2021.8.9 Vision papers

08-05-2021	UPDesc: Unsupervised Point Descriptor Learning for Robust Registration by Lei Li et al
08-03-2021	Wavelet-Based Network For High Dynamic Range Imaging by Tianhong Dai et al
08-03-2021	Noise-Resistant Deep Metric Learning with Probabilistic Instance Filtering by Chang Liu et al
08-06-2021	Improving Contrastive Learning by Visualizing Feature Transformation by Rui Zhu et al
08-04-2021	Spartus: A 9.4 TOp/s FPGA-based LSTM Accelerator Exploiting Spatio-temporal Sparsity by Chang Gao et al
08-03-2021	Unsupervised Domain Adaptation for Retinal Vessel Segmentation with Adversarial Learning and Transfer Normalization by Wei Feng et al
08-04-2021	Towards Coherent Visual Storytelling with Ordered Image Attention by Tom Braude et al
08-04-2021	Enhancing Self-supervised Video Representation Learning via Multi-level Feature Optimization by Rui Qian et al
08-05-2021	Exploring Structure Consistency for Deep Model Watermarking by Jie Zhang et al
08-05-2021	Hybrid Reasoning Network for Video-based Commonsense Captioning by Weijiang Yu et al
08-05-2021	Dual Graph Convolutional Networks with Transformer and Curriculum Learning for Image Captioning by Xinzhi Dong et al
08-04-2021	MRI to PET Cross-Modality Translation using Globally and Locally Aware GAN (GLA-GAN) for Multi-Modal Diagnosis of Alzheimers Disease by Apoorva Sikka et al
08-04-2021	Learning to generate shape from global-local spectra by Marco Pegoraro et al
08-04-2021	Free Lunch for Co-Saliency Detection: Context Adjustment by Lingdong Kong et al
08-04-2021	Self-Supervised Learning of Depth and Ego-Motion from Video by Alternative Training and Geometric Constraints from 3D to 2D by Jiaojiao Fang et al
08-06-2021	Feature Detection for Hand Hygiene Stages by Rashmi Bakshi et al
08-03-2021	Adaptive Affinity Loss and Erroneous Pseudo-Label Refinement for Weakly Supervised Semantic Segmentation by Xiangrong Zhang et al
08-05-2021	SimpModeling: Sketching Implicit Field to Guide Mesh Modeling for 3D Animalmorphic Head Design by Zhongjin Luo et al
08-06-2021	ILVR: Conditioning Method for Denoising Diffusion Probabilistic Models by Jooyoung Choi et al
08-05-2021	Detailed Avatar Recovery from Single Image by Hao Zhu et al
08-06-2021	ELSED: Enhanced Line SEgment Drawing by Iago Suárez et al
08-05-2021	Fairness Properties of Face Recognition and Obfuscation Systems by Harrison Rosenberg et al
08-05-2021	Unifying Global-Local Representations in Salient Object Detection with Transformer by Sucheng Ren et al
08-06-2021	SELM: Siamese Extreme Learning Machine with Application to Face Biometrics by Wasu Kudisthalert et al
08-06-2021	AI-based Aortic Vessel Tree Segmentation for Cardiovascular Diseases Treatment: Status Quo by Yuan Jin et al
08-03-2021	Optimal Transport for Unsupervised Restoration Learning by Wei Wang et al
08-06-2021	Efficient and Generic Interactive Segmentation Framework to Correct Mispredictions during Clinical Evaluation of Medical Images by Bhavani Sambaturu et al
08-05-2021	M2IOSR: Maximal Mutual Information Open Set Recognition by Xin Sun et al
08-06-2021	Full-Duplex Strategy for Video Object Segmentation by Ge-Peng Ji et al
08-06-2021	Source-Free Domain Adaptation for Image Segmentation by Mathilde Bateson et al
08-06-2021	Adapting Segmentation Networks to New Domains by Disentangling Latent Representations by Francesco Barbato et al
08-04-2021	Cross-modality Discrepant Interaction Network for RGB-D Salient Object Detection by Chen Zhang et al
08-06-2021	Simpler is Better: Few-shot Semantic Segmentation with Classifier Weight Transformer by Zhihe lu et al
08-04-2021	A universal detector of CNN-generated images using properties of checkerboard artifacts in the frequency domain by Miki Tanaka et al
08-04-2021	Generic Neural Architecture Search via Regression by Yuhong Li et al
08-03-2021	Vision Transformer with Progressive Sampling by Xiaoyu Yue et al
08-03-2021	HyperColor: A HyperNetwork Approach for Synthesizing Auto-colored 3D Models for Game Scenes Population by Ivan Kostiuk et al
08-03-2021	Double-Dot Network for Antipodal Grasp Detection by Yao Wang et al
08-05-2021	ACE: Ally Complementary Experts for Solving Long-Tailed Recognition in One-Shot by Jiarui Cai et al
08-05-2021	TransRefer3D: Entity-and-Relation Aware Transformer for Fine-Grained 3D Visual Grounding by Dailan he et al
08-04-2021	Pervasive Hand Gesture Recognition for Smartphones using Non-audible Sound and Deep Learning by Ahmed Ibrahim et al
08-04-2021	Optimizing Latency for Online Video CaptioningUsing Audio-Visual Transformers by Chiori Hori et al
08-05-2021	Evaluating CLIP: Towards Characterization of Broader Capabilities and Downstream Implications by Sandhini Agarwal et al
08-03-2021	Skeleton Split Strategies for Spatial Temporal Graph Convolution Networks by Motasem S. Alsawadi et al
08-04-2021	Learning Compatible Embeddings by Qiang Meng et al
08-04-2021	Skeleton Cloud Colorization for Unsupervised 3D Action Representation Learning by Siyuan Yang et al
08-03-2021	Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer by Yifan Xu et al
08-06-2021	Learning Meta-class Memory for Few-Shot Semantic Segmentation by Zhonghua Wu et al
08-03-2021	Domain Adaptor Networks for Hyperspectral Image Recognition by Gustavo Perez et al
08-06-2021	Smooth Mesh Estimation from Depth Data using Non-Smooth Convex Optimization by Antoni Rosinol et al
08-03-2021	Solo-learn: A Library of Self-supervised Methods for Visual Representation Learning by Victor G. Turrisi da Costa et al
08-05-2021	SLAMP: Stochastic Latent Appearance and Motion Prediction by Adil Kaan Akan et al
08-05-2021	Webly Supervised Fine-Grained Recognition: Benchmark Datasets and An Approach by Zeren Sun et al
08-04-2021	Improving Aleatoric Uncertainty Quantification in Multi-Annotated Medical Image Segmentation with Normalizing Flows by M. M. A. Valiuddin et al
08-04-2021	Physics-based Noise Modeling for Extreme Low-light Photography by Kaixuan Wei et al
08-05-2021	MS-KD: Multi-Organ Segmentation with Multiple Binary-Labeled Datasets by Shixiang Feng et al
08-05-2021	Neural Twins Talk & Alternative Calculations by Zanyar Zohourianshahzadi et al
08-04-2021	Pattern Recognition in Vital Signs Using Spectrograms by Sidharth Srivatsav Sribhashyam et al
08-03-2021	Transfer Learning for Pose Estimation of Illustrated Characters by Shuhong Chen et al
08-03-2021	Robust Compressed Sensing MRI with Deep Generative Priors by Ajil Jalal et al
08-04-2021	Automatic hemisphere segmentation in rodent MRI with lesions by Juan Miguel Valverde et al
08-03-2021	Non-local Graph Convolutional Network for joint Activity Recognition and Motion Prediction by Dianhao Zhang et al
08-05-2021	UniCon: Unified Context Network for Robust Active Speaker Detection by Yuanhang Zhang et al
08-03-2021	Inference via Sparse Coding in a Hierarchical Vision Model by Joshua Bowren et al
08-06-2021	Evaluating Adversarial Attacks on Driving Safety in Vision-Based Autonomous Vehicles by Jindi Zhang et al
08-05-2021	Imperceptible Adversarial Examples by Spatial Chroma-Shift by Ayberk Aydin et al
08-03-2021	An Empirical Evaluation of End-to-End Polyphonic Optical Music Recognition by Sachinda Edirisooriya et al
08-05-2021	Object Wake-up: 3-D Object Reconstruction, Animation, and in-situ Rendering from a Single Image by Xinxin Zuo et al
08-04-2021	Semi-weakly Supervised Contrastive Representation Learning for Retinal Fundus Images by Boon Peng Yap et al
08-03-2021	From augmented microscopy to the topological transformer: a new approach in cell image analysis for Alzheimers research by Wooseok Jung
08-03-2021	Generalized Source-free Domain Adaptation by Shiqi Yang et al
08-03-2021	Domain Generalization via Gradient Surgery by Lucas Mansilla et al
08-05-2021	Ada-VSR: Adaptive Video Super-Resolution with Meta-Learning by Akash Gupta et al
08-05-2021	Elaborative Rehearsal for Zero-shot Action Recognition by Shizhe Chen et al
08-03-2021	AI Based Waste classifier with Thermo-Rapid Composting by Saswati kumari behera et al
08-04-2021	The Impact of Machine Learning on 2D/3D Registration for Image-guided Interventions: A Systematic Review and Perspective by Mathias Unberath et al
08-04-2021	Unsupervised Detection of Lung Nodules in Chest Radiography Using Generative Adversarial Networks by Nitish Bhatt et al
08-04-2021	Multi-Branch with Attention Network for Hand-Based Person Recognition by Nathanael L. Baisa et al
08-04-2021	Sensing Anomalies like Humans: A Hominine Framework to Detect Abnormal Events from Unlabeled Videos by Siqi Wang et al
08-03-2021	Predicting Popularity of Images Over 30 Days by Amartya Dutta et al
08-03-2021	Classifying action correctness in physical rehabilitation exercises by Alina Miron et al
08-05-2021	Visual Domain Adaptation for Monocular Depth Estimation on Resource-Constrained Hardware by Julia Hornauer et al
08-03-2021	Deep Rival Penalized Competitive Learning for Low-resolution Face Recognition by Peiying Li et al
08-03-2021	Toward Spatially Unbiased Generative Models by Jooyoung Choi et al
08-06-2021	Dual-Tuning: Joint Prototype Transfer and Structure Regularization for Compatible Feature Learning by Yan Bai et al
08-03-2021	SPG-VTON: Semantic Prediction Guidance for Multi-pose Virtual Try-on by Bingwen Hu et al
08-05-2021	Poison Ink: Robust and Invisible Backdoor Attack by Jie zhang et al
08-05-2021	MixLacune: Segmentation of lacunes of presumed vascular origin by Denis Kutnar et al
08-05-2021	MixMicrobleed: Multi-stage detection and segmentation of cerebral microbleeds by Marta Girones Sanguesa et al
08-04-2021	Adversarial learning of cancer tissue representations by Adalberto Claudio Quiros et al
08-04-2021	Terabyte-scale supervised 3D training and benchmarking dataset of the mouse kidney by Willy Kuo et al
08-06-2021	Reducing Spatial Labeling Redundancy for Semi-supervised Crowd Counting by Yongtuo Liu et al
08-05-2021	Tikhonov Regularization of Circle-Valued Signals by Laurent Condat
08-06-2021	Spatiotemporal Contrastive Learning of Facial Expressions in Videos by Shuvendu Roy et al
08-03-2021	Armour: Generalizable Compact Self-Attention for Vision Transformers by Lingchuan Meng
08-05-2021	Redesigning Fully Convolutional DenseUNets for Large Histopathology Images by Juan P. Vigueras-Guillén et al
08-04-2021	Recursive Fusion and Deformable Spatiotemporal Attention for Video Compression Artifact Reduction by Minyi Zhao et al
08-03-2021	Dynamic Feature Regularized Loss for Weakly Supervised Semantic Segmentation by Bingfeng Zhang et al

08-05-2021	DOLG: Single-Stage Image Retrieval with Deep Orthogonal Fusion of Local and Global Features by Min Yang et al
08-03-2021	Deep GAN-Based Cross-Spectral Cross-Resolution Iris Recognition by Moktari Mostofa et al
08-04-2021	Multi-Label Gold Asymmetric Loss Correction with Single-Label Regulators by Cosmin Octavian Pene et al
08-05-2021	Generalizable Mixed-Precision Quantization via Attribution Rank Preservation by Ziwei Wang et al
08-05-2021	Sketch Your Own GAN by Sheng-Yu Wang et al
08-05-2021	VoxelTrack: Multi-Person 3D Human Pose Estimation and Tracking in the Wild by Yifu Zhang et al
08-04-2021	Point Discriminative Learning for Unsupervised Representation Learning on 3D Point Clouds by Fayao Liu et al
08-03-2021	Triggering Failures: Out-Of-Distribution detection by learning from local adversarial attacks in Semantic Segmentation by Victor Besnier et al
08-05-2021	Object-Augmented RGB-D SLAM for Wide-Disparity Relocalisation by Yuhang Ming et al
08-05-2021	3DRIMR: 3D Reconstruction and Imaging via mmWave Radar based on Deep Learning by Yue Sun et al
08-06-2021	STR-GQN: Scene Representation and Rendering for Unknown Cameras Based on Spatial Transformation Routing by Wen-Cheng Chen et al
08-05-2021	StrucTexT: Structured Text Understanding with Multi-Modal Transformers by Yulin Li et al
08-03-2021	Combining Attention with Flow for Person Image Synthesis by Yurui Ren et al
08-06-2021	From Synthetic to Real: Image Dehazing Collaborating with Unlabeled Real Data by Ye Liu et al
08-06-2021	High-frequency shape recovery from shading by CNN and domain adaptation by Kodai Tokieda et al
08-05-2021	MFuseNet: Robust Depth Estimation with Learned Multiscopic Fusion by Weihao Yuan et al
08-03-2021	Region-wise Loss for Biomedical Image Segmentation by Juan Miguel Valverde et al
08-04-2021	Signature Verification using Geometrical Features and Artificial Neural Network Classifier by Anamika Jain et al
08-05-2021	Communicative Learning with Natural Gestures for Embodied Navigation Agents with Human-in-the-Scene by Qi Wu et al
08-05-2021	Attention-based fusion of semantic boundary and non-boundary information to improve semantic segmentation by Jefferson Fontinele et al
08-05-2021	Semi- and Self-Supervised Multi-View Fusion of 3D Microscopy Images using Generative Adversarial Networks by Canyu Yang et al
08-05-2021	Colorectal Polyp Classification from White-light Colonoscopy Images via Domain Alignment by Qin Wang et al
08-05-2021	A volumetric change detection framework using UAV oblique photogrammetry - A case study of ultra-high-resolution monitoring of progressive building collapse by Ningli Xu et al
08-06-2021	Dynamic Semantic Occupancy Mapping using 3D Scene Flow and Closed-Form Bayesian Inference by Aishwarya Unnikrishnan et al
08-03-2021	Cycle-Consistent Inverse GAN for Text-to-Image Synthesis by Hao Wang et al
08-03-2021	I3CL:Intra- and Inter-Instance Collaborative Learning for Arbitrary-shaped Scene Text Detection by Jian Ye et al
08-06-2021	Fine-grained Domain Adaptive Crowd Counting via Point-derived Segmentation by Yongtuo Liu et al
08-03-2021	Comparison of modern open-source visual SLAM approaches by Dinar Sharafutdinov et al
08-03-2021	Image Augmentation Using a Task Guided Generative Adversarial Network for Age Estimation on Brain MRI by Ruizhe Li et al
08-05-2021	A Data Augmented Approach to Transfer Learning for Covid-19 Detection by Shagufta Henna et al
08-05-2021	Disentangled Lifespan Face Synthesis by Sen He et al
08-04-2021	ICECAP: Information Concentrated Entity-aware Image Captioning by Anwen Hu et al
08-04-2021	Question-controlled Text-aware Image Captioning by Anwen Hu et al
08-04-2021	Pan-Cancer Integrative Histology-Genomic Analysis via Interpretable Multimodal Deep Learning by Richard J. Chen et al
08-05-2021	Global and Local Texture Randomization for Synthetic-to-Real Semantic Segmentation by Duo Peng et al
08-05-2021	A Low Rank Promoting Prior for Unsupervised Contrastive Learning by Yu Wang et al
08-04-2021	FPB: Feature Pyramid Branch for Person Re-Identification by Suofei Zhang et al
08-04-2021	PDE-GCN: Novel Architectures for Graph Neural Networks Motivated by Partial Differential Equations by Moshe Eliasof et al
08-03-2021	Neural Scene Decoration from a Single Photograph by Hong-Wing Pang et al
08-03-2021	An Effective Leaf Recognition Using Convolutional Neural Networks Based Features by Boi M. Quach et al
08-03-2021	Where do Models go Wrong? Parameter-Space Saliency Maps for Explainability by Roman Levin et al
08-05-2021	VinaFood21: A Novel Dataset for Evaluating Vietnamese Food Recognition by Thuan Trong Nguyen et al
08-03-2021	Uniform Sampling over Episode Difficulty by Sébastien M. R. Arnold et al
08-05-2021	Interpretable Visual Understanding with Cognitive Attention Network by Xuejiao Tang et al
08-04-2021	Boosting Few-shot Semantic Segmentation with Transformers by Guolei Sun et al
08-06-2021	Birds-Eye-View Panoptic Segmentation Using Monocular Frontal View Images by Nikhil Gosala et al
08-06-2021	GLASS: Geometric Latent Augmentation for Shape Spaces by Sanjeev Muralikrishnan et al
08-04-2021	Deep Portrait Lighting Enhancement with 3D Guidance by Fangzhou Han et al
08-06-2021	Lung Ultrasound Segmentation and Adaptation between COVID-19 and Community-Acquired Pneumonia by Harry Mason et al
08-05-2021	COVID-Net US: A Tailored, Highly Efficient, Self-Attention Deep Convolutional Neural Network Design for Detection of COVID-19 Patient Cases from Point-of-care Ultrasound Imaging by Alexander MacLean et al
08-04-2021	Internal Video Inpainting by Implicit Long-range Propagation by Hao Ouyang et al
08-03-2021	Del-Net: A Single-Stage Network for Mobile Camera ISP by Saumya Gupta et al
08-05-2021	Instance Similarity Learning for Unsupervised Feature Representation by Ziwei Wang et al
08-05-2021	Video Contrastive Learning with Global Context by Haofei Kuang et al
08-05-2021	Self-Supervised Learning from Unlabeled Fundus Photographs Improves Segmentation of the Retina by Jan Kukačka et al
08-05-2021	VisualTextRank: Unsupervised Graph-based Content Extraction for Automating Ad Text to Image Search by Shaunak Mishra et al
08-03-2021	Video Similarity and Alignment Learning on Partial Video Copy Detection by Zhen Han et al
08-05-2021	Security and Privacy Enhanced Gait Authentication with Random Representation Learning and Digital Lockers by Lam Tran et al
08-05-2021	Parallel Capsule Networks for Classification of White Blood Cells by Juan P. Vigueras-Guillén et al
08-05-2021	Unifying Nonlocal Blocks for Neural Networks by Lei Zhu et al
08-05-2021	Residual Attention: A Simple but Effective Method for Multi-Label Recognition by Ke Zhu et al
08-05-2021	Rotaflip: A New CNN Layer for Regularization and Rotational Invariance in Medical Images by Juan P. Vigueras-Guillén et al
08-05-2021	LSENet: Location and Seasonality Enhanced Network for Multi-Class Ocean Front Detection by Cui Xie et al
08-03-2021	Cross-Modal Analysis of Human Detection for Robotics: An Industrial Case Study by Timm Linder et al
08-03-2021	Boosting Weakly Supervised Object Detection via Learning Bounding Box Adjusters by Bowen Dong et al
08-05-2021	Structured Multi-modal Feature Embedding and Alignment for Image-Sentence Retrieval by Xuri Ge et al
08-05-2021	IDM: An Intermediate Domain Module for Domain Adaptive Person Re-ID by Yongxing Dai et al
08-06-2021	Few-shot Unsupervised Domain Adaptation with Image-to-class Sparse Similarity Encoding by Shengqi Huang et al
08-05-2021	Basis Scaling and Double Pruning for Efficient Transfer Learning by Ken C. L. Wong et al
08-03-2021	MixMicrobleedNet: segmentation of cerebral microbleeds using nnU-Net by Hugo J. Kuijf
08-03-2021	Weakly Supervised Foreground Learning for Weakly Supervised Localization and Detection by Chen-Lin Zhang et al
08-04-2021	Online Knowledge Distillation for Efficient Pose Estimation by Zheng Li et al
08-04-2021	Human-In-The-Loop Document Layout Analysis by Xingjiao Wu et al
08-06-2021	Contrastive Learning for View Classification of Echocardiograms by Agisilaos Chartsias et al
08-05-2021	Automatic Detection of Rail Components via A Deep Convolutional Transformer Network by Tiange Wang et al
08-04-2021	Specialize and Fuse: Pyramidal Output Representation for Semantic Segmentation by Chi-Wei Hsiao et al
08-05-2021	Adaptive Normalized Representation Learning for Generalizable Face Anti-Spoofing by Shubao Liu et al
08-05-2021	O2NA: An Object-Oriented Non-Autoregressive Approach for Controllable Video Captioning by Fenglin Liu et al
08-03-2021	RAIN: Reinforced Hybrid Attention Inference Network for Motion Forecasting by Jiachen Li et al
08-03-2021	Exploiting BERT For Multimodal Target Sentiment Classification Through Input Space Translation by Zaid Khan et al
08-05-2021	Fast Convergence of DETR with Spatially Modulated Co-Attention by Peng Gao et al
08-06-2021	Vision-Based Food Analysis for Automatic Dietary Assessment by Wei Wang et al
08-03-2021	OncoNet: Weakly Supervised Siamese Network to automate cancer treatment response assessment between longitudinal FDG PET/CT examinations by Anirudh Joshi et al
08-06-2021	TS4Net: Two-Stage Sample Selective Strategy for Rotating Object Detection by Kai Feng et al
08-05-2021	A Computer-Aided Diagnosis System for Breast Pathology: A Deep Learning Approach with Model Interpretability from Pathological Perspective by Wei-Wen Hsu et al
08-03-2021	On the Robustness of Domain Adaption to Adversarial Attacks by Liyuan Zhang et al
08-06-2021	AceNAS: Learning to Rank Ace Neural Architectures with Weak Supervision of Weight Sharing by Yuge Zhang et al
08-05-2021	RCA-IUnet: A residual cross-spatial attention guided inception U-Net model for tumor segmentation in breast ultrasound imaging by Narinder Singh Punn et al
08-06-2021	Deep Learning-based Biological Anatomical Landmark Detection in Colonoscopy Videos by Kaiwei Che et al
08-05-2021	Learning to Design and Construct Bridge without Blueprint by Yunfei Li et al
08-05-2021	Token Shift Transformer for Video Classification by Hao Zhang et al
08-04-2021	Dual-reference Training Data Acquisition and CNN Construction for Image Super-Resolution by Yanhui Guo et al
08-05-2021	Out-of-domain Generalization from a Single Source: A Uncertainty Quantification Approach by Xi Peng et al
08-03-2021	DuCN: Dual-children Network for Medical Diagnosis and Similar Case Recommendation towards COVID-19 by Chengtao Peng et al
08-03-2021	SphereFace2: Binary Classification is All You Need for Deep Face Recognition by Yandong Wen et al
08-03-2021	Two New Stenoses Detection Methods of Coronary Angiograms by Yaofang Liu et al
08-04-2021	Dynamic Relevance Learning for Few-Shot Object Detection by Weijie Liu et al
08-05-2021	Simultaneous Semantic and Collision Learning for 6-DoF Grasp Pose Estimation by Yiming Li et al
08-05-2021	Intelligent Railway Foreign Object Detection: A Semi-supervised Convolutional Autoencoder Based Method by Tiange Wang et al
08-05-2021	Video Abnormal Event Detection by Learning to Complete Visual Cloze Tests by Siqi Wang et al
08-04-2021	Hierarchical Aggregation for 3D Instance Segmentation by Shaoyu Chen et al
08-04-2021	dp-GAN : Alleviating Mode Collapse in GAN via Diversity Penalty Module by Sen Pei et al
08-04-2021	An Operator-Splitting Method for the Gaussian Curvature Regularization Model with Applications in Surface Smoothing and Imaging by Hao Liu et al
08-05-2021	Planning with Learned Dynamic Model for Unsupervised Point Cloud Registration by Haobo Jiang et al
08-06-2021	Fast and Accurate Low-Rank Tensor Completion Methods Based on QR Decomposition and L2,1L2,1 Norm Minimization by HongBing Zhang et al
08-06-2021	MmWave Radar and Vision Fusion based Object Detection for Autonomous Driving: A Survey by Zhiqing Wei et al
08-06-2021	Uncertainty-Based Dynamic Graph Neighborhoods For Medical Segmentation by Ufuk Demir et al