardiac Cine MRI by S. M. Kamrul Hasan et al
04-21-2020	Disaster Feature Classification on Aerial Photography to Explain Typhoon Damaged Region using Grad-CAM by Yasuno Takato
04-22-2020	A review: Deep learning for medical image segmentation using multi-modality fusion by Tongxue Zhou et al
04-21-2020	Fast and Robust Registration of Aerial Images and LiDAR data Based on Structrual Features and 3D Phase Correlation by Bai Zhu et al
04-21-2020	Weakly Aligned Joint Cross-Modality Super Resolution by Guy Shacht et al
04-21-2020	Spatio-Temporal Deep Learning Methods for Motion Estimation Using 4D OCT Image Data by Marcel Bengs et al
04-21-2020	TTNet: Real-time temporal and spatial video analysis of table tennis by Roman Voeikov et al
04-21-2020	Learning Multi-Modal Image Registration without Real Data by Malte Hoffmann et al
04-22-2020	Red-GAN: Attacking class imbalance via conditioned generation. Yet another medical imaging perspective by Ahmad B Qasim et al
04-21-2020	TAEN: Temporal Aware Embedding Network for Few-Shot Action Recognition by Rami Ben-Ari et al
04-22-2020	Learning an Adaptive Model for Extreme Low-light Raw Image Processing by Qingxu Fu et al
04-21-2020	A Deep Learning Approach for Motion Forecasting Using 4D OCT Data by Marcel Bengs et al
04-21-2020	AMP-Net: Denoising based Deep Unfolding for Compressive Image Sensing by Zhonghao Zhang et al
04-21-2020	Towards Generalization of 3D Human Pose Estimation In The Wild by Renato Baptista et al
04-21-2020	Fine-Grained Expression Manipulation via Structured Latent Space by Junshu Tang et al
04-21-2020	Unsupervised Domain Adaptation through Inter-modal Rotation for RGB-D Object Recognition by Mohammad Reza Loghmani et al
04-21-2020	Partial Volume Segmentation of Brain MRI Scans of any Resolution and Contrast by Benjamin Billot et al
04-21-2020	Spatio-Temporal Dual Affine Differential Invariant for Skeleton-based Action Recognition by Qi Li et al
04-22-2020	Distributed Learning and Inference with Compressed Images by Sudeep Katakol et al
04-21-2020	PAI-GCN: Permutable Anisotropic Graph Convolutional Networks for 3D Shape Representation Learning by Zhongpai Gao et al
04-21-2020	Frequency-Weighted Robust Tensor Principal Component Analysis by Shenghan Wang et al
04-21-2020	Robust Motion Averaging under MaximumCorrentropy Criterion by Jihua Zhu et al
04-22-2020	Warwick Image Forensics Dataset for Device Fingerprinting In Multimedia Forensics by Yijun Quan et al
04-21-2020	Automatic exposure selection and fusion for high-dynamic-range photography via smartphones by Reza Pourreza et al
04-22-2020	Real-time Simultaneous 3D Head Modeling and Facial Motion Capture with an RGB-D camera by Diego Thomas
04-21-2020	Graph-based Kinship Reasoning Network by Wanhua Li et al
04-21-2020	The iWildCam 2020 Competition Dataset by Sara Beery et al
04-21-2020	Spatio-spectral deep learning methods for in-vivo hyperspectral laryngeal cancer detection by Marcel Bengs et al
04-22-2020	Recursive Social Behavior Graph for Trajectory Prediction by Jianhua Sun et al
04-21-2020	TAL EmotioNet Challenge 2020 Rethinking the Model Chosen Problem in Multi-Task Learning by Pengcheng Wang et al
04-21-2020	How to track your dragon: A Multi-Attentional Framework for real-time RGB-D 6-DOF Object Pose Tracking by Isidoros Marougkas et al
04-23-2020	Improved Noise and Attack Robustness for Semantic Segmentation by Using Multi-Task Training with Self-Supervised Depth Estimation by Marvin Klingner et al
04-21-2020	Multi-view Self-Constructing Graph Convolutional Networks with Adaptive Class Weighting Loss for Semantic Segmentation by Qinghui Liu et al