2021.1.18 Vision papers

01-13-2021	COVID-19 Deterioration Prediction via Self-Supervised Representation Learning and Multi-Image Prediction by Anuroop Sriram et al
01-13-2021	Asymmetric self-play for automatic goal discovery in robotic manipulation by OpenAI OpenAI et al
01-13-2021	Big Self-Supervised Models Advance Medical Image Classification by Shekoofeh Azizi et al
01-13-2021	Re-labeling ImageNet: from Single to Multi-Labels, from Global to Localized Labels by Sangdoo Yun et al
01-13-2021	Practical Face Reconstruction via Differentiable Ray Tracing by Abdallah Dib et al
01-14-2021	GAN Inversion: A Survey by Weihao Xia et al
01-14-2021	Topological Deep Learning by Ephy R. Love et al
01-12-2021	FaceX-Zoo: A PyTorch Toolbox for Face Recognition by Jun Wang et al
01-13-2021	Fast convolutional neural networks on FPGAs with hls4ml by Thea Aarrestad et al
01-14-2021	OrigamiSet1.0: Two New Datasets for Origami Classification and Difficulty Estimation by Daniel Ma et al
01-13-2021	EEC: Learning to Encode and Regenerate Images for Continual Learning by Ali Ayub et al
01-12-2021	Mixup Without Hesitation by Hao Yu et al
01-13-2021	EventAnchor: Reducing Human Interactions in Event Annotation of Racket Sports Videos by Dazhen Deng et al
01-12-2021	SEED: Self-supervised Distillation For Visual Representation by Zhiyuan Fang et al
01-13-2021	Machine-learning enhanced dark soliton detection in Bose-Einstein condensates by Shangjie Guo et al
01-13-2021	MRI Images, Brain Lesions and Deep Learning by Darwin Castillo et al
01-15-2021	Counterfactual Generative Networks by Axel Sauer et al
01-12-2021	Cross-Modal Contrastive Learning for Text-to-Image Generation by Han Zhang et al
01-14-2021	U-Noise: Learnable Noise Masks for Interpretable Image Segmentation by Teddy Koker et al
01-13-2021	Automated Model Design and Benchmarking of 3D Deep Learning Models for COVID-19 Detection with Chest CT Scans by Xin He et al
01-13-2021	Advancing Eosinophilic Esophagitis Diagnosis and Phenotype Assessment with Deep Learning Computer Vision by William Adorno et al
01-12-2021	Hyperbolic Deep Neural Networks: A Survey by Wei Peng et al
01-14-2021	Towards Accurate Camouflaged Object Detection with Mixture Convolution and Interactive Fusion by Bo Dong et al
01-14-2021	DICE: Diversity in Deep Ensembles via Conditional Redundancy Adversarial Estimation by Alexandre Rame et al
01-13-2021	Explainability of vision-based autonomous driving systems: Review and challenges by Éloi Zablocki et al
01-14-2021	A Pipeline for Vision-Based On-Orbit Proximity Operations Using Deep Learning and Synthetic Imagery by Carson Schubert et al
01-12-2021	CityFlow-NL: Tracking and Retrieval of Vehicles at City Scale by Natural Language Descriptions by Qi Feng et al
01-13-2021	Self-Supervised Learning for Segmentation by Abhinav Dhere et al
01-14-2021	Understanding the Role of Scene Graphs in Visual Question Answering by Vinay Damodaran et al
01-13-2021	Memory-Augmented Reinforcement Learning for Image-Goal Navigation by Lina Mezghani et al
01-14-2021	TypeNet: Deep Learning Keystroke Biometrics by Alejandro Acien et al
01-14-2021	AVGCN: Trajectory Prediction using Graph Convolutional Networks Guided by Human Attention by Congcong Liu et al
01-14-2021	Stereo camera system calibration: the need of two sets of parameters by Riccardo Beschi et al
01-13-2021	Image deblurring based on lightweight multi-information fusion network by Yanni Zhang et al
01-13-2021	DAIL: Dataset-Aware and Invariant Learning for Face Recognition by Gaoang Wang et al
01-12-2021	Binary TTC: A Temporal Geofence for Autonomous Navigation by Abhishek Badki et al
01-14-2021	Road Surface Translation Under Snow-covered and Semantic Segmentation for Snow Hazard Index by Yasuno Takato et al
01-12-2021	Digital Elevation Model enhancement using Deep Learning by Casey Handmer
01-12-2021	Reproducing Activation Function for Deep Learning by Senwei Liang et al
01-14-2021	DeFlow: Learning Complex Image Degradations from Unpaired Data with Conditional Flows by Valentin Wolf et al
01-14-2021	FabricNet: A Fiber Recognition Architecture Using Ensemble ConvNets by Abu Quwsar Ohi et al
01-13-2021	Random Shadows and Highlights: A new data augmentation method for Extreme Lighting Conditions by Osama Mazhar et al
01-12-2021	Boundary-Aware Segmentation Network for Mobile and Web Applications by Xuebin Qin et al
01-13-2021	Road images augmentation with synthetic traffic signs using neural networks by Anton Konushin et al
01-13-2021	A Multi-Stage Attentive Transfer Learning Framework for Improving COVID-19 Diagnosis by Yi Liu et al
01-14-2021	Rescaling CNN through Learnable Repetition of Network Parameters by Arnav Chavan et al
01-13-2021	Supervised deep learning of elastic SRV distances on the shape space of curves by Emmanuel Hartman et al
01-12-2021	Superpixel-based Refinement for Object Proposal Generation by Christian Wilms et al
01-12-2021	Small Input Noise is Enough to Defend Against Query-based Black-box Attacks by Junyoung Byun et al
01-13-2021	Estimating and Evaluating Regression Predictive Uncertainty in Deep Object Detectors by Ali Harakeh et al
01-13-2021	Machine learning approach for biopsy-based identification of eosinophilic esophagitis reveals importance of global features by Tomer Czyzewski et al
01-13-2021	Dual-cycle Constrained Bijective VAE-GAN For Tagged-to-Cine Magnetic Resonance Image Synthesis by Xiaofeng Liu et al
01-13-2021	Unlearnable Examples: Making Personal Data Unexploitable by Hanxun Huang et al
01-13-2021	A Unified Conditional Disentanglement Framework for Multimodal Brain MR Image Translation by Xiaofeng Liu et al
01-13-2021	Towards Interpretable Ensemble Learning for Image-based Malware Detection by Yuzhou Lin et al
01-12-2021	Using uncertainty estimation to reduce false positives in liver lesion detection by Ishaan Bhat et al
01-13-2021	Piano Skills Assessment by Paritosh Parmar et al
01-12-2021	Deep Cellular Recurrent Network for Efficient Analysis of Time-Series Data with Spatial Information by Lasitha Vidyaratne et al
01-12-2021	Fine-grained Semantic Constraint in Image Synthesis by Pengyang Li et al
01-15-2021	Reasoning over Vision and Language: Exploring the Benefits of Supplemental Knowledge by Violetta Shevchenko et al
01-12-2021	Take More Positives: A Contrastive Learning Framework for Unsupervised Person Re-Identification by Xuanyu He et al
01-12-2021	Personalized Federated Deep Learning for Pain Estimation From Face Images by Ognjen Rudovic et al
01-12-2021	Rethinking Interactive Image Segmentation: Feature Space Annotation by Jordão Bragantini et al
01-12-2021	Context Matters: Self-Attention for Sign Language Recognition by Fares Ben Slimane et al
01-15-2021	Learning Invariant Representation for Continual Learning by Ghada Sokar et al
01-12-2021	DuctTake: Spatiotemporal Video Compositing by Jan Rueegg et al
01-12-2021	UFA-FUSE: A novel deep supervised and hybrid model for multi-focus image fusion by Yongsheng Zang et al
01-13-2021	Video action recognition for lane-change classification and prediction of surrounding vehicles by Mahdi Biparva et al
01-13-2021	Hand-Based Person Identification using Global and Part-Aware Deep Feature Representation Learning by Nathanael L. Baisa et al
01-12-2021	A Compact Deep Learning Model for Face Spoofing Detection by Seyedkooshan Hashemifard et al
01-12-2021	Random Transformation of Image Brightness for Adversarial Attack by Bo Yang et al
01-12-2021	Towards Faster and Stabilized GAN Training for High-fidelity Few-shot Image Synthesis by Bingchen Liu et al
01-12-2021	Explicit homography estimation improves contrastive self-supervised learning by David Torpey et al
01-15-2021	Temporal-Relational CrossTransformers for Few-Shot Action Recognition by Toby Perrett et al
01-12-2021	Plug-and-Play Algorithms for Video Snapshot Compressive Imaging by Xin Yuan et al
01-13-2021	Learning to Focus: Cascaded Feature Matching Network for Few-shot Image Recognition by Mengting Chen et al
01-13-2021	Learning to be EXACT, Cell Detection for Asthma on Partially Annotated Whole Slide Images by Christian Marzahl et al
01-12-2021	Feature refinement: An expression-specific feature learning and fusion method for micro-expression recognition by Ling Zhou et al
01-12-2021	Robust GPS-Vision Localization via Integrity-Driven Landmark Attention by Sriramya Bhamidipati et al
01-13-2021	Self-Supervised Vessel Enhancement Using Flow-Based Consistencies by Rohit Jena et al
01-15-2021	Hybrid Quantum-Classical Graph Convolutional Network by Samuel Yen-Chi Chen et al
01-13-2021	VoxelHop: Successive Subspace Learning for ALS Disease Classification Using Structural MRI by Xiaofeng Liu et al
01-12-2021	A Multimodal Eye Movement Dataset and a Multimodal Eye Movement Segmentation Analysis by Wolfgang Fuhl et al
01-15-2021	Harmonization and the Worst Scanner Syndrome by Daniel Moyer et al
01-12-2021	Automated Detection of Patellofemoral Osteoarthritis from Knee Lateral View Radiographs Using Deep Learning: Data from the Multicenter Osteoarthritis Study (MOST) by Neslihan Bayramoglu et al
01-13-2021	Large scale deduplication based on fingerprints by Jean Aymar Biyiha Nlend et al
01-12-2021	PvDeConv: Point-Voxel Deconvolution for Autoencoding CAD Construction in 3D by Kseniya Cherenkova et al
01-15-2021	Data Impressions: Mining Deep Models to Extract Samples for Data-free Applications by Gaurav Kumar Nayak et al
01-13-2021	A Lumen Segmentation Method in Ureteroscopy Images based on a Deep Residual U-Net architecture by Jorge F. Lazo et al
01-13-2021	Learning to Anticipate Egocentric Actions by Imagination by Yu Wu et al
01-13-2021	Image Steganography based on Iteratively Adversarial Samples of A Synchronized-directions Sub-image by Xinghong Qin et al
01-12-2021	Urban land-use analysis using proximate sensing imagery: a survey by Zhinan Qiao et al
01-15-2021	Video Summarization Using Deep Neural Networks: A Survey by Evlampios Apostolidis et al
01-12-2021	LLA: Loss-aware Label Assignment for Dense Pedestrian Detection by Zheng Ge et al
01-13-2021	Probabilistic Embeddings for Cross-Modal Retrieval by Sanghyuk Chun et al

01-12-2021	Transferring Experience from Simulation to the Real World for Precise Pick-And-Place Tasks in Highly Cluttered Scenes by Kilian Kleeberger et al
01-12-2021	Automatic Extrinsic Calibration Method for LiDAR and Camera Sensor Setups by Jorge Beltrán et al
01-12-2021	Deep Gaussian Denoiser Epistemic Uncertainty and Decoupled Dual-Attention Fusion by Xiaoqi Ma et al
01-12-2021	Convolutional Neural Network Simplification with Progressive Retraining by D. Osaku et al
01-12-2021	Embedded Computer Vision System Applied to a Four-Legged Line Follower Robot by Beatriz Arruda Asfora
01-12-2021	Predicting Relative Depth between Objects from Semantic Features by Stefan Cassar et al
01-12-2021	A reusable pipeline for large-scale fiber segmentation on unidirectional fiber beds using fully convolutional neural networks by Alexandre Fioravante de Siqueira et al
01-12-2021	Resolution invariant person reid based on feature transformation and self-weighted attention by Ziyue Zhang et al
01-15-2021	Motion-Based Handwriting Recognition by Junshen Kevin Chen et al
01-15-2021	Non-uniform Motion Deblurring with Blurry Component Divided Guidance by Pei Wang et al
01-13-2021	DAEs for Linear Inverse Problems: Improved Recovery with Provable Guarantees by Jasjeet Dhaliwal et al
01-12-2021	Two-stage CNN-based wood log recognition by Georg Wimmer et al
01-13-2021	Relatively Lazy: Indoor-Outdoor Navigation Using Vision and GNSS by Benjamin Congram et al
01-12-2021	Generative Adversarial U-Net for Domain-free Medical Image Augmentation by Xiaocong Chen et al
01-15-2021	Dynamic Normalization by Chuan Liu et al
01-15-2021	Deep Dual-resolution Networks for Real-time and Accurate Semantic Segmentation of Road Scenes by Yuanduo Hong et al
01-15-2021	Vision-based Vehicle Speed Estimation for ITS: A Survey by David Fernández Llorca et al
01-15-2021	Towards a Computed-Aided Diagnosis System in Colonoscopy: Automatic Polyp Segmentation Using Convolution Neural Networks by Patrick Brandao et al
01-13-2021	ABS: Automatic Bit Sharing for Model Compression by Jing Liu et al
01-15-2021	APEX-Net: Automatic Plot Extractor Network by Aalok Gangopadhyay et al
01-15-2021	Convolutional Neural Network with Pruning Method for Handwritten Digit Recognition by Mengyu Chen
01-15-2021	Black-box Adversarial Attacks in Autonomous Vehicle Technology by K Naveen Kumar et al
01-15-2021	Hyperspectral Image Classification -- Traditional to Deep Models: A Survey for Future Prospects by Sidrah Shabbir et al
01-12-2021	Joint Demosaicking and Denoising in the Wild: The Case of Training Under Ground Truth Uncertainty by Jierun Chen et al
01-14-2021	How Shift Equivariance Impacts Metric Learning for Instance Segmentation by Josef Lorenz Rumberger et al
01-15-2021	Blind Image Deblurring based on Kernel Mixture by Sajjad Amrollahi Biyouki et al
01-14-2021	Instance-Aware Predictive Navigation in Multi-Agent Environments by Jinkun Cao et al
01-15-2021	Multi-point dimensionality reduction to improve projection layout reliability by Farshad Barahimi et al
01-15-2021	Task-driven Self-supervised Bi-channel Networks Learning for Diagnosis of Breast Cancers with Mammography by Ronglin Gong et al
01-15-2021	PaddleSeg: A High-Efficient Development Toolkit for Image Segmentation by Yi Liu et al
01-14-2021	Recent Advances in Video Question Answering: A Review of Datasets and Methods by Devshree Patel et al
01-15-2021	Accurate and Robust Scale Recovery for Monocular Visual Odometry Based on Plane Geometry by Rui Tian et al
01-14-2021	Image Enhancement using Fuzzy Intensity Measure and Adaptive Clipping Histogram Equalization by Xiangyuan Zhu et al
01-14-2021	Supervised Transfer Learning at Scale for Medical Imaging by Basil Mustafa et al
01-15-2021	Neural Network-derived perfusion maps: a Model-free approach to computed tomography perfusion in patients with acute ischemic stroke by Umberto A. Gava et al
01-15-2021	Motion-Based Handwriting Recognition and Word Reconstruction by Junshen Kevin Chen et al
01-14-2021	Context-Aware Image Denoising with Auto-Threshold Canny Edge Detection to Suppress Adversarial Perturbation by Li-Yun Wang et al
01-14-2021	Exploration of Visual Features and their weighted-additive fusion for Video Captioning by Praveen S et al