2021.3.1 Vision papers

02-24-2021	How to represent part-whole hierarchies in a neural network by Geoffrey Hinton
02-24-2021	Zero-Shot Text-to-Image Generation by Aditya Ramesh et al
02-24-2021	Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions by Wenhai Wang et al
02-23-2021	Image Completion via Inference in Deep Generative Models by William Harvey et al
02-25-2021	A Primer on Contrastive Pretraining in Language Processing: Methods, Lessons Learned and Perspectives by Nils Rethmeier et al
02-23-2021	UnsupervisedR&R: Unsupervised Point Cloud Registration via Differentiable Rendering by Mohamed El Banani et al
02-25-2021	IBRNet: Learning Multi-View Image-Based Rendering by Qianqian Wang et al
02-23-2021	STEP: Segmenting and Tracking Every Pixel by Mark Weber et al
02-24-2021	AniGAN: Style-Guided Generative Adversarial Networks for Unsupervised Anime Face Generation by Bing Li et al
02-25-2021	Reducing Labelled Data Requirement for Pneumonia Segmentation using Image Augmentations by Jitesh Seth et al
02-25-2021	Retrieval Augmentation to Improve Robustness and Interpretability of Deep Neural Networks by Rita Parada Ramos et al
02-23-2021	Generative Modelling of BRDF Textures from Flash Images by Philipp Henzler et al
02-23-2021	Unsupervised Brain Anomaly Detection and Segmentation with Transformers by Walter Hugo Lopez Pinaya et al
02-25-2021	Simple multi-dataset detection by Xingyi Zhou et al
02-25-2021	Do Input Gradients Highlight Discriminative Features? by Harshay Shah et al
02-25-2021	Learning for Unconstrained Space-Time Video Super-Resolution by Zhihao Shi et al
02-26-2021	Convolution-Free Medical Image Segmentation using Transformers by Davood Karimi et al
02-23-2021	Dynamic Neural Garments by Meng Zhang et al
02-25-2021	Binary segmentation of medical images using implicit spline representations and deep learning by Oliver J. D. Barrowclough et al
02-24-2021	Localization Distillation for Object Detection by Zhaohui Zheng et al
02-23-2021	Data Fusion for Audiovisual Speaker Localization: Extending Dynamic Stream Weights to the Spatial Domain by Julio Wissing et al
02-25-2021	Maximizing Cosine Similarity Between Spatial Features for Unsupervised Domain Adaptation in Semantic Segmentation by Inseop Chung et al
02-24-2021	AGENT: A Benchmark for Core Psychological Reasoning by Tianmin Shu et al
02-24-2021	Kernel-based framework to estimate deformations of pneumothorax lung using relative position of anatomical landmarks by Utako Yamamoto et al
02-24-2021	A Straightforward Framework For Video Retrieval Using CLIP by Jesús Andrés Portillo-Quintero et al
02-24-2021	Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges by Jian Ding et al
02-25-2021	Blocks World Revisited: The Effect of Self-Occlusion on Classification by Convolutional Neural Networks by Markus D. Solbach et al
02-25-2021	FASA: Feature Augmentation and Sampling Adaptation for Long-Tailed Instance Segmentation by Yuhang Zang et al
02-23-2021	ROAD: The ROad event Awareness Dataset for Autonomous Driving by Gurkirt Singh et al
02-24-2021	4D Panoptic LiDAR Segmentation by Mehmet Aygün et al
02-24-2021	CelebA-Spoof Challenge 2020 on Face Anti-Spoofing: Methods and Results by Yuanhan Zhang et al
02-23-2021	HardCoRe-NAS: Hard Constrained diffeRentiable Neural Architecture Search by Niv Nayman et al
02-25-2021	Persistent Homology and Graphs Representation Learning by Mustafa Hajij et al
02-25-2021	A deep perceptual metric for 3D point clouds by Maurice Quach et al
02-23-2021	Meta-Learned Attribute Self-Gating for Continual Generalized Zero-Shot Learning by Vinay Kumar Verma et al
02-25-2021	Loss Surface Simplexes for Mode Connecting Volumes and Fast Ensembling by Gregory W. Benton et al
02-24-2021	GDR-Net: Geometry-Guided Direct Regression Network for Monocular 6D Object Pose Estimation by Gu Wang et al
02-23-2021	Multi-Knowledge Fusion for New Feature Generation in Generalized Zero-Shot Learning by Hongxin Xiang et al
02-23-2021	Deep Video Prediction for Time Series Forecasting by Zhen Zeng et al
02-23-2021	Weakly-supervised multi-class object localization using only object counts as labels by Kyle Mills et al
02-25-2021	Coarse-to-fine Airway Segmentation Using Multi information Fusion Network and CNN-based Region Growing by Jinquan Guo et al
02-25-2021	ShuffleUNet: Super resolution of diffusion-weighted MRIs using deep learning by Soumick Chatterjee et al
02-25-2021	CausalX: Causal Explanations and Block Multilinear Factor Analysis by M. Alex O. Vasilescu et al
02-25-2021	SCD: A Stacked Carton Dataset for Detection and Segmentation by Jinrong Yang et al
02-25-2021	On Instabilities of Conventional Multi-Coil MRI Reconstruction to Small Adverserial Perturbations by Chi Zhang et al
02-25-2021	FAITH: Fast iterative half-plane focus of expansion estimation using event-based optic flow by Raoul Dinaux et al
02-23-2021	The SpaceNet Multi-Temporal Urban Development Challenge by Adam Van Etten et al
02-24-2021	Real-Time Ellipse Detection for Robotics Applications by Azarakhsh Keipour et al
02-23-2021	SeqNet: Learning Descriptors for Sequence-based Hierarchical Place Recognition by Sourav Garg et al
02-24-2021	GEM: Glare or Gloom, I Can Still See You -- End-to-End Multimodal Object Detector by Osama Mazhar et al
02-25-2021	Fast Minimum-norm Adversarial Attacks through Adaptive Norm Constraints by Maura Pintor et al
02-23-2021	PixSet : An Opportunity for 3D Computer Vision to Go Beyond Point Clouds With a Full-Waveform LiDAR Dataset by Jean-Luc Déziel et al
02-24-2021	Image Augmentation for Multitask Few-Shot Learning: Agricultural Domain Use-Case by Sergey Nesteruk et al
02-25-2021	Scene Retrieval for Contextual Visual Mapping by William H. B. Smith et al
02-24-2021	Robust SleepNets by Yigit Alparslan et al
02-25-2021	Domain Adaptation for Learning Generator from Paired Few-Shot Data by Chun-Chih Teng et al
02-23-2021	Deep Deformation Detail Synthesis for Thin Shell Models by Lan Chen et al
02-24-2021	On the Impact of Interpretability Methods in Active Image Augmentation Method by Flavio Santos et al
02-24-2021	DeepCervix: A Deep Learning-based Framework for the Classification of Cervical Cells Using Hybrid Deep Feature Fusion Techniques by Md Mamunur Rahaman et al
02-23-2021	SISE-PC: Semi-supervised Image Subsampling for Explainable Pathology by Sohini Roychowdhury et al
02-23-2021	Cell abundance aware deep learning for cell detection on highly imbalanced pathological data by Yeman Brhane Hagos et al
02-24-2021	Deep Compact Polyhedral Conic Classifier for Open and Closed Set Recognition by Hakan Cevikalp et al
02-24-2021	PFRL: Pose-Free Reinforcement Learning for 6D Pose Estimation by Jianzhun Shao et al
02-23-2021	Automated Discovery of Adaptive Attacks on Adversarial Defenses by Chengyuan Yao et al
02-24-2021	Train one, Classify one, Teach one -- Cross-surgery transfer learning for surgical step recognition by Daniel Neimark et al
02-24-2021	Auto-Detection of Tibial Plateau Angle in Canine Radiographs Using a Deep Learning Approach by Masuda Akter Tonima et al
02-24-2021	A New Pairwise Deep Learning Feature For Environmental Microorganism Image Analysis by Frank Kulwa et al
02-24-2021	Interpreting the Latent Space of Generative Adversarial Networks using Supervised Learning by Toan Pham Van et al
02-23-2021	Active Learning to Classify Macromolecular Structures in situ for Less Supervision in Cryo-Electron Tomography by Xuefeng Du et al
02-24-2021	Railway Anomaly detection model using synthetic defect images generated by CycleGAN by Takuro Hoshi et al
02-24-2021	Efficient Palm-Line Segmentation with U-Net Context Fusion Module by Toan Pham Van et al
02-23-2021	Comparative evaluation of CNN architectures for Image Caption Generation by Sulabh Katiyar et al
02-23-2021	A System for 3D Reconstruction Of Comminuted Tibial Plafond Bone Fractures by Pengcheng Liu et al
02-24-2021	State-of-the-Art in Human Scanpath Prediction by Matthias Kümmerer et al
02-23-2021	Deep Unrolled Network for Video Super-Resolution by Benjamin Naoto Chiche et al
02-23-2021	Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective by Wuyang Chen et al
02-24-2021	Efficient and Accurate Multi-scale Topological Network for Single Image Dehazing by Qiaosi Yi et al
02-23-2021	Rethinking Natural Adversarial Examples for Classification Models by Xiao Li et al
02-24-2021	SFANet: A Spectrum-aware Feature Augmentation Network for Visible-Infrared Person Re-Identification by Haojie Liu et al
02-24-2021	PRIN/SPRIN: On Extracting Point-wise Rotation Invariant Features by Yang You et al
02-24-2021	Should I Look at the Head or the Tail? Dual-awareness Attention for Few-Shot Object Detection by Tung-I Chen et al
02-24-2021	Hyperspectral Denoising Using Unsupervised Disentangled Spatio-Spectral Deep Priors by Yu-Chun Miao et al
02-23-2021	Enhanced Modality Transition for Image Captioning by Ziwei Wang et al
02-24-2021	Synergy Between Semantic Segmentation and Image Denoising via Alternate Boosting by Shunxin Xu et al
02-24-2021	Multi-Level Adaptive Region of Interest and Graph Learning for Facial Action Unit Recognition by Jingwei Yan et al
02-24-2021	Enabling the Network to Surf the Internet by Zhuoling Li et al
02-23-2021	Domain-invariant NBV Planner for Active Cross-domain Self-localization by Kanji Tanaka
02-23-2021	Page Layout Analysis System for Unconstrained Historic Documents by Oldřich Kodym et al
02-24-2021	Unsupervised semantic discovery through visual patterns detection by Francesco Pelosin et al
02-23-2021	EscapeWildFire: Assisting People to Escape Wildfires in Real-Time by Andreas Kamilaris et al
02-23-2021	Adversarial Examples Detection beyond Image Space by Kejiang Chen et al
02-24-2021	Self-Domain Adaptation for Face Anti-Spoofing by Jingjing Wang et al
02-25-2021	Machine Biometrics -- Towards Identifying Machines in a Smart City Environment by G. K. Sidiropoulos et al
02-23-2021	Uncertainty-aware Generalized Adaptive CycleGAN by Uddeshya Upadhyay et al
02-24-2021	An Enhanced Prohibited Items Recognition Model by Tianze Rong et al
02-26-2021	Point Cloud Upsampling and Normal Estimation using Deep Learning for Robust Surface Reconstruction by Rajat Sharma et al
02-23-2021	Event Camera Based Real-Time Detection and Tracking of Indoor Ground Robots by Himanshu Patel et al
02-23-2021	Arguments for the Unsuitability of Convolutional Neural Networks for Non--Local Tasks by Sebastian Stabinger et al
02-23-2021	Learning to Drop Points for LiDAR Scan Synthesis by Kazuto Nakashima et al
02-26-2021	What Doesnt Kill You Makes You Robust(er): Adversarial Training against Poisons and Backdoors by Jonas Geiping et al
02-26-2021	Where to look at the movies : Analyzing visual attention to understand movie editing by Alexandre Bruckert et al
02-23-2021	Multi-Slice Low-Rank Tensor Decomposition Based Multi-Atlas Segmentation: Application to Automatic Pathological Liver CT Segmentation by Changfa Shi et al
02-23-2021	Self-Supervised Noisy Label Learning for Source-Free Unsupervised Domain Adaptation by Weijie Chen et al
02-25-2021	DeepSZ: Identification of Sunyaev-Zeldovich Galaxy Clusters using Deep Learning by Zhen Lin et al
02-23-2021	RGB-D Railway Platform Monitoring and Scene Understanding for Enhanced Passenger Safety by Marco Wallner et al
02-23-2021	Characterization and recognition of handwritten digits using Julia by M. A. Jishan et al
02-23-2021	On Relative Pose Recovery for Multi-Camera Systems by Ji Zhao et al
02-23-2021	Automatic Ship Classification Utilizing Bag of Deep Features by Sadegh Soleimani Pour et al
02-26-2021	Natural Language Video Localization: A Revisit in Span-based Question Answering Framework by Hao Zhang et al
02-24-2021	Multi-Task Temporal Convolutional Networks for Joint Recognition of Surgical Phases and Steps in Gastric Bypass Procedures by Sanat Ramesh et al
02-23-2021	Probabilistic Spatial Analysis in Quantitative Microscopy with Uncertainty-Aware Cell Detection using Deep Bayesian Regression of Density Maps by Alvaro Gomariz et al
02-25-2021	Nonlinear Projection Based Gradient Estimation for Query Efficient Blackbox Attacks by Huichen Li et al
02-25-2021	Improving Robustness of Learning-based Autonomous Steering Using Adversarial Images by Yu Shen et al
02-25-2021	Many-to-One Distribution Learning and K-Nearest Neighbor Smoothing for Thoracic Disease Identification by Yi Zhou et al
02-26-2021	Unifying Remote Sensing Image Retrieval and Classification with Robust Fine-tuning by Dimitri Gominski et al
02-26-2021	Surgical Visual Domain Adaptation: Results from the MICCAI 2020 SurgVisDom Challenge by Aneeq Zia et al
02-25-2021	Boundary-induced and scene-aggregated network for monocular depth prediction by Feng Xue et al
02-26-2021	3D Vessel Reconstruction in OCT-Angiography via Depth Map Estimation by Shuai Yu et al
02-24-2021	Rigid and non-rigid motion compensation in weight-bearing cone-beam CT of the knee using (noisy) inertial measurements by Jennifer Maier et al
02-23-2021	Classification of Breast Cancer Lesions in Ultrasound Images by using Attention Layer and loss Ensembles in Deep Convolutional Neural Networks by Elham Yousef Kalaf et al
02-26-2021	Using Deep Learning to Automate the Detection of Flaws in Nuclear Fuel Channel UT Scans by Issam Hammad et al
02-26-2021	Domain Adapting Ability of Self-Supervised Learning for Face Recognition by Chun-Hsien Lin et al
02-26-2021	Class Knowledge Overlay to Visual Feature Learning for Zero-Shot Image Classification by Cheng Xie et al
02-26-2021	Knowledge Distillation Circumvents Nonlinearity for Optical Convolutional Neural Networks by Jinlin Xiang et al
02-25-2021	MixSearch: Searching for Domain Generalized Medical Image Segmentation Architectures by Luyan Liu et al
02-26-2021	Zero-Shot Learning Based on Knowledge Sharing by Zeng Ting et al
02-26-2021	Mitigating Domain Mismatch in Face Recognition Using Style Matching by Chun-Hsien Lin et al
02-25-2021	A Reconfigurable Winograd CNN Accelerator with Nesting Decomposition Algorithm for Computing Convolution with Large Filters by Jingbo Jiang et al
02-26-2021	A Universal Model for Cross Modality Mapping by Relational Reasoning by Zun Li et al
02-26-2021	Nested-block self-attention for robust radiotherapy planning segmentation by Harini Veeraraghavan et al
02-26-2021	Continuous Face Aging Generative Adversarial Networks by Seogkyu Jeon et al
02-26-2021	Texture-aware Video Frame Interpolation by Duolikun Danier et al
02-26-2021	Panoramic annular SLAM with loop closure and global optimization by Hao Chen et al
02-26-2021	Dual-MTGAN: Stochastic and Deterministic Motion Transfer for Image-to-Video Synthesis by Fu-En Yang et al
02-26-2021	Accurate Visual-Inertial SLAM by Feature Re-identification by Xiongfeng Peng et al
02-26-2021	Robust Rational Polynomial Camera Modelling for SAR and Pushbroom Imaging by Roland Akiki et al
02-25-2021	Robust Pollen Imagery Classification with Generative Modeling and Mixup Training by Jaideep Murkute
02-25-2021	Multi-Domain Learning by Meta-Learning: Taking Optimal Steps in Multi-Domain Loss Landscapes by Inner-Loop Learning by Anthony Sicilia et al
02-26-2021	ACDnet: An action detection network for real-time edge computing based on flow-guided feature approximation and memory aggregation by Yu Liu et al
02-25-2021	Detection of Alzheimers Disease Using Graph-Regularized Convolutional Neural Network Based on Structural Similarity Learning of Brain Magnetic Resonance Images by Kuo Yang et al