2020.5.25 Vision papers

05-20-2020	Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere by Tongzhou Wang et al
05-20-2020	What makes for good views for contrastive learning by Yonglong Tian et al
05-21-2020	Wish You Were Here: Context-Aware Human Generation by Oran Gafni et al
05-19-2020	Differentiable Mapping Networks: Learning Structured Map Representations for Sparse Visual Localization by Peter Karkus et al
05-19-2020	Contextual Residual Aggregation for Ultra High-Resolution Image Inpainting by Zili Yi et al
05-19-2020	FashionBERT: Text and Image Matching with Adaptive Loss for Cross-modal Retrieval by Dehong Gao et al
05-21-2020	Instance-aware Image Colorization by Jheng-Wei Su et al
05-19-2020	On the Value of Out-of-Distribution Testing: An Example of Goodharts Law by Damien Teney et al
05-19-2020	Attention-based network for low-light image enhancement by Cheng Zhang et al
05-20-2020	TAO: A Large-Scale Benchmark for Tracking Any Object by Achal Dave et al
05-20-2020	Model-Based Robust Deep Learning by Alexander Robey et al
05-20-2020	Adversarial Canonical Correlation Analysis by Benjamin Dutton
05-21-2020	Few-shot Compositional Font Generation with Dual Memory by Junbum Cha et al
05-20-2020	HF-UNet: Learning Hierarchically Inter-Task Relevance in Multi-Task U-Net for Accurate Prostate Segmentation by Kelei He et al
05-19-2020	Deep Learning for LiDAR Point Clouds in Autonomous Driving: A Review by Ying Li et al
05-21-2020	HyperSTAR: Task-Aware Hyperparameters for Deep Networks by Gaurav Mittal et al
05-21-2020	Manifold Alignment for Semantically Aligned Style Transfer by Jing Huo et al
05-20-2020	Leveraging Semi-Supervised Learning in Video Sequences for Urban Scene Segmentation by Liang-Chieh Chen et al
05-20-2020	Label Efficient Visual Abstractions for Autonomous Driving by Aseem Behl et al
05-20-2020	CPOT: Channel Pruning via Optimal Transport by Yucong Shen et al
05-20-2020	Interpretable and Accurate Fine-grained Recognition via Region Grouping by Zixuan Huang et al
05-20-2020	VideoForensicsHQ: Detecting High-quality Manipulated Face Videos by Gereon Fox et al
05-20-2020	Deep learning-based automated image segmentation for concrete petrographic analysis by Yu Song et al
05-19-2020	Focus on defocus: bridging the synthetic to real domain gap for depth estimation by Maxim Maximov et al
05-20-2020	Lung Segmentation from Chest X-rays using Variational Data Imputation by Raghavendra Selvan et al
05-20-2020	Classification of Industrial Control Systems screenshots using Transfer Learning by Pablo Blanco Medina et al
05-21-2020	Single Image Super-Resolution via Residual Neuron Attention Networks by Wenjie Ai et al
05-21-2020	Efficient Ensemble Model Generation for Uncertainty Estimation with Bayesian Approximation in Segmentation by Hong Joo Lee et al
05-19-2020	On Evaluating Weakly Supervised Action Segmentation Methods by Yaser Souri et al
05-20-2020	Classifying Suspicious Content in Tor Darknet by Eduardo Fidalgo Fernandez et al
05-20-2020	Towards Streaming Image Understanding by Mengtian Li et al
05-20-2020	Perceptual Hashing applied to Tor domains recognition by Rubel Biswas et al
05-19-2020	Ultrasound Video Summarization using Deep Reinforcement Learning by Tianrui Liu et al
05-20-2020	A Study of Deep Learning Colon Cancer Detection in Limited Data Access Scenarios by Apostolia Tsirikoglou et al
05-21-2020	A Neural Network Looks at Leonardos(?) Salvator Mundi by Steven J. Frank et al
05-20-2020	Gender Slopes: Counterfactual Fairness for Computer Vision Models by Attribute Manipulation by Jungseock Joo et al
05-21-2020	GroupFace: Learning Latent Groups and Constructing Group-based Representations for Face Recognition by Yonghyun Kim et al
05-21-2020	Region Proposals for Saliency Map Refinement for Weakly-supervised Disease Localisation and Classification by Renato Hermoza et al
05-19-2020	Self-supervised Dynamic CT Perfusion Image Denoising with Deep Neural Networks by Dufan Wu et al
05-21-2020	Cross-Domain Few-Shot Learning with Meta Fine-Tuning by John Cai et al
05-20-2020	InfoScrub: Towards Attribute Privacy by Targeted Obfuscation by Hui-Po Wang et al
05-21-2020	Bridging the gap between Natural and Medical Images through Deep Colorization by Lia Morra et al
05-19-2020	Uncertainty Estimation in Deep 2D Echocardiography Segmentation by Lavsen Dahal et al
05-21-2020	Unsupervised segmentation via semantic-apparent feature fusion by Xi Li et al
05-20-2020	WHENet: Real-time Fine-Grained Estimation for Wide Range Head Pose by Yijun Zhou et al
05-19-2020	Synthesizing Unrestricted False Positive Adversarial Objects Using Generative Models by Martin Kotuliak et al
05-21-2020	Robust Ensemble Model Training via Random Layer Sampling Against Adversarial Attack by Hakmin Lee et al
05-21-2020	AOWS: Adaptive and optimal network width search with latency constraints by Maxim Berman et al
05-21-2020	Efficient and Phase-aware Video Super-resolution for Cardiac MRI by Jhih-Yuan Lin et al
05-21-2020	MBA-RainGAN: Multi-branch Attention Generative Adversarial Network for Mixture of Rain Removal from Single Images by Yiyang Shen et al
05-21-2020	Powering One-shot Topological NAS with Stabilized Share-parameter Proxy by Ronghao Guo et al
05-21-2020	Panoptic Instance Segmentation on Pigs by Johannes Brünger et al
05-20-2020	Maplets: An Efficient Approach for Cooperative SLAM Map Building Under Communication and Computation Constraints by Kevin M. Brink et al
05-21-2020	Revisiting Role of Autoencoders in Adversarial Settings by Byeong Cheon Kim et al
05-21-2020	Head2Head: Video-based Neural Head Synthesis by Mohammad Rami Koujan et al
05-21-2020	Omnidirectional Images as Moving Camera Videos by Xiangjie Sui et al
05-19-2020	CIAGAN: Conditional Identity Anonymization Generative Adversarial Networks by Maxim Maximov et al
05-19-2020	Identifying Statistical Bias in Dataset Replication by Logan Engstrom et al
05-20-2020	Map Generation from Large Scale Incomplete and Inaccurate Data Labels by Rui Zhang et al
05-20-2020	Automated Copper Alloy Grain Size Evaluation Using a Deep-learning CNN by George S. Baggs et al
05-21-2020	Hierarchical Multi-Scale Attention for Semantic Segmentation by Andrew Tao et al
05-22-2020	Vulnerability of deep neural networks for detecting COVID-19 cases from chest X-ray images to universal adversarial attacks by Hokuto Hirano et al
05-19-2020	Assertion Detection in Multi-Label Clinical Text using Scope Localization by Rajeev Bhatt Ambati et al
05-21-2020	A Nearest Neighbor Network to Extract Digital Terrain Models from 3D Point Clouds by Mohammed Yousefhussiena et al
05-20-2020	Reducing Overlearning through Disentangled Representations by Suppressing Unknown Tasks by Naveen Panwar et al
05-20-2020	Rethinking Performance Estimation in Neural Architecture Search by Xiawu Zheng et al
05-19-2020	Deep Learning Guided Building Reconstruction from Satellite Imagery-derived Point Clouds by Bo Xu et al
05-19-2020	Holistic Parameteric Reconstruction of Building Models from Point Clouds by Zhixin Li et al
05-21-2020	SymJAX: symbolic CPU/GPU/TPU programming by Randall Balestriero
05-20-2020	Data Consistent CT Reconstruction from Insufficient Data with Learned Prior Images by Yixing Huang et al
05-19-2020	Medical Image Generation using Generative Adversarial Networks by Nripendra Kumar Singh et al
05-20-2020	Range Conditioned Dilated Convolutions for Scale Invariant 3D Object Detection by Alex Bewley et al
05-21-2020	Deep learning application of vibration data for predictive maintenance of gravity acceleration equipment by SeonWoo Lee et al
05-19-2020	Inverse problems with second-order Total Generalized Variation constraints by Kristian Bredies et al
05-21-2020	A Concise Review of Recent Few-shot Meta-learning Methods by Xiaoxu Li et al
05-21-2020	Dense Semantic 3D Map Based Long-Term Visual Localization with Hybrid Features by Tianxin Shi et al
05-19-2020	Localizing Firearm Carriers by Identifying Human-Object Pairs by Abdul Basit et al
05-20-2020	Dynamic Refinement Network for Oriented and Densely Packed Object Detection by Xingjia Pan et al
05-19-2020	Representation Learning with Fine-grained Patterns by Yuanhong Xu et al
05-22-2020	SODA: Detecting Covid-19 in Chest X-rays with Semi-supervised Open Set Domain Adaptation by Jieli Zhou et al
05-20-2020	Deep learning with 4D spatio-temporal data representations for OCT-based force estimation by Nils Gessert et al
05-19-2020	Unsupervised anomaly localization using VAE and beta-VAE by Leixin Zhou et al
05-19-2020	Active Speakers in Context by Juan Leon Alcazar et al
05-20-2020	AutoML Segmentation for 3D Medical Image Data: Contribution to the MSD Challenge 2018 by Oliver Rippel et al
05-19-2020	Patch Attack for Automatic Check-out by Aishan Liu et al
05-20-2020	A Modified Fourier-Mellin Approach for Source Device Identification on Stabilized Videos by Sara Mandelli et al
05-19-2020	Relevant Region Prediction for Crowd Counting by Xinya Chen et al
05-20-2020	Compute-Bound and Low-Bandwidth Distributed 3D Graph-SLAM by Jincheng Zhang et al
05-20-2020	Interactive exploration of population scale pharmacoepidemiology datasets by Tengel Ekrem Skar et al
05-22-2020	Semi-supervised Medical Image Classification with Global Latent Mixing by Prashnna Kumar Gyawali et al
05-20-2020	Intra- and Inter-Action Understanding via Temporal Action Parsing by Dian Shao et al
05-20-2020	Iterative Network for Image Super-Resolution by Yuqing Liu et al
05-19-2020	Structural Residual Learning for Single Image Rain Removal by Hong Wang et al
05-19-2020	An Auto-Context Deformable Registration Network for Infant Brain MRI by Dongming Wei et al
05-22-2020	Position-based Scaled Gradient for Model Quantization and Sparse Training by Jangho Kim et al
05-22-2020	A Comparative Evaluation of Heart Rate Estimation Methods using Face Videos by Javier Hernandez-Ortega et al
05-21-2020	Investigating Vulnerability to Adversarial Examples on Multimodal Data Fusion in Deep Learning by Youngjoon Yu et al
05-20-2020	Discriminative Dictionary Design for Action Classification in Still Images and Videos by Abhinaba Roy et al
05-22-2020	Deep Learning Based Detection and Localization of Cerebal Aneurysms in Computed Tomography Angiography by Ziheng Duan et al
05-22-2020	Point2Mesh: A Self-Prior for Deformable Meshes by Rana Hanocka et al
05-19-2020	RoadText-1K: Text Detection & Recognition Dataset for Driving Videos by Sangeeth Reddy et al
05-22-2020	Arbitrary-sized Image Training and Residual Kernel Learning: Towards Image Fraud Identification by Hongyu Li et al
05-22-2020	Driver Identification through Stochastic Multi-State Car-Following Modeling by Donghao Xu et al
05-22-2020	Deep covariate-learning: optimising information extraction from terrain texture for geostatistical modelling applications by Charlie Kirkwood
05-19-2020	MaskFace: multi-task face and landmark detector by Dmitry Yashunin et al
05-22-2020	A CNN-LSTM Architecture for Detection of Intracranial Hemorrhage on CT scans by Nhan T. Nguyen et al
05-22-2020	Spoof Face Detection Via Semi-Supervised Adversarial Training by Chengwei Chen et al
05-21-2020	Focus Longer to See Better:Recursively Refined Attention for Fine-Grained Image Classification by Prateek Shroff et al
05-21-2020	SEED: Semantics Enhanced Encoder-Decoder Framework for Scene Text Recognition by Zhi Qiao et al
05-21-2020	A Convolutional Neural Network with Parallel Multi-Scale Spatial Pooling to Detect Temporal Changes in SAR Images by Jia-Wei Chen et al
05-22-2020	Style Normalization and Restitution for Generalizable Person Re-identification by Xin Jin et al
05-21-2020	Classification of Epithelial Ovarian Carcinoma Whole-Slide Pathology Images Using Deep Transfer Learning by Yiping Wang et al
05-22-2020	From ImageNet to Image Classification: Contextualizing Progress on Benchmarks by Dimitris Tsipras et al
05-21-2020	Team Neuro at SemEval-2020 Task 8: Multi-Modal Fine Grain Emotion Classification of Memes using Multitask Learning by Sourya Dipta Das et al
05-19-2020	Self-supervised Transfer Learning for Instance Segmentation through Physical Interaction by Andreas Eitel et al
05-21-2020	SpotFast Networks with Memory Augmented Lateral Transformers for Lipreading by Peratham Wiriyathammabhum
05-22-2020	Feature selection for gesture recognition in Internet-of-Things for healthcare by Giulia Cisotto et al
05-22-2020	Polarimetric image augmentation by Marc Blanchon et al
05-19-2020	hidden markov random fields and cuckoo search method for medical image segmentation by EL-Hachemi Guerrout et al
05-22-2020	PruneNet: Channel Pruning via Global Importance by Ashish Khetan et al
05-22-2020	Bi-direction Context Propagation Network for Real-time Semantic Segmentation by Shijie Hao et al
05-19-2020	Toward Automated Classroom Observation: Multimodal Machine Learning to Estimate CLASS Positive Climate and Negative Climate by Anand Ramakrishnan et al
05-21-2020	RankPose: Learning Generalised Feature with Rank Supervision for Head Pose Estimation by Donggen Dai et al
05-22-2020	KL-Divergence-Based Region Proposal Network for Object Detection by Geonseok Seo et al
05-19-2020	The Skincare project, an interactive deep learning system for differential diagnosis of malignant skin lesions. Technical Report by Daniel Sonntag et al
05-21-2020	When Dictionary Learning Meets Deep Learning: Deep Dictionary Learning and Coding Network for Image Recognition with Limited Data by Hao Tang et al
05-21-2020	RV-FuseNet: Range View based Fusion of Time-Series LiDAR Data for Joint 3D Object Detection and Motion Forecasting by Ankit Laddha et al
05-19-2020	Built Infrastructure Monitoring and Inspection Using UAVs and Vision-based Algorithms by Khai Ky Ly et al
05-21-2020	Unsupervised Domain Adaptation in Semantic Segmentation: a Review by Marco Toldo et al
05-22-2020	Convolutional Neural Networks applied to sky images for short-term solar irradiance forecasting by Quentin Paletta et al
05-19-2020	A Self-ensembling Framework for Semi-supervised Knee Osteoarthritis Localization and Classification with Dual-Consistency by Jiayu Huo et al
05-22-2020	Misregistration Measurement and Improvement for Sentinel-1 SAR and Sentinel-2 Optical images by Yuanxin Ye et al
05-21-2020	Evaluation of deep convolutional neural networks in classifying human embryo images based on their morphological quality by Prudhvi Thirumalaraju et al
05-21-2020	Large scale evaluation of importance maps in automatic speech recognition by Viet Anh Trinh et al
05-21-2020	Joint Detection and Tracking in Videos with Identification Features by Bharti Munjal et al
05-19-2020	AdaptiveWeighted Attention Network with Camera Spectral Sensitivity Prior for Spectral Reconstruction from RGB Images by Jiaojiao Li et al
05-19-2020	Symbolic Pregression: Discovering Physical Laws from Raw Distorted Video by Silviu-Marian Udrescu et al
05-21-2020	Conditionally Deep Hybrid Neural Networks Across Edge and Cloud by Yinghan Long et al
05-19-2020	Learning to segment clustered amoeboid cells from brightfield microscopy via multi-task learning with adaptive weight selection by Rituparna Sarkar et al