2021.8.2 Vision papers

02-04-2021	Unifying Vision-and-Language Tasks via Text Generation by Jaemin Cho et al
02-04-2021	Im2Vec: Synthesizing Vector Graphics without Vector Supervision by Pradyumna Reddy et al
02-02-2021	Keep the Gradients Flowing: Using Gradient Flow to Study Sparse Network Optimization by Kale-ab Tessera et al
02-05-2021	CharacterGAN: Few-Shot Keypoint Character Animation and Reposing by Tobias Hinz et al
02-04-2021	Designing an Encoder for StyleGAN Image Manipulation by Omer Tov et al
02-02-2021	Occluded Video Instance Segmentation by Jiyang Qi et al
02-03-2021	MeInGame: Create a Game Character Face from a Single Portrait by Jiangke Lin et al
02-04-2021	Only a Matter of Style: Age Transformation Using a Style-Based Regression Model by Yuval Alaluf et al
02-04-2021	Semi-Supervised Action Recognition with Temporal Contrastive Learning by Ankit Singh et al
02-04-2021	Learning Monocular Depth in Dynamic Scenes via Instance-Aware Projection Consistency by Seokju Lee et al
02-04-2021	RoI Tanh-polar Transformer Network for Face Parsing in the Wild by Yiming Lin et al
02-02-2021	Learning domain-agnostic visual representation for computational pathology using medically-irrelevant style transfer augmentation by Rikiya Yamashita et al
02-03-2021	DEFT: Detection Embeddings for Tracking by Mohamed Chaabane et al
02-02-2021	Medical Datasets Collections for Artificial Intelligence-based Medical Image Analysis by Yang Wen
02-03-2021	No-reference denoising of low-dose CT projections by Elvira Zainulina et al
02-04-2021	Multi-Stage Progressive Image Restoration by Syed Waqas Zamir et al
02-04-2021	Computational identification of significant actors in paintings through symbols and attributes by David G. Stork et al
02-03-2021	Fast Concept Mapping: The Emergence of Human Abilities in Artificial Neural Networks when Learning Embodied and Self-Supervised by Viviane Clay et al
02-03-2021	Environment Predictive Coding for Embodied Agents by Santhosh K. Ramakrishnan et al
02-04-2021	TricycleGAN: Unsupervised Image Synthesis and Segmentation Based on Shape Priors by Umaseh Sivanesan et al
02-04-2021	SelfNorm and CrossNorm for Out-of-Distribution Robustness by Zhiqiang Tang et al
02-04-2021	A Deeper Look into Convolutions via Pruning by Ilke Cugu et al
02-04-2021	Image Restoration by Deep Projected GSURE by Shady Abu-Hussein et al
02-04-2021	Deep Face Fuzzy Vault: Implementation and Performance by Christian Rathgeb et al
02-03-2021	Echo-SyncNet: Self-supervised Cardiac View Synchronization in Echocardiography by Fatemeh Taheri Dezaki et al
02-04-2021	ProxyFAUG: Proximity-based Fingerprint Augmentation by Grigorios G. Anagnostopoulos et al
02-04-2021	Fine-tuning deep learning model parameters for improved super-resolution of dynamic MRI with prior-knowledge by Chompunuch Sarasaen et al
02-04-2021	Active Boundary Loss for Semantic Segmentation by Chi Wang et al
02-04-2021	Mask guided attention for fine-grained patchy image classification by Jun Wang et al
02-04-2021	CHEF: Cross-modal Hierarchical Embeddings for Food Domain Retrieval by Hai X. Pham et al
02-03-2021	Learning Diverse-Structured Networks for Adversarial Robustness by Xuefeng Du et al
02-04-2021	3D Surface Reconstruction From Multi-Date Satellite Images by Sebastian Bullinger et al
02-03-2021	Predictive coding feedback results in perceived illusory contours in a recurrent neural network by Zhaoyang Pang et al
02-05-2021	Unsupervised Novel View Synthesis from a Single Image by Pierluigi Zama Ramirez et al
02-02-2021	From Culture to Clothing: Discovering the World Events Behind A Century of Fashion Images by Wei-Lin Hsiao et al
02-05-2021	Co-Mixup: Saliency Guided Joint Mixup with Supermodular Diversity by Jang-Hyun Kim et al
02-02-2021	DLpN: Single-Shell NODDI Using Deep Learner Estimated Isotropic Volume Fraction by Abrar Faiyaz et al
02-02-2021	L2C: Describing Visual Differences Needs Semantic Understanding of Individuals by An Yan et al
02-03-2021	Fixed-point Quantization of Convolutional Neural Networks for Quantized Inference on Embedded Platforms by Rishabh Goyal et al
02-04-2021	Commonsense Knowledge Aware Concept Selection For Diverse and Informative Visual Storytelling by Hong Chen et al
02-03-2021	Trusted Multi-View Classification by Zongbo Han et al
02-02-2021	Dermo-DOCTOR: A web application for detection and recognition of the skin lesion using a deep convolutional neural network by Md. Kamrul Hasan et al
02-03-2021	Do Not Forget to Attend to Uncertainty while Mitigating Catastrophic Forgetting by Vinod K Kurmi et al
02-03-2021	One Label, One Billion Faces: Usage and Consistency of Racial Categories in Computer Vision by Zaid Khan et al
02-02-2021	Learning to identify image manipulations in scientific publications by Ghazal Mazaheri et al
02-04-2021	ABCNet: Attentive Bilateral Contextual Network for Efficient Semantic Segmentation of Fine-Resolution Remote Sensing Images by Rui Li et al
02-03-2021	Music source separation conditioned on 3D point clouds by Francesc Lluís et al
02-02-2021	Mining Feature Relationships in Data by Andrew Lensen
02-05-2021	Optimal Transport as a Defense Against Adversarial Attacks by Quentin Bouniot et al
02-05-2021	Achieving Explainability for Plant Disease Classification with Disentangled Variational Autoencoders by Harshana Habaragamuwa et al
02-02-2021	Multi-class probabilistic atlas-based whole heart segmentation method in cardiac CT and MRI by Tarun Kanti Ghosh et al
02-03-2021	Unbox the Black-box for the Medical Explainable AI via Multi-modal and Multi-centre Data Fusion: A Mini-Review, Two Showcases and Beyond by Guang Yang et al
02-02-2021	Fast Exploration of Weight Sharing Opportunities for CNN Compression by Etienne Dupuis et al
02-02-2021	Learning to Segment Human Body Parts with Synthetically Trained Deep Convolutional Networks by Alessandro Saviolo et al
02-03-2021	Multi-Instance Learning by Utilizing Structural Relationship among Instances by Yangling Ma et al
02-03-2021	Evaluation of Point Pattern Features for Anomaly Detection of Defect within Random Finite Set Framework by Ammar Mansoor Kamoona et al
02-03-2021	Modeling the Probabilistic Distribution of Unlabeled Data forOne-shot Medical Image Segmentation by Yuhang Ding et al
02-03-2021	Robust pedestrian detection in thermal imagery using synthesized images by My Kieu et al
02-05-2021	A Deep Learning Approach Based on Graphs to Detect Plantation Lines by Diogo Nunes Gonçalves et al
02-02-2021	Enabling energy efficient machine learning on a Ultra-Low-Power vision sensor for IoT by Francesco Paissan et al
02-02-2021	aura-net : robust segmentation of phase-contrast microscopy images with few annotations by Ethan Cohen et al
02-03-2021	Multi-Scale Cost Volumes Cascade Network for Stereo Matching by Xiaogang Jia et al
02-02-2021	Transfer Learning in Magnetic Resonance Brain Imaging: a Systematic Review by Juan Miguel Valverde et al
02-03-2021	Learning Graph Embeddings for Compositional Zero-shot Learning by Muhammad Ferjad Naeem et al
02-02-2021	Deep CNNs for large scale species classification by Raj Prateek Kosaraju
02-02-2021	Child-Computer Interaction: Recent Works, New Dataset, and Age Detection by Ruben Tolosana et al
02-03-2021	Isometric Propagation Network for Generalized Zero-shot Learning by Lu Liu et al
02-03-2021	Answer Questions with Right Image Regions: A Visual Attention Regularization Approach by Yibing Liu et al
02-05-2021	GNN-RL Compression: Topology-Aware Network Pruning using Multi-stage Graph Embedding and Reinforcement Learning by Sixing Yu et al
02-02-2021	Rank-Consistency Deep Hashing for Scalable Multi-Label Image Search by Cheng Ma et al
02-05-2021	Applications of Machine Learning in Document Digitisation by Christian M. Dahl et al
02-05-2021	Matrix Decomposition on Graphs: A Functional View by Abhishek Sharma et al
02-02-2021	Facial Manipulation Detection Based on the Color Distribution Analysis in Edge Region by Dong-Keon Kim et al
02-05-2021	Instance and Panoptic Segmentation Using Conditional Convolutions by Zhi Tian et al
02-02-2021	Prediction of low-keV monochromatic images from polyenergetic CT scans for improved automatic detection of pulmonary embolism by Constantin Seibold et al
02-02-2021	UPHDR-GAN: Generative Adversarial Network for High Dynamic Range Imaging with Unpaired Data by Ru Li et al
02-03-2021	Relaxed Transformer Decoders for Direct Action Proposal Generation by Jing Tan et al
02-02-2021	Tooth Instance Segmentation from Cone-Beam CT Images through Point-based Detection and Gaussian Disentanglement by Jusang Lee et al
02-03-2021	A generalised feature for low level vision by Dr David Sinclair et al
02-02-2021	Orientation Convolutional Networks for Image Recognition by Yalan Qin et al
02-02-2021	Size Matters by Mats L. Richter et al
02-02-2021	Automatic analysis of artistic paintings using information-based measures by Jorge Miguel Silva et al
02-05-2021	A Collaborative Visual SLAM Framework for Service Robots by Ming Ouyang et al
02-02-2021	Exploiting Raw Images for Real-Scene Super-Resolution by Xiangyu Xu et al
02-02-2021	Its always personal: Using Early Exits for Efficient On-Device CNN Personalisation by Ilias Leontiadis et al
02-02-2021	Test-Time Adaptation for Out-of-distributed Image Inpainting by Chajin Shin et al
02-05-2021	Metric Embedding Sub-discrimination Study by Ryan Furlong et al
02-04-2021	DetectorGuard: Provably Securing Object Detectors against Localized Patch Hiding Attacks by Chong Xiang et al
02-05-2021	Real-World Super-Resolution of Face-Images from Surveillance Cameras by Andreas Aakerberg et al
02-05-2021	3D Medical Multi-modal Segmentation Network Guided by Multi-source Correlation Constraint by Tongxue Zhou et al
02-05-2021	Sampling Based Scene-Space Video Processing by Felix Klose et al
02-02-2021	Face Recognition Using Sf3CNNSf3CNN With Higher Feature Discrimination by Nayaneesh Kumar Mishra et al
02-02-2021	Recurrent Neural Network for MoonBoard Climbing Route Classification and Generation by Yi-Shiou Duh et al
02-03-2021	1000 Pupil Segmentations in a Second using Haar Like Features and Statistical Learning by Wolfgang Fuhl
02-03-2021	Regularization Strategy for Point Cloud via Rigidly Mixed Sample by Dogyoon Lee et al
02-02-2021	Vehicle trajectory prediction in top-view image sequences based on deep learning method by Zahra Salahshoori Nejad et al
02-02-2021	Hardware-efficient Residual Networks for FPGAs by Olivia Weng et al
02-02-2021	U-LanD: Uncertainty-Driven Video Landmark Detection by Mohammad H. Jafari et al
02-03-2021	TEyeD: Over 20 million real-world eye images with Pupil, Eyelid, and Iris 2D and 3D Segmentations, 2D and 3D Landmarks, 3D Eyeball, Gaze Vector, and Eye Movement Types by Wolfgang Fuhl et al
02-05-2021	GaitSet: Cross-view Gait Recognition through Utilizing Gait as a Deep Set by Hanqing Chao et al
02-05-2021	Bidirectional Multi-scale Attention Networks for Semantic Segmentation of Oblique UAV Imagery by Ye Lyu et al
02-02-2021	Model-based multi-parameter mapping by Yael Balbastre et al
02-05-2021	Multispectral Object Detection with Deep Learning by Md Osman Gani et al
02-04-2021	Structure-aware Person Image Generation with Pose Decomposition and Semantic Correlation by Jilin Tang et al
02-04-2021	Adversarial Robustness Study of Convolutional Neural Network for Lumbar Disk Shape Reconstruction from MR images by Jiasong Chen et al
02-03-2021	A Deep Learning-Based Approach to Extracting Periosteal and Endosteal Contours of Proximal Femur in Quantitative CT Images by Yu Deng et al
02-04-2021	Metaknowledge Extraction Based on Multi-Modal Documents by Shukan Liu et al
02-02-2021	Face Recognition using 3D CNNs by Nayaneesh Kumar Mishra et al
02-04-2021	Deep Texture-Aware Features for Camouflaged Object Detection by Jingjing Ren et al
02-05-2021	Zero-shot Learning with Deep Neural Networks for Object Recognition by Yannick Le Cacheux et al
02-04-2021	Scattering Networks on the Sphere for Scalable and Rotationally Equivariant Spherical CNNs by Jason D. McEwen et al
02-02-2021	Fake-image detection with Robust Hashing by Miki Tanaka et al
02-05-2021	Fusion of neural networks, for LIDAR-based evidential road mapping by Edouard Capellier et al
02-04-2021	Do We Actually Need Dense Over-Parameterization? In-Time Over-Parameterization in Sparse Training by Shiwei Liu et al
02-05-2021	Hyperspherical embedding for novel class classification by Rafael S. Pereira et al
02-05-2021	Transductive Zero-Shot Learning by Decoupled Feature Generation by Federico Marmoreo et al
02-05-2021	Improving state estimation through projection post-processing for activity recognition in football by Michał Ciszewski et al
02-03-2021	Parallax estimation for push-frame satellite imagery: application to super-resolution and 3D surface modeling from Skysat products by Jérémy Anger et al
02-04-2021	Progressive Neural Image Compression with Nested Quantization and Latent Ordering by Yadong Lu et al
02-02-2021	Image Splicing Detection, Localization and Attribution via JPEG Primary Quantization Matrix Estimation and Clustering by Yakun Niu et al
02-04-2021	Compressed Object Detection by Gedeon Muhawenayo et al
02-03-2021	Automatic Segmentation of Organs-at-Risk from Head-and-Neck CT using Separable Convolutional Neural Network with Hard-Region-Weighted Loss by Wenhui Lei et al
02-04-2021	Automated Rip Current Detection with Region based Convolutional Neural Networks by Akila de Silva et al
02-04-2021	Learning the Update Operator for 2D/3D Image Registration by Srikrishna Jaganathan et al
02-04-2021	Deep Learning compatible Differentiable X-ray Projections for Inverse Rendering by Karthik Shetty et al
02-04-2021	Deep reinforcement learning-based image classification achieves perfect testing set accuracy for MRI brain tumors with a training set of only 30 images by Joseph Stember et al