2021.6.7 Vision papers

06-01-2021	Detecting Anomalies in Semantic Segmentation with Prototypes by Dario Fontanel et al
06-01-2021	Analysis of Vision-based Abnormal Red Blood Cell Classification by Annika Wong et al
06-01-2021	Comprehensive Validation of Automated Whole Body Skeletal Muscle, Adipose Tissue, and Bone Segmentation from 3D CT images for Body Composition Analysis: Towards Extended Body Composition by Da Ma et al
06-03-2021	Denoising and Optical and SAR Image Classifications Based on Feature Extraction and Sparse Representation by Battula Balnarsaiah et al
06-02-2021	Barbershop: GAN-based Image Compositing using Segmentation Masks by Peihao Zhu et al
06-02-2021	Deep Learning Based Analysis of Prostate Cancer from MP-MRI by Pedro C. Neto
06-03-2021	Effort-free Automated Skeletal Abnormality Detection of Rat Fetuses on Whole-body Micro-CT Scans by Akihiro Fukuda et al
06-01-2021	Hardness Sampling for Self-Training Based Transductive Zero-Shot Learning by Liu Bo et al
06-03-2021	Attention-Guided Supervised Contrastive Learning for Semantic Segmentation by Ho Hin Lee et al
06-01-2021	Hyperspectral Band Selection for Multispectral Image Classification with Convolutional Networks by Giorgio Morales et al
06-03-2021	Advances in Classifying the Stages of Diabetic Retinopathy Using Convolutional Neural Networks in Low Memory Edge Devices by Aditya Jyoti Paul
06-03-2021	Improving the Transferability of Adversarial Examples with New Iteration Framework and Input Dropout by Pengfei Xie et al
06-04-2021	DOCTOR: A Simple Method for Detecting Misclassification Errors by Federica Granese et al
06-04-2021	NMS-Loss: Learning with Non-Maximum Suppression for Crowded Pedestrian Detection by Zekun Luo et al
06-03-2021	CT-Net: Channel Tensorization Network for Video Classification by Kunchang Li et al
06-03-2021	Exploring Memorization in Adversarial Training by Yinpeng Dong et al
06-01-2021	Analysis of classifiers robust to noisy labels by Alex Díaz et al
06-01-2021	Deep Clustering Activation Maps for Emphysema Subtyping by Weiyi Xie et al
06-01-2021	Reconciliation of Statistical and Spatial Sparsity For Robust Image and Image-Set Classification by Hao Cheng et al
06-01-2021	3D WaveUNet: 3D Wavelet Integrated Encoder-Decoder Network for Neuron Segmentation by Qiufu Li et al
06-02-2021	Towards Unified Surgical Skill Assessment by Daochang Liu et al
06-03-2021	Partial Graph Reasoning for Neural Network Regularization by Tiange Xiang et al
06-04-2021	X-volution: On the unification of convolution and self-attention by Xuanhong Chen et al
06-04-2021	Visual Question Rewriting for Increasing Response Rate by Jiayi Wei et al
06-04-2021	Exploring Adversarial Learning for Deep Semi-Supervised Facial Action Unit Recognition by Shangfei Wang et al
06-03-2021	GMAIR: Unsupervised Object Detection Based on Spatial Attention and Gaussian Mixture by Weijin Zhu et al
06-03-2021	Transferable Adversarial Examples for Anchor Free Object Detection by Quanyu Liao et al
06-03-2021	Imperceptible Adversarial Examples for Fake Image Detection by Quanyu Liao et al
06-03-2021	Robust Learning via Persistency of Excitation by Kaustubh Sridhar et al
06-02-2021	DeepCompress: Efficient Point Cloud Geometry Compression by Ryan Killea et al
06-01-2021	nnDetection: A Self-configuring Method for Medical Object Detection by Michael Baumgartner et al
06-01-2021	Cleaning and Structuring the Label Space of the iMet Collection 2020 by Vivien Nguyen et al
06-03-2021	Machine Learning Based Texture Analysis of Patella from X-Rays for Detecting Patellofemoral Osteoarthritis by Neslihan Bayramoglu et al
06-01-2021	Dense Nested Attention Network for Infrared Small Target Detection by Boyang Li et al
06-01-2021	Volta at SemEval-2021 Task 6: Towards Detecting Persuasive Texts and Images using Textual and Multimodal Ensemble by Kshitij Gupta et al
06-01-2021	Predicting Vehicles Trajectories in Urban Scenarios with Transformer Networks and Augmented Information by A. Quintanar et al
06-01-2021	Adversarial VQA: A New Benchmark for Evaluating the Robustness of VQA Models by Linjie Li et al
06-04-2021	SOLQ: Segmenting Objects by Learning Queries by Bin Dong et al
06-03-2021	Single Image Depth Estimation using Wavelet Decomposition by Michaël Ramamonjisoa et al
06-04-2021	Controlling False Positive/Negative Rates for Deep-Learning-Based Prostate Cancer Detection on Multiparametric MR images by Zhe Min et al
06-03-2021	Multi-Scale Feature Aggregation by Cross-Scale Pixel-to-Region Relation Operation for Semantic Segmentation by Yechao Bai et al
06-02-2021	Container: Context Aggregation Network by Peng Gao et al
06-01-2021	RAI-Net: Range-Adaptive LiDAR Point Cloud Frame Interpolation Network by Lili Zhao et al
06-03-2021	NeRFactor: Neural Factorization of Shape and Reflectance Under an Unknown Illumination by Xiuming Zhang et al
06-01-2021	TransVOS: Video Object Segmentation with Transformers by Jianbiao Mei et al
06-04-2021	Glance-and-Gaze Vision Transformer by Qihang Yu et al
06-03-2021	CNNs and GANs in MRI-based cross-modality medical image estimation by Azin Shokraei Fard et al
06-02-2021	SMURF: SeMantic and linguistic UndeRstanding Fusion for Caption Evaluation via Typicality Analysis by Joshua Feinglass et al
06-04-2021	A New Gastric Histopathology Subsize Image Database (GasHisSDB) for Classification Algorithm Test: from Linear Regression to Visual Transformer by Weiming Hu et al
06-02-2021	Digital homotopy relations and digital homology theories by P. Christopher Staecker
06-01-2021	Full-Resolution Encoder-Decoder Networks with Multi-Scale Feature Fusion for Human Pose Estimation by Jie Ou et al
06-01-2021	TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classication by Zhuchen Shao et al
06-03-2021	APES: Audiovisual Person Search in Untrimmed Video by Juan Leon Alcazar et al
06-04-2021	Few-Shot Segmentation via Cycle-Consistent Transformer by Gengwei Zhang et al
06-03-2021	A Prospective Observational Study to Investigate Performance of a Chest X-ray Artificial Intelligence Diagnostic Support Tool Across 12 U.S. Hospitals by Ju Sun et al
06-03-2021	ProtoRes: Proto-Residual Architecture for Deep Modeling of Human Pose by Boris N. Oreshkin et al
06-01-2021	VA-GCN: A Vector Attention Graph Convolution Network for learning on Point Clouds by Haotian Hu et al
06-02-2021	The Semi-Supervised iNaturalist Challenge at the FGVC8 Workshop by Jong-Chyi Su et al
06-01-2021	DLA-Net: Learning Dual Local Attention Features for Semantic Segmentation of Large-Scale Building Facade Point Clouds by Yanfei Su et al
06-01-2021	Look Wide and Interpret Twice: Improving Performance on Interactive Instruction-following Tasks by Van-Quang Nguyen et al
06-01-2021	Semi-Supervised Domain Generalization with Stochastic StyleMatch by Kaiyang Zhou et al
06-01-2021	Learning Football Body-Orientation as a Matter of Classification by Adrià Arbués-Sangüesa et al
06-01-2021	Towards Efficient Cross-Modal Visual Textual Retrieval using Transformer-Encoder Deep Features by Nicola Messina et al
06-01-2021	What Can I Do Here? Learning New Skills by Imagining Visual Affordances by Alexander Khazatsky et al
06-02-2021	ImVoxelNet: Image to Voxels Projection for Monocular and Multi-View General-Purpose 3D Object Detection by Danila Rukhovich et al
06-02-2021	Online Coreset Selection for Rehearsal-based Continual Learning by Jaehong Yoon et al
06-01-2021	Prior-Enhanced Few-Shot Segmentation with Meta-Prototypes by Jian-Wei Zhang et al
06-04-2021	Ukiyo-e Analysis and Creativity with Attribute and Geometry Annotation by Yingtao Tian et al
06-02-2021	TSI: Temporal Saliency Integration for Video Action Recognition by Haisheng Su et al
06-01-2021	Exposing Previously Undetectable Faults in Deep Neural Networks by Isaac Dunn et al
06-04-2021	The Image Local Autoregressive Transformer by Chenjie Cao et al
06-02-2021	Spline Positional Encoding for Learning 3D Implicit Signed Distance Fields by Peng-Shuai Wang et al
06-04-2021	A Survey on Deep Domain Adaptation for LiDAR Perception by Larissa T. Triess et al
06-02-2021	Unsharp Mask Guided Filtering by Zenglin Shi et al
06-02-2021	Learning to Select: A Fully Attentive Approach for Novel Object Captioning by Marco Cagrandi et al
06-02-2021	One Representation to Rule Them All: Identifying Out-of-Support Examples in Few-shot Learning with Generic Representations by Henry Kvinge et al
06-01-2021	Self-supervised Lesion Change Detection and Localisation in Longitudinal Multiple Sclerosis Brain Imaging by Minh-Son To et al
06-01-2021	Consumer Image Quality Prediction using Recurrent Neural Networks for Spatial Pooling by Jari Korhonen et al
06-01-2021	Translational Symmetry-Aware Facade Parsing for 3D Building Reconstruction by Hantang Liu et al
06-03-2021	Generalized Domain Adaptation by Yu Mitsuzumi et al
06-03-2021	Learning High-Precision Bounding Box for Rotated Object Detection via Kullback-Leibler Divergence by Xue Yang et al
06-01-2021	EV-VGCNN: A Voxel Graph CNN for Event-based Object Classification by Yongjian Deng et al
06-01-2021	Natural Statistics of Network Activations and Implications for Knowledge Distillation by Michael Rotman et al
06-03-2021	Less is More: Sparse Sampling for Dense Reaction Predictions by Kezhou Lin et al
06-04-2021	Aligning Pretraining for Detection via Object-Level Contrastive Learning by Fangyun Wei et al
06-04-2021	Hybrid attention network based on progressive embedding scale-context for crowd counting by Fusen Wang et al
06-04-2021	Temporally coherent video anonymization through GAN inpainting by Thangapavithraa Balaji et al
06-01-2021	Fourier Space Losses for Efficient Perceptual Image Super-Resolution by Dario Fuoli et al
06-03-2021	Analysis of the robustness of NMF algorithms by Alex Díaz et al
06-03-2021	Anticipative Video Transformer by Rohit Girdhar et al
06-03-2021	DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification by Yongming Rao et al
06-04-2021	RoadMap: A Light-Weight Semantic Map for Visual Localization towards Autonomous Driving by Tong Qin et al
06-04-2021	Semantic Correspondence with Transformers by Seokju Cho et al
06-02-2021	When Vision Transformers Outperform ResNets without Pretraining or Strong Data Augmentations by Xiangning Chen et al
06-02-2021	SSMD: Semi-Supervised Medical Image Detection with Adaptive Consistency and Heterogeneous Perturbation by Hong-Yu Zhou et al
06-03-2021	Fine-Grained Visual Classification of Plant Species In The Wild: Object Detection as A Reinforced Means of Attention by Matthew R. Keaton et al

06-02-2021	NTIRE 2021 Challenge on High Dynamic Range Imaging: Dataset, Methods and Results by Eduardo Pérez-Pellitero et al
06-01-2021	A Novel Graph-Theoretic Deep Representation Learning Method for Multi-Label Remote Sensing Image Retrieval by Gencer Sumbul et al
06-01-2021	Adversarially Adaptive Normalization for Single Domain Generalization by Xinjie Fan et al
06-04-2021	A Deep Local and Global Scene-Graph Matching for Image-Text Retrieval by Manh-Duy Nguyen et al
06-01-2021	ViTA: Visual-Linguistic Translation by Aligning Object Tags by Kshitij Gupta et al
06-01-2021	Hybrid Deep Neural Network for Brachial Plexus Nerve Segmentation in Ultrasound Images by Juul P. A. van Boxtel et al
06-01-2021	Markov Localisation using Heatmap Regression and Deep Convolutional Odometry by Oscar Mendez et al
06-02-2021	Online and Real-Time Tracking in a Surveillance Scenario by Oliver Urbann et al
06-04-2021	Covering Polygons is Even Harder by Mikkel Abrahamsen
06-01-2021	Multi-task fully convolutional network for tree species mapping in dense forests using small training hyperspectral data by Laura Elena Cué La Rosa et al
06-04-2021	CAFLOW: Conditional Autoregressive Flows by Georgios Batzolis et al
06-03-2021	Laplacian-Based Dimensionality Reduction Including Spectral Clustering, Laplacian Eigenmap, Locality Preserving Projection, Graph Embedding, and Diffusion Map: Tutorial and Survey by Benyamin Ghojogh et al
06-02-2021	LLC: Accurate, Multi-purpose Learnt Low-dimensional Binary Codes by Aditya Kusupati et al
06-03-2021	Learning to Draw: Emergent Communication through Sketching by Daniela Mihai et al
06-01-2021	Independent Prototype Propagation for Zero-Shot Compositionality by Frank Ruis et al
06-04-2021	Light Field Networks: Neural Scene Representations with Single-Evaluation Rendering by Vincent Sitzmann et al
06-03-2021	Neural Actor: Neural Free-view Synthesis of Human Actors with Pose Control by Lingjie Liu et al
06-01-2021	Quantifying Predictive Uncertainty in Medical Image Analysis with Deep Kernel Learning by Zhiliang Wu et al
06-01-2021	Robust Mutual Learning for Semi-supervised Semantic Segmentation by Pan Zhang et al
06-04-2021	ADTrack: Target-Aware Dual Filter Learning for Real-Time Anti-Dark UAV Tracking by Bowen Li et al
06-03-2021	A Comparison for Anti-noise Robustness of Deep Learning Classification Methods on a Tiny Object Image Dataset: from Convolutional Neural Network to Visual Transformer and Performer by Ao Chen et al
06-03-2021	Convolutional Neural Network(CNN/ConvNet) in Stock Price Movement Prediction by Kunal Bhardwaj
06-01-2021	Semi-Supervised Disparity Estimation with Deep Feature Reconstruction by Julia Guerrero-Viu et al
06-02-2021	Benchmarking CNN on 3D Anatomical Brain MRI: Architectures, Data Augmentation and Deep Ensemble Learning by Benoit Dufumier et al
06-03-2021	Cross-Domain First Person Audio-Visual Action Recognition through Relative Norm Alignment by Mirco Planamente et al
06-01-2021	Exploring the Diversity and Invariance in Yourself for Visual Pre-Training Task by Longhui Wei et al
06-03-2021	History Encoding Representation Design for Human Intention Inference by Zhuo Xu et al
06-03-2021	Specular reflections removal in colposcopic images based on neural networks: Supervised training with no ground truth previous knowledge by Lauren Jimenez-Martin et al
06-03-2021	RL-DARTS: Differentiable Architecture Search for Reinforcement Learning by Yingjie Miao et al
06-03-2021	Grounding Complex Navigational Instructions Using Scene Graphs by Michiel de Jong et al
06-03-2021	You Never Cluster Alone by Yuming Shen et al
06-02-2021	Domain Adaptation for Facial Expression Classifier via Domain Discrimination and Gradient Reversal by Kamil Akhmetov
06-01-2021	Rotation Equivariant Feature Image Pyramid Network for Object Detection in Optical Remote Sensing Imagery by Pourya Shamsolmoali et al
06-01-2021	ICDAR 2021 Competition on On-Line Signature Verification by Ruben Tolosana et al
06-03-2021	Fast improvement of TEM image with low-dose electrons by deep learning by Hiroyasu Katsuno et al
06-02-2021	End-to-End Information Extraction by Character-Level Embedding and Multi-Stage Attentional U-Net by Tuan-Anh Nguyen Dang et al
06-04-2021	Improve the Interpretability of Attention: A Fast, Accurate, and Interpretable High-Resolution Attention Model by Tristan Gomez et al
06-02-2021	Semi-Supervised Semantic Segmentation with Cross Pseudo Supervision by Xiaokang Chen et al
06-03-2021	Pathology-Aware Generative Adversarial Networks for Medical Image Augmentation by Changhee Han
06-03-2021	Simultaneous Multi-View Object Recognition and Grasping in Open-Ended Domains by Hamidreza Kasaei et al
06-03-2021	Noisy Labels are Treasure: Mean-Teacher-Assisted Confident Learning for Hepatic Vessel Segmentation by Zhe Xu et al
06-01-2021	Separated-Spectral-Distribution Estimation Based on Bayesian Inference with Single RGB Camera by Yuma Kinoshita et al
06-03-2021	Self-Supervised Learning of Event-Based Optical Flow with Spiking Neural Networks by Federico Paredes-Vallés et al
06-03-2021	Robust Reference-based Super-Resolution via C2-Matching by Yuming Jiang et al
06-01-2021	Consistent Two-Flow Network for Tele-Registration of Point Clouds by Zihao Yan et al
06-02-2021	Towards Robust Classification Model by Counterfactual and Invariant Data Generation by Chun-Hao Chang et al
06-01-2021	COV-ECGNET: COVID-19 detection using ECG trace images with deep convolutional neural network by Tawsifur Rahman et al
06-02-2021	A Novel Edge Detection Operator for Identifying Buildings in Augmented Reality Applications by Ciprian Orhei et al
06-04-2021	AI Driven Road Maintenance Inspection by Ratnajit Mukherjee et al
06-03-2021	Embedded Deep Regularized Block HSIC Thermomics for Early Diagnosis of Breast Cancer by Bardia Yousefi et al
06-04-2021	BERT based sentiment analysis: A software engineering perspective by Himanshu Batra et al
06-04-2021	A Procedural World Generation Framework for Systematic Evaluation of Continual Learning by Timm Hess et al
06-02-2021	Feedback Network for Mutually Boosted Stereo Image Super-Resolution and Disparity Estimation by Qinyan Dai et al
06-04-2021	Subdivision-Based Mesh Convolution Networks by Shi-Min Hu et al
06-04-2021	Human-Adversarial Visual Question Answering by Sasha Sheng et al
06-03-2021	Robotic Inspection and 3D GPR-based Reconstruction for Underground Utilities by Jinglun Feng et al
06-02-2021	Data augmentation and pre-trained networks for extremely low data regimes unsupervised visual inspection by Pierre Gutierrez et al
06-01-2021	You Only Look at One Sequence: Rethinking Transformer in Vision through Object Detection by Yuxin Fang et al
06-02-2021	Deep Learning based Full-reference and No-reference Quality Assessment Models for Compressed UGC Videos by Wei Sun et al
06-02-2021	Rethinking Cross-modal Interaction from a Top-down Perspective for Referring Video Object Segmentation by Chen Liang et al
06-04-2021	Hallucination In Object Detection -- A Study In Visual Part Verification by Osman Semih Kayhan et al
06-02-2021	Not All Knowledge Is Created Equal by Ziyun Li et al
06-04-2021	SOUP-GAN: Super-Resolution MRI Using Generative Adversarial Networks by Kuan Zhang et al
06-04-2021	Pose and Semantic Map Based Probabilistic Forecast of Vulnerable Road Users Trajectories by Viktor Kress et al
06-04-2021	Self-Supervised Learning of Domain Invariant Features for Depth Estimation by Hiroyasu Akada et al
06-02-2021	Tips and Tricks to Improve CNN-based Chest X-ray Diagnosis: A Survey by Changhee Han et al
06-03-2021	E2E-VLP: End-to-End Vision-Language Pre-training Enhanced by Visual Learning by Haiyang Xu et al
06-02-2021	Prediction of the Position of External Markers Using a Recurrent Neural Network Trained With Unbiased Online Recurrent Optimization for Safe Lung Cancer Radiotherapy by Michel Pohl et al
06-01-2021	Refining the bounding volumes for lossless compression of voxelized point clouds geometry by Emre Can Kaya et al
06-04-2021	MASA-SR: Matching Acceleration and Spatial Adaptation for Reference-Based Image Super-Resolution by Liying Lu et al
06-01-2021	Incorporating Visual Layout Structures for Scientific Text Classification by Zejiang Shen et al
06-01-2021	Bootstrap Your Own Correspondences by Mohamed El Banani et al
06-04-2021	ASCNet: Self-supervised Video Representation Learning with Appearance-Speed Consistency by Deng Huang et al
06-04-2021	F-Drop&Match: GANs with a Dead Zone in the High-Frequency Domain by Shin'ya Yamaguchi et al
06-01-2021	Fidelity Estimation Improves Noisy-Image Classification with Pretrained Networks by Xiaoyu Lin et al
06-02-2021	Noise Doesnt Lie: Towards Universal Detection of Deep Inpainting by Ang Li et al
06-02-2021	Personalizing Pre-trained Models by Mina Khan et al
06-04-2021	Associating Objects with Transformers for Video Object Segmentation by Zongxin Yang et al
06-04-2021	MERLOT: Multimodal Neural Script Knowledge Models by Rowan Zellers et al
06-03-2021	Barcode Method for Generative Model Evaluation driven by Topological Data Analysis by Ryoungwoo Jang et al
06-01-2021	PanoDR: Spherical Panorama Diminished Reality for Indoor Scenes by V. Gkitsas et al
06-01-2021	Decoupling Shape and Density for Liver Lesion Synthesis Using Conditional Generative Adversarial Networks by Dario Augusto Borges Oliveira
06-02-2021	DFGC 2021: A DeepFake Game Competition by Bo Peng et al
06-04-2021	Tackling the Background Bias in Sparse Object Detection via Cropped Windows by Leon Amadeus Varga et al
06-03-2021	Towards urban scenes understanding through polarization cues by Marc Blanchon et al
06-01-2021	Markpainting: Adversarial Machine Learning meets Inpainting by David Khachaturov et al
06-03-2021	Semantic Palette: Guiding Scene Generation with Class Proportions by Guillaume Le Moing et al
06-02-2021	PDPGD: Primal-Dual Proximal Gradient Descent Adversarial Attack by Alexander Matyasko et al
06-02-2021	Deconfounded Video Moment Retrieval with Causal Intervention by Xun Yang et al
06-01-2021	Evaluating Recipes Generated from Functional Object-Oriented Network by Md Sadman Sakib et al
06-02-2021	Multiscale Domain Adaptive YOLO for Cross-Domain Object Detection by Mazin Hnewa et al