2021.5.24 Vision papers

05-20-2021	Opening Deep Neural Networks with Generative Models by Marcos Vendramini et al
05-21-2021	Multi-Task, Multi-Domain Deep Segmentation with Shared Representations and Contrastive Regularization for Sparse Pediatric Datasets by Arnaud Boutillon et al
05-21-2021	Act Like a Radiologist: Towards Reliable Multi-view Correspondence Reasoning for Mammogram Mass Detection by Yuhang Liu et al
05-21-2021	Hierarchical Consistency Regularized Mean Teacher for Semi-supervised 3D Left Atrium Segmentation by Shumeng Li et al
05-19-2021	Content-Augmented Feature Pyramid Network with Light Linear Transformers by Yongxiang Gu et al
05-20-2021	Content-adaptive Representation Learning for Fast Image Super-resolution by Yukai Shi et al
05-21-2021	Combining Transformer Generators with Convolutional Discriminators by Ricard Durall et al
05-20-2021	A low-rank representation for unsupervised registration of medical images by Dengqiang Jia et al
05-20-2021	DeepDarts: Modeling Keypoints as Objects for Automatic Scorekeeping in Darts using a Single Camera by William McNally et al
05-18-2021	ACAE-REMIND for Online Continual Learning with Compressed Feature Replay by Kai Wang et al
05-19-2021	Multiple Meta-model Quantifying for Medical Visual Question Answering by Tuong Do et al
05-18-2021	SAIL-VOS 3D: A Synthetic Dataset and Baselines for Object Detection and 3D Mesh Reconstruction from Video Data by Yuan-Ting Hu et al
05-21-2021	Rotation invariant CNN using scattering transform for image classification by Rosemberg Rodriguez Salas et al
05-21-2021	An Efficient Training Approach for Very Large Scale Face Recognition by Kai Wang et al
05-21-2021	3D Human Pose Regression using Graph Convolutional Network by Soubarna Banik et al
05-21-2021	Extremely Lightweight Quantization Robust Real-Time Single-Image Super Resolution for Mobile Devices by Mustafa Ayazoglu
05-19-2021	Generalized Few-Shot Object Detection without Forgetting by Zhibo Fan et al
05-21-2021	Aligning Visual Prototypes with BERT Embeddings for Few-Shot Learning by Kun Yan et al
05-21-2021	Multimodal Remote Sensing Benchmark Datasets for Land Cover Classification with A Shared and Specific Feature Learning Model by Danfeng Hong et al
05-19-2021	Image to Image Translation : Generating maps from satellite images by Vaishali Ingale et al
05-18-2021	A parameter refinement method for Ptychography based on Deep Learning concepts by Francesco Guzzi et al
05-20-2021	A Spatio-temporal Attention-based Model for Infant Movement Assessment from Videos by Binh Nguyen-Thai et al
05-20-2021	Error Resilient Collaborative Intelligence via Low-Rank Tensor Completion by Lior Bragilevsky et al
05-19-2021	Unsupervised learning of text line segmentation by differentiating coarse patterns by Berat Kurar Barakat et al
05-19-2021	Heterogeneous Contrastive Learning by Lecheng Zheng et al
05-21-2021	Anomaly Detection By Autoencoder Based On Weighted Frequency Domain Loss by Masaki Nakanishi et al
05-20-2021	Semantic segmentation of multispectral photoacoustic images using deep learning by Janek Gröhl et al
05-21-2021	AC-CovidNet: Attention Guided Contrastive CNN for Recognition of Covid-19 in Chest X-Ray Images by Anirudh Ambati et al
05-21-2021	Helsinki Deblur Challenge 2021: description of photographic data by Markus Juvonen et al
05-20-2021	Anchor-based Plain Net for Mobile Image Super-Resolution by Zongcai Du et al
05-18-2021	Pathdreamer: A World Model for Indoor Navigation by Jing Yu Koh et al
05-18-2021	Dependent Multi-Task Learning with Causal Intervention for Image Captioning by Wenqing Chen et al
05-19-2021	Guided Facial Skin Color Correction by Keiichiro Shirai et al
05-18-2021	Unsupervised identification of surgical robotic actions from small non homogeneous datasets by Daniele Meli et al
05-18-2021	Multimodal Deep Learning Framework for Image Popularity Prediction on Social Media by Fatma S. Abousaleh et al
05-21-2021	Sheaves as a Framework for Understanding and Interpreting Model Fit by Henry Kvinge et al
05-18-2021	UncertaintyFuseNet: Robust Uncertainty-aware Hierarchical Feature Fusion with Ensemble Monte Carlo Dropout for COVID-19 Detection by Moloud Abdar et al
05-20-2021	Improving Generation and Evaluation of Visual Stories via Semantic Consistency by Adyasha Maharana et al
05-20-2021	Covid-19 Detection from Chest X-ray and Patient Metadata using Graph Convolutional Neural Networks by Thosini Bamunu Mudiyanselage et al
05-18-2021	Parallel Attention Network with Sequence Matching for Video Grounding by Hao Zhang et al
05-19-2021	End-to-End Unsupervised Document Image Blind Denoising by Mehrdad J Gangeh et al
05-19-2021	High-Resolution Photorealistic Image Translation in Real-Time: A Laplacian Pyramid Translation Network by Jie Liang et al
05-21-2021	Multi-color balance for color constancy by Teruaki Akazawa et al
05-18-2021	Contrastive Model Inversion for Data-Free Knowledge Distillation by Gongfan Fang et al
05-20-2021	Happy Dance, Slow Clap: Using Reaction GIFs to Predict Induced Affect on Twitter by Boaz Shmueli et al
05-19-2021	Railroad is not a Train: Saliency as Pseudo-pixel Supervision for Weakly Supervised Semantic Segmentation by Seungho Lee et al
05-20-2021	Simple Transparent Adversarial Examples by Jaydeep Borkar et al
05-20-2021	Crowd Counting by Self-supervised Transfer Colorization Learning and Global Prior Classification by Haoyue Bai et al
05-20-2021	An Attractor-Guided Neural Networks for Skeleton-Based Human Motion Prediction by Pengxiang Ding et al
05-19-2021	TableZa -- A classical Computer Vision approach to Tabular Extraction by Saumya Banthia et al
05-21-2021	Behind the leaves -- Estimation of occluded grapevine berries with conditional generative adversarial networks by Jana Kierdorf et al
05-18-2021	Masked Contrastive Learning for Anomaly Detection by Hyunsoo Cho et al
05-19-2021	Classifying concepts via visual properties by Fausto Giunchiglia et al
05-20-2021	Medical Image Segmentation using Squeeze-and-Expansion Transformers by Shaohua Li et al
05-20-2021	VLM: Task-agnostic Video-Language Model Pre-training for Video Understanding by Hu Xu et al
05-20-2021	FVC: A New Framework towards Deep Video Compression in Feature Space by Zhihao Hu et al
05-20-2021	Pseudo Pixel-level Labeling for Images with Evolving Content by Sara Mousavi et al
05-19-2021	Exploring The Limits Of Data Augmentation For Retinal Vessel Segmentation by Enes Sadi Uysal et al
05-19-2021	VSGM -- Enhance robot task understanding ability through visual semantic graph by Cheng Yu Tsai et al
05-19-2021	BatchQuant: Quantized-for-all Architecture Search with Robust Quantizer by Haoping Bai et al
05-18-2021	IntFormer: Predicting pedestrian intention with the aid of the Transformer architecture by J. Lorenzo et al
05-19-2021	Comparing Kullback-Leibler Divergence and Mean Squared Error Loss in Knowledge Distillation by Taehyeon Kim et al
05-18-2021	Multi-Person Extreme Motion Prediction with Cross-Interaction Attention by Wen Guo et al
05-18-2021	Non-contact Pain Recognition from Video Sequences with Remote Physiological Measurements Prediction by Ruijing Yang et al
05-18-2021	Improved detection of small objects in road network sequences by Iván García et al
05-20-2021	An Empirical Study of Vehicle Re-Identification on the AI City Challenge by Hao Luo et al
05-19-2021	Deep Learning Radio Frequency Signal Classification with Hybrid Images by Hilal Elyousseph et al
05-18-2021	I2C2W: Image-to-Character-to-Word Transformers for Accurate Scene Text Recognition by Chuhui Xue et al
05-18-2021	Transfer learning approach to Classify the X-ray image that corresponds to corona disease Using ResNet50 pretrained by ChexNet by Mahyar Bolhassani
05-19-2021	Joint Calibrationless Reconstruction and Segmentation of Parallel MRI by Aniket Pramanik et al
05-19-2021	Multi-Contrast MRI Super-Resolution via a Multi-Stage Integration Network by Chun-Mei Feng et al
05-19-2021	Large-scale Localization Datasets in Crowded Indoor Spaces by Donghwan Lee et al
05-21-2021	Intriguing Properties of Vision Transformers by Muzammal Naseer et al
05-18-2021	Fusion-DHL: WiFi, IMU, and Floorplan Fusion for Dense History of Locations in Indoor Environments by Sachini Herath et al
05-21-2021	Random Hash Code Generation for Cancelable Fingerprint Templates using Vector Permutation and Shift-order Process by Sani M. Abdullahi et al
05-18-2021	Exemplar-Based Open-Set Panoptic Segmentation Network by Jaedong Hwang et al
05-19-2021	Correlated Input-Dependent Label Noise in Large-Scale Image Classification by Mark Collier et al
05-20-2021	Evaluating Robustness over High Level Driving Instruction for Autonomous Driving by Florence Carton et al
05-21-2021	Going Deeper through the Gleason Scoring Scale: An Automatic end-to-end System for Histology Prostate Grading and Cribriform Pattern Detection by Julio Silva-Rodríguez et al
05-18-2021	Correlated Adversarial Joint Discrepancy Adaptation Network by Youshan Zhang et al
05-21-2021	Towards Realization of Augmented Intelligence in Dermatology: Advances and Future Directions by Roxana Daneshjou et al
05-18-2021	Fighting Gradients with Gradients: Dynamic Defenses against Adversarial Attacks by Dequan Wang et al
05-18-2021	Human Motion Prediction Using Manifold-Aware Wasserstein GAN by Baptiste Chopin et al
05-19-2021	VOILA: Visual-Observation-Only Imitation Learning for Autonomous Navigation by Haresh Karnan et al
05-19-2021	Robust partial Fourier reconstruction for diffusion-weighted imaging using a recurrent convolutional neural network by Fasil Gadjimuradov et al
05-19-2021	A Novel lightweight Convolutional Neural Network, ExquisiteNetV2 by Shyh Yaw Jou et al
05-19-2021	Birds of a Feather: Capturing Avian Shape Models from Images by Yufu Wang et al
05-18-2021	Deep Active Contours Using Locally Controlled Distance Vector Flow by Parastoo Akbari et al
05-18-2021	Vision Transformer for Fast and Efficient Scene Text Recognition by Rowel Atienza
05-18-2021	A multimodal deep learning framework for scalable content based visual media retrieval by Ambareesh Ravi et al
05-21-2021	Analysis of voxel-based 3D object detection methods efficiency for real-time embedded systems by Illia Oleksiienko et al
05-21-2021	Sharing Pain: Using Domain Transfer Between Pain Types for Recognition of Sparse Pain Expressions in Horses by Sofia Broomé et al
05-18-2021	Fixed ββ-VAE Encoding for Curious Exploration in Complex 3D Environments by Auguste Lehuger et al
05-20-2021	Robust Unsupervised Multi-Object Tracking in Noisy Environments by C. -H. Huck Yang et al
05-19-2021	DeepCAD: A Deep Generative Network for Computer-Aided Design Models by Rundi Wu et al
05-19-2021	Adaptive Hypergraph Convolutional Network for No-Reference 360-degree Image Quality Assessment by Jun Fu et al
05-21-2021	Joint Triplet Autoencoder for Histopathological Colon Cancer Nuclei Retrieval by Satya Rajendra Singh et al
05-21-2021	Graph Convolutional Networks in Feature Space for Image Deblurring and Super-resolution by Boyan Xu et al
05-18-2021	Content Disentanglement for Semantically Consistent Synthetic-to-RealDomain Adaptation in Urban Traffic Scenes by Mert Keser et al
05-18-2021	Assessing aesthetics of generated abstract images using correlation structure by Sina Khajehabdollahi et al
05-21-2021	DAVOS: Semi-Supervised Video Object Segmentation via Adversarial Domain Adaptation by Jinshuo Zhang et al
05-20-2021	An Optical physics inspired CNN approach for intrinsic image decomposition by Harshana Weligampola et al

05-21-2021	Omni-supervised Point Cloud Segmentation via Gradual Receptive Field Component Reasoning by Jingyu Gong et al
05-20-2021	EMface: Detecting Hard Faces by Exploring Receptive Field Pyraminds by Leilei Cao et al
05-21-2021	Pyramid Fusion Dark Channel Prior for Single Image Dehazing by Qiyuan Liang et al
05-21-2021	Endmember-Guided Unmixing Network (EGU-Net): A General Deep Learning Framework for Self-Supervised Hyperspectral Unmixing by Danfeng Hong et al
05-18-2021	Progressively Normalized Self-Attention Network for Video Polyp Segmentation by Ge-Peng Ji et al
05-20-2021	Egocentric Activity Recognition and Localization on a 3D Map by Miao Liu et al
05-19-2021	Generalizable Person Re-identification with Relevance-aware Mixture of Experts by Yongxing Dai et al
05-18-2021	Exploring Driving-aware Salient Object Detection via Knowledge Transfer by Jinming Su et al
05-18-2021	Shape Analysis of Functional Data with Elastic Partial Matching by Darshan Bryner et al
05-20-2021	Probing the Effect of Selection Bias on NN Generalization with a Thought Experiment by John K. Tsotsos et al
05-20-2021	AnaXNet: Anatomy Aware Multi-label Finding Classification in Chest X-ray by Nkechinyere N. Agu et al
05-20-2021	BodyPressure -- Inferring Body Pose and Contact Pressure from a Depth Image by Henry M. Clever et al
05-20-2021	Efficient and Robust LiDAR-Based End-to-End Navigation by Zhijian Liu et al
05-19-2021	When Deep Classifiers Agree: Analyzing Correlations between Learning Order and Image Statistics by Iuliia Pliushch et al
05-19-2021	TarGAN: Target-Aware Generative Adversarial Networks for Multi-modality Medical Image Translation by Junxiao Chen et al
05-18-2021	Detecting Adversarial Examples with Bayesian Neural Network by Yao Li et al
05-18-2021	Learning optimally separated class-specific subspace representations using convolutional autoencoder by Krishan Sharma et al
05-21-2021	Driving-Signal Aware Full-Body Avatars by Timur Bagautdinov et al
05-20-2021	Semi-supervised, Topology-Aware Segmentation of Tubular Structures from Live Imaging 3D Microscopy by Kasra Arnavaz et al
05-20-2021	Guidance and Teaching Network for Video Salient Object Detection by Ge-Peng Ji et al
05-20-2021	IDEAL: Independent Domain Embedding Augmentation Learning by Zhiyuan Chen et al
05-19-2021	PPR10K: A Large-Scale Portrait Photo Retouching Dataset with Human-Region Mask and Group-Level Consistency by Jie Liang et al
05-21-2021	ReduNet: A White-box Deep Network from the Principle of Maximizing Rate Reduction by Kwan Ho Ryan Chan et al
05-21-2021	Distinguishing artefacts: evaluating the saturation point of convolutional neural networks by Ric Real et al
05-18-2021	Unsupervised Compound Domain Adaptation for Face Anti-Spoofing by Ankush Panwar et al
05-19-2021	XCycles Backprojection Acoustic Super-Resolution by Feras Almasri et al
05-19-2021	Learn Fine-grained Adaptive Loss for Multiple Anatomical Landmark Detection in Medical Images by Guang-Quan Zhou et al
05-19-2021	Single-Layer Vision Transformers for More Accurate Early Exits with Less Overhead by Arian Bakhtiarnia et al
05-20-2021	Biologically Inspired Semantic Lateral Connectivity for Convolutional Neural Networks by Tonio Weidler et al
05-18-2021	Overparametrization of HyperNetworks at Fixed FLOP-Count Enables Fast Neural Image Enhancement by Lorenz K. Muller
05-20-2021	Multi-Perspective Anomaly Detection by Manav Madan et al
05-18-2021	Multi-view Contrastive Coding of Remote Sensing Images at Pixel-level by Yuxing Chen
05-19-2021	Prototype Guided Federated Learning of Visual Feature Representations by Umberto Michieli et al
05-18-2021	Font Style that Fits an Image -- Font Generation Based on Image Context by Taiga Miyazono et al
05-18-2021	A Lightweight Privacy-Preserving Scheme Using Label-based Pixel Block Mixing for Image Classification in Deep Learning by Yuexin Xiang et al
05-19-2021	Efficient Transfer Learning via Joint Adaptation of Network Architecture and Weight by Ming Sun et al
05-20-2021	Weakly-Supervised Physically Unconstrained Gaze Estimation by Rakshit Kothari et al
05-21-2021	Compressing Deep CNNs using Basis Representation and Spectral Fine-tuning by Muhammad Tayyab et al
05-21-2021	Backdoor Attacks on Self-Supervised Learning by Aniruddha Saha et al
05-21-2021	A Novel 3D-UNet Deep Learning Framework Based on High-Dimensional Bilateral Grid for Edge Consistent Single Image Depth Estimation by Mansi Sharma et al
05-21-2021	Compositional Fine-Grained Low-Shot Learning by Dat Huynh et al
05-20-2021	Intra-Model Collaborative Learning of Neural Networks by Shijie Fang et al
05-20-2021	More Than Just Attention: Learning Cross-Modal Attentions with Contrastive Constraints by Yuxiao Chen et al
05-20-2021	AGSFCOS: Based on attention mechanism and Scale-Equalizing pyramid network of object detection by Li Wang et al
05-18-2021	Sparta: Spatially Attentive and Adversarially Robust Activation by Qing Guo et al
05-18-2021	Image Cropping on Twitter: Fairness Metrics, their Limitations, and the Importance of Representation, Design, and Agency by Kyra Yee et al
05-21-2021	LAPAR: Linearly-Assembled Pixel-Adaptive Regression Network for Single Image Super-Resolution and Beyond by Wenbo Li et al
05-19-2021	Endless Loops: Detecting and Animating Periodic Patterns in Still Images by Tavi Halperin et al
05-21-2021	Elliptical Ordinal Embedding by Aïssatou Diallo et al
05-21-2021	Visual representation of negation: Real world data analysis on comic image design by Yuri Sato et al
05-21-2021	Self-learning for weakly supervised Gleason grading of local patterns by Julio Silva-Rodríguez et al
05-19-2021	Recursive-NeRF: An Efficient and Dynamically Growing NeRF by Guo-Wei Yang et al
05-19-2021	An Orthogonal Classifier for Improving the Adversarial Robustness of Neural Networks by Cong Xu et al
05-18-2021	NExT-QA:Next Phase of Question-Answering to Explaining Temporal Actions by Junbin Xiao et al
05-19-2021	Light-weight Document Image Cleanup using Perceptual Loss by Soumyadeep Dey et al
05-19-2021	Anabranch Network for Camouflaged Object Segmentation by Trung-Nghia Le et al
05-21-2021	Safety Metrics for Semantic Segmentation in Autonomous Driving by Chih-Hong Cheng et al
05-21-2021	Generalisable and distinctive 3D local deep descriptors for point cloud registration by Fabio Poiesi et al
05-20-2021	POCFormer: A Lightweight Transformer Architecture for Detection of COVID-19 Using Point of Care Ultrasound by Shehan Perera et al
05-20-2021	Dense Reconstruction of Transparent Objects by Altering Incident Light Paths Through Refraction by Kai Han et al
05-20-2021	DPN-SENet:A self-attention mechanism neural network for detection and diagnosis of COVID-19 from chest x-ray images by Bo Cheng et al
05-19-2021	VTNet: Visual Transformer Network for Object Goal Navigation by Heming Du et al
05-19-2021	Superpixel-based Domain-Knowledge Infusion in Computer Vision by Gunjan Chhablani et al
05-18-2021	Analyzing the effectiveness of image augmentations for face recognition from limited data by Aleksei Zhuchkov
05-20-2021	Flexible Compositional Learning of Structured Visual Concepts by Yanli Zhou et al
05-20-2021	M4Depth: A motion-based approach for monocular depth estimation on video sequences by Michaël Fonder et al
05-19-2021	Tool- and Domain-Agnostic Parameterization of Style Transfer Effects Leveraging Pretrained Perceptual Metrics by Hiromu Yakura et al
05-20-2021	Face, Body, Voice: Video Person-Clustering with Multiple Modalities by Andrew Brown et al
05-19-2021	Localization and Tracking of User-Defined Points on Deformable Objects for Robotic Manipulation by Sven Dittus et al
05-20-2021	Uma implementa\c{c}\~ao do jogo Pedra, Papel e Tesoura utilizando Visao Computacional by Ezequiel França dos Santos et al
05-19-2021	Generative Adversarial Neural Architecture Search by Seyed Saeed Changiz Rezaei et al
05-21-2021	GSSF: A Generative Sequence Similarity Function based on a Seq2Seq model for clustering online handwritten mathematical answers by Huy Quang Ung et al
05-21-2021	ViPNAS: Efficient Video Pose Estimation via Neural Architecture Search by Lumin Xu et al
05-21-2021	Global Context for improving recognition of Online Handwritten Mathematical Expressions by Cuong Tuan Nguyen et al
05-21-2021	High Fidelity Fingerprint Generation: Quality, Uniqueness, and Privacy by Keivan Bahmani et al
05-18-2021	EchoCP: An Echocardiography Dataset in Contrast Transthoracic Echocardiography for Patent Foramen Ovale Diagnosis by Tianchen Wang et al
05-20-2021	An interpretable object detection based model for the diagnosis of neonatal lung diseases using Ultrasound images by Rodina Bassiouny et al
05-20-2021	Direct Simultaneous Multi-Image Registration by Zhehua Mao et al
05-20-2021	A Connected Component Labelling algorithm for multi-pixel per clock cycle video strea by Marcin Kowalczyk et al
05-21-2021	WeGleNet: A Weakly-Supervised Convolutional Neural Network for the Semantic Segmentation of Gleason Grades in Prostate Histology Images by Julio Silva-Rodríguez et al
05-18-2021	Self-Supervised Learning for Fine-Grained Visual Categorization by Muhammad Maaz et al
05-19-2021	Unsupervised Discriminative Learning of Sounds for Audio Event Classification by Sascha Hornauer et al
05-19-2021	Do We Really Need to Learn Representations from In-domain Data for Outlier Detection? by Zhisheng Xiao et al
05-19-2021	Local Aggressive Adversarial Attacks on 3D Point Cloud by Yiming Sun et al
05-20-2021	DeepAVO: Efficient Pose Refining with Feature Distilling for Deep Visual Odometry by Ran Zhu et al
05-21-2021	An Interpretable Approach to Automated Severity Scoring in Pelvic Trauma by Anna Zapaishchykova et al