2022.5.23 Vision papers

05-17-2022	AvatarCLIP: Zero-Shot Text-Driven Generation and Animation of 3D Avatars by Fangzhou Hong et al
05-18-2022	Masked Autoencoders As Spatiotemporal Learners by Christoph Feichtenhofer et al
05-19-2022	Towards Unified Keyframe Propagation Models by Patrick Esser et al
05-17-2022	Disentangling Visual Embeddings for Attributes and Objects by Nirat Saini et al
05-18-2022	BodyMap: Learning Full-Body Dense Correspondence Map by Anastasia Ianina et al
05-17-2022	Self-supervised Neural Articulated Shape and Appearance Models by Fangyin Wei et al
05-19-2022	Robust and Efficient Medical Imaging with Self-Supervision by Shekoofeh Azizi et al
05-19-2022	Oracle-MNIST: a Realistic Image Dataset for Benchmarking Machine Learning Algorithms by Mei Wang et al
05-19-2022	TRT-ViT: TensorRT-oriented Vision Transformer by Xin Xia et al
05-17-2022	Planning to Practice: Efficient Online Fine-Tuning by Composing Goals in Latent Space by Kuan Fang et al
05-17-2022	MATrIX -- Modality-Aware Transformer for Information eXtraction by Thomas Delteil et al
05-18-2022	Training Vision-Language Transformers from Captions Alone by Liangke Gui et al
05-17-2022	A CLIP-Hitchhikers Guide to Long Video Retrieval by Max Bain et al
05-18-2022	LeRaC: Learning Rate Curriculum by Florinel-Alin Croitoru et al
05-17-2022	Unraveling Attention via Convex Duality: Analysis and Interpretations of Vision Transformers by Arda Sahiner et al
05-19-2022	Physically-Based Editing of Indoor Scene Lighting from a Single Image by Zhengqin Li et al
05-19-2022	Lets Talk! Striking Up Conversations via Conversational Visual Question Generation by Shih-Han Chan et al
05-18-2022	On the Limits of Evaluating Embodied Agent Model Generalization Using Validation Sets by Hyounghun Kim et al
05-17-2022	Dark Solitons in Bose-Einstein Condensates: A Dataset for Many-body Physics Research by Amilson R. Fritsch et al
05-18-2022	MESH2IR: Neural Acoustic Impulse Response Generator for Complex 3D Scenes by Anton Ratnarajah et al
05-19-2022	Voxel-informed Language Grounding by Rodolfo Corona et al
05-20-2022	Self-Supervised Depth Estimation with Isometric-Self-Sample-Based Learning by Geonho Cha et al
05-19-2022	Domain Enhanced Arbitrary Image Style Transfer via Contrastive Learning by Yuxin Zhang et al
05-20-2022	Pre-Train Your Loss: Easy Bayesian Transfer Learning with Informative Priors by Ravid Shwartz-Ziv et al
05-19-2022	HandoverSim: A Simulation Framework and Benchmark for Human-to-Robot Object Handovers by Yu-Wei Chao et al
05-17-2022	Gender and Racial Bias in Visual Question Answering Datasets by Yusuke Hirota et al
05-19-2022	Masked Conditional Video Diffusion for Prediction, Generation, and Interpolation by Vikram Voleti et al
05-17-2022	Dimensionality Reduced Training by Pruning and Freezing Parts of a Deep Neural Network, a Survey by Paul Wimmer et al
05-19-2022	Image Augmentation Based Momentum Memory Intrinsic Reward for Sparse Reward Visual Scenes by Zheng Fang et al
05-17-2022	Do Neural Networks Compress Manifolds Optimally? by Sourbh Bhadane et al
05-17-2022	CellTypeGraph: A New Geometric Computer Vision Benchmark by Lorenzo Cerrone et al
05-17-2022	Deep learning on rail profiles matching by Kunqi Wang
05-17-2022	Hyperparameter Optimization with Neural Network Pruning by Kangil Lee et al
05-19-2022	Beyond Greedy Search: Tracking by Multi-Agent Reinforcement Learning-based Beam Search by Xiao Wang et al
05-19-2022	Bi-LSTM Scoring Based Similarity Measurement with Agglomerative Hierarchical Clustering (AHC) for Speaker Diarization by Siddharth S. Nijhawan et al
05-18-2022	TTAPS: Test-Time Adaption by Aligning Prototypes using Self-Supervision by Alexander Bartler et al
05-18-2022	Deep-learned orthogonal basis patterns for fast, noise-robust single-pixel imaging by Ritz Ann Aguilar et al
05-18-2022	COVID-Net UV: An End-to-End Spatio-Temporal Deep Neural Network Architecture for Automated Diagnosis of COVID-19 Infection from Ultrasound Videos by Hilda Azimi et al
05-18-2022	Computing the ensemble spread from deterministic weather predictions using conditional generative adversarial networks by Rüdiger Brecht et al
05-18-2022	Deep Features for CBIR with Scarce Data using Hebbian Learning by Gabriele Lagani et al
05-18-2022	Scalable Multi-view Clustering with Graph Filtering by Liang Liu et al
05-17-2022	Brachial Plexus Nerve Trunk Segmentation Using Deep Learning: A Comparative Study with Doctors Manual Segmentation by Yu Wang et al
05-18-2022	Cross-subject Action Unit Detection with Meta Learning and Transformer-based Relation Modeling by Jiyuan Cao et al
05-18-2022	It Isnt Sh!tposting, Its My CAT Posting by Parthsarthi Rawat et al
05-18-2022	Transformer based multiple instance learning for weakly supervised histopathology image segmentation by Ziniu Qian et al
05-19-2022	k-strip: A novel segmentation algorithm in k-space for the application of skull stripping by Moritz Rempe et al
05-19-2022	Diverse Weight Averaging for Out-of-Distribution Generalization by Alexandre Rame et al
05-17-2022	Vision Transformer Adapter for Dense Predictions by Zhe Chen et al
05-19-2022	Discovering Dynamic Functional Brain Networks via Spatial and Channel-wise Attention by Yiheng Liu et al
05-18-2022	Large Neural Networks Learning from Scratch with Very Few Data and without Regularization by Christoph Linse et al
05-18-2022	Pluralistic Image Completion with Probabilistic Mixture-of-Experts by Xiaobo Xia et al
05-18-2022	Visual Attention-based Self-supervised Absolute Depth Estimation using Geometric Priors in Autonomous Driving by Jie Xiang et al
05-17-2022	blob loss: instance imbalance aware loss functions for semantic segmentation by Florian Kofler et al
05-19-2022	Semi-Supervised Learning for Image Classification using Compact Networks in the BioMedical Context by Adrián Inés et al
05-17-2022	SemiCurv: Semi-Supervised Curvilinear Structure Segmentation by Xun Xu et al
05-18-2022	Remote Sensing Novel View Synthesis with Implicit Multiplane Representations by Yongchang Wu et al
05-18-2022	Global Contrast Masked Autoencoders Are Powerful Pathological Representation Learners by Hao Quan et al
05-18-2022	Constraining the Attack Space of Machine Learning Models with Distribution Clamping Preprocessing by Ryan Feng et al
05-17-2022	K-textures, a self supervised hard clustering deep learning algorithm for satellite images segmentation by Fabien H. Wagner et al
05-17-2022	Conditional Visual Servoing for Multi-Step Tasks by Sergio Izquierdo et al
05-20-2022	UViM: A Unified Modeling Approach for Vision with Learned Guiding Codes by Alexander Kolesnikov et al
05-19-2022	Focused Adversarial Attacks by Thomas Cilloni et al
05-18-2022	Sparse MDOD: Training End-to-End Multi-Object Detector without Bipartite Matching by Jaeyoung Yoo et al
05-19-2022	Estimating the ultrasound attenuation coefficient using convolutional neural networks -- a feasibility study by Piotr Jarosik et al
05-18-2022	Validation of a photogrammetric approach for the study of ancient bowed instruments by Philémon Beghin et al
05-17-2022	Uncertainty-based Network for Few-shot Image Classification by Minglei Yuan et al
05-17-2022	UnPWC-SVDLO: Multi-SVD on PointPWC for Unsupervised Lidar Odometry by Yiming Tu
05-18-2022	Passive Defense Against 3D Adversarial Point Clouds Through the Lens of 3D Steganalysis by Jiahao Zhu
05-17-2022	Computerized Tomography Pulmonary Angiography Image Simulation using Cycle Generative Adversarial Network from Chest CT imaging in Pulmonary Embolism Patients by Chia-Hung Yang et al
05-19-2022	BabyNet: Residual Transformer Module for Birth Weight Prediction on Fetal Ultrasound Video by Szymon Płotka et al
05-19-2022	A Topological Approach for Semi-Supervised Learning by Adrián Inés et al
05-19-2022	CLCNet: Rethinking of Ensemble Modeling with Classification Confidence Network by Yao-Ching Yu et al
05-18-2022	RandomMix: A mixed sample data augmentation method with multiple mixed modes by Xiaoliang Liu et al
05-17-2022	Learnable Optimal Sequential Grouping for Video Scene Detection by Daniel Rotman et al
05-17-2022	Pairwise Comparison Network for Remote Sensing Scene Classification by Zhang Yue et al
05-18-2022	Speckle Image Restoration without Clean Data by Tsung-Ming Tai et al
05-18-2022	Bayesian Convolutional Neural Networks for Limited Data Hyperspectral Remote Sensing Image Classification by Mohammad Joshaghani et al
05-19-2022	BEVerse: Unified Perception and Prediction in Birds-Eye-View for Vision-Centric Autonomous Driving by Yunpeng Zhang et al
05-20-2022	Learning Task-relevant Representations for Generalization via Characteristic Functions of Reward Sequence Distributions by Rui Yang et al
05-17-2022	DynPL-SVO: A New Method Using Point and Line Features for Stereo Visual Odometry in Dynamic Scenes by Xiaoguang Ma et al
05-17-2022	Self-Supervised Learning of Multi-Object Keypoints for Robotic Manipulation by Jan Ole von Hartz et al
05-18-2022	3D Segmentation Guided Style-based Generative Adversarial Networks for PET Synthesis by Yang Zhou et al
05-17-2022	Region-Aware Metric Learning for Open World Semantic Segmentation via Meta-Channel Aggregation by Hexin Dong et al
05-18-2022	VRAG: Region Attention Graphs for Content-Based Video Retrieval by Kennard Ng et al
05-17-2022	Learning Monocular Depth Estimation via Selective Distillation of Stereo Knowledge by Kyeongseob Song et al
05-17-2022	Using artificial intelligence to detect chest X-rays with no significant findings in a primary health care setting in Oulu, Finland by Tommi Keski-Filppula et al
05-19-2022	Unconventional Visual Sensors for Autonomous Vehicles by You Li et al
05-17-2022	Application of Graph Based Features in Computer Aided Diagnosis for Histopathological Image Classification of Gastric Cancer by Haiqing Zhang et al
05-19-2022	EXACT: How to Train Your Accuracy by Ivan Karpukhin et al
05-18-2022	Anomaly detection using prediction error with Spatio-Temporal Convolutional LSTM by Hanh Thi Minh Tran et al
05-18-2022	PhoCaL: A Multi-Modal Dataset for Category-Level Object Pose Estimation with Photometrically Challenging Objects by Pengyuan Wang et al
05-18-2022	Financial Time Series Data Augmentation with Generative Adversarial Networks and Extended Intertemporal Return Plots by Justin Hellermann et al
05-18-2022	Empirical Advocacy of Bio-inspired Models for Robust Image Recognition by Harshitha Machiraju et al
05-18-2022	Positional Information is All You Need: A Novel Pipeline for Self-Supervised SVDE from Videos by Juan Luis Gonzalez Bello et al
05-18-2022	Free Lunch for Surgical Video Understanding by Distilling Self-Supervisions by Xinpeng Ding et al
05-19-2022	Diversity Matters: Fully Exploiting Depth Clues for Reliable Monocular 3D Object Detection by Zhuoling Li et al
05-17-2022	CAS-Net: Conditional Atlas Generation and Brain Segmentation for Fetal MRI by Liu Li et al
05-19-2022	On Demographic Bias in Fingerprint Recognition by Akash Godbole et al
05-20-2022	Kernel Normalized Convolutional Networks by Reza Nasirigerdeh et al
05-20-2022	Swapping Semantic Contents for Mixing Images by Rémy Sun et al
05-19-2022	CORPS: Cost-free Rigorous Pseudo-labeling based on Similarity-ranking for Brain MRI Segmentation by Can Taylan Sari et al
05-19-2022	A Sub-pixel Accurate Quantification of Joint Space Narrowing Progression in Rheumatoid Arthritis by Yafei Ou et al
05-17-2022	Semi-Supervised Building Footprint Generation with Feature and Output Consistency Training by Qingyu Li et al
05-20-2022	Towards the Generation of Synthetic Images of Palm Vein Patterns: A Review by Edwin H. Salazar-Jurado et al
05-17-2022	A Linear Comb Filter for Event Flicker Removal by Ziwei Wang et al
05-17-2022	Efficient Stereo Depth Estimation for Pseudo LiDAR: A Self-Supervised Approach Based on Multi-Input ResNet Encoder by Sabir Hossain et al
05-19-2022	A Comparative Study of Feature Expansion Unit for 3D Point Cloud Upsampling by Qiang Li et al
05-18-2022	Support-set based Multi-modal Representation Enhancement for Video Captioning by Xiaoya Chen et al
05-17-2022	Unified Interactive Image Matting by Stephen. D. H Yang et al
05-17-2022	GraphMapper: Efficient Visual Navigation by Scene Graph Generation by Zachary Seymour et al
05-19-2022	On Trace of PGD-Like Adversarial Attacks by Mo Zhou et al
05-19-2022	A graph-transformer for whole slide image classification by Yi Zheng et al
05-18-2022	Trading Positional Complexity vs. Deepness in Coordinate Networks by Jianqiao Zheng et al
05-20-2022	The developmental trajectory of object recognition robustness: children are like small adults but unlike big deep neural networks by Lukas S. Huber et al
05-17-2022	Exploring the Adjugate Matrix Approach to Quaternion Pose Extraction by Andrew J. Hanson et al
05-18-2022	A lightweight multi-scale context network for salient object detection in optical remote sensing images by Yuhan Lin et al
05-19-2022	Plane Geometry Diagram Parsing by Ming-Liang Zhang et al
05-17-2022	ColonFormer: An Efficient Transformer based Method for Colon Polyp Segmentation by Nguyen Thanh Duc et al
05-17-2022	Semantically Accurate Super-Resolution Generative Adversarial Networks by Tristan Frizza et al
05-20-2022	A Demographic Attribute Guided Approach to Age Estimation by Zhicheng Cao et al
05-19-2022	Transferable Physical Attack against Object Detection with Separable Attention by Yu Zhang et al
05-20-2022	Diverse super-resolution with pretrained deep hiererarchical VAEs by Jean Prost et al
05-17-2022	HoVer-Trans: Anatomy-aware HoVer-Transformer for ROI-free Breast Cancer Diagnosis in Ultrasound Images by Yuhao Mo et al
05-20-2022	B-cos Networks: Alignment is All We Need for Interpretability by Moritz Böhle et al
05-19-2022	Mip-NeRF RGB-D: Depth Assisted Fast Neural Radiance Fields by Arnab Dey et al
05-19-2022	Enhancing the Transferability of Adversarial Examples via a Few Queries by Xiangyuan Yang et al
05-19-2022	Light In The Black: An Evaluation of Data Augmentation Techniques for COVID-19 CTs Semantic Segmentation by Bruno A. Krinski et al
05-18-2022	3DConvCaps: 3DUnet with Convolutional Capsule Encoder for Medical Image Segmentation by Minh Tran et al
05-20-2022	How to Guide Adaptive Depth Sampling? by Ilya Tcenov et al
05-20-2022	Few-Shot Font Generation by Learning Fine-Grained Local Styles by Licheng Tang et al
05-20-2022	E-Scooter Rider Detection and Classification in Dense Urban Environments by Shane Gilroy et al
05-20-2022	Test-time Batch Normalization by Tao Yang et al
05-19-2022	Cross-Enhancement Transformer for Action Segmentation by Jiahui Wang et al
05-17-2022	RARITYNet: Rarity Guided Affective Emotion Learning Framework by Monu Verma et al
05-17-2022	Label-Efficient Self-Supervised Federated Learning for Tackling Data Heterogeneity in Medical Imaging by Rui Yan et al
05-20-2022	Visual Concepts Tokenization by Tao Yang et al
05-19-2022	PYSKL: Towards Good Practices for Skeleton Action Recognition by Haodong Duan et al
05-17-2022	Text Detection & Recognition in the Wild for Robot Localization by Zobeir Raisi et al

05-19-2022	VNT-Net: Rotational Invariant Vector Neuron Transformers by Hedi Zisling et al
05-17-2022	Towards Robust Low Light Image Enhancement by Sara Aghajanzadeh et al
05-20-2022	Degradation-Aware Unfolding Half-Shuffle Transformer for Spectral Compressive Imaging by Yuanhao Cai et al
05-17-2022	Unsupervised Segmentation in Real-World Images via Spelke Object Inference by Honglin Chen et al
05-20-2022	Self-supervised 3D anatomy segmentation using self-distilled masked image transformer (SMIT) by Jue Jiang et al
05-19-2022	Learning Feature Fusion for Unsupervised Domain Adaptive Person Re-identification by Jin Ding et al
05-20-2022	Constructive Interpretability with CoLabel: Corroborative Integration, Complementary Features, and Collaborative Learning by Abhijit Suprem et al
05-20-2022	Efficient visual object representation using a biologically plausible spike-latency code and winner-take-all inhibition by Melani Sanchez-Garcia et al
05-20-2022	UCC: Uncertainty guided Cross-head Co-training for Semi-Supervised Semantic Segmentation by Jiashuo Fan et al
05-19-2022	UIF: An Objective Quality Assessment for Underwater Image Enhancement by Yannan Zheng et al
05-20-2022	Unintended memorisation of unique features in neural networks by John Hartley et al
05-20-2022	Analysis of Co-Laughter Gesture Relationship on RGB videos in Dyadic Conversation Contex by Hugo Bohy et al
05-17-2022	Detection Masking for Improved OCR on Noisy Documents by Daniel Rotman et al
05-19-2022	Masked Image Modeling with Denoising Contrast by Kun Yi et al
05-19-2022	A Peek at Peak Emotion Recognition by Tzvi Michelson et al
05-20-2022	Learning to Count Anything: Reference-less Class-agnostic Counting with Weak Supervision by Michael Hobley et al
05-20-2022	Structured Attention Composition for Temporal Action Localization by Le Yang et al
05-20-2022	Advanced Feature Learning on Point Clouds using Multi-resolution Features and Learnable Pooling by Kevin Tirta Wijaya et al
05-20-2022	Mask-guided Vision Transformer (MG-ViT) for Few-Shot Learning by Yuzhong Chen et al
05-20-2022	People Tracking and Re-Identifying in Distributed Contexts: Extension of PoseTReID by Ratha Siv et al
05-20-2022	Unsupervised Flow-Aligned Sequence-to-Sequence Learning for Video Restoration by Jing Lin et al
05-17-2022	Privacy Preserving Image Registration by Riccardo Taiello et al
05-19-2022	Hyperspectral Unmixing Based on Nonnegative Matrix Factorization: A Comprehensive Review by Xin-Ru Feng et al
05-19-2022	Clustering as Attention: Unified Image Segmentation with Hierarchical Clustering by Teppei Suzuki
05-17-2022	MulT: An End-to-End Multitask Learning Transformer by Deblina Bhattacharjee et al
05-19-2022	Identifying outliers in astronomical images with unsupervised machine learning by Yang Han et al
05-19-2022	Label-invariant Augmentation for Semi-Supervised Graph Classification by Han Yue et al
05-20-2022	Emergence of Double-slit Interference by Representing Visual Space in Artificial Neural Networks by Xiuxiu Bai et al
05-19-2022	PGDP5K: A Diagram Parsing Dataset for Plane Geometry Problems by Yihan Hao et al
05-20-2022	MSTRIQ: No Reference Image Quality Assessment Based on Swin Transformer with Multi-Stage Fusion by Jing Wang et al
05-20-2022	Uniform Masking: Enabling MAE Pre-training for Pyramid-based Vision Transformers with Locality by Xiang Li et al
05-20-2022	Enriching StyleGAN with Illumination Physics by Anand Bhattad et al
05-20-2022	InDistill: Transferring Knowledge From Pruned Intermediate Layers by Ioannis Sarridis et al
05-20-2022	Reliability-based Mesh-to-Grid Image Reconstruction by Ján Koloda et al
05-20-2022	Action parsing using context features by Nagita Mehrseresht
05-20-2022	A Novel Underwater Image Enhancement and Improved Underwater Biological Detection Pipeline by Zheng Liu et al
05-20-2022	Contrastive Learning with Cross-Modal Knowledge Mining for Multimodal Human Activity Recognition by Razvan Brinzea et al
05-20-2022	Assessing Demographic Bias Transfer from Dataset to Model: A Case Study in Facial Expression Recognition by Iris Dominguez-Catena et al
05-19-2022	Deep transfer learning for image classification: a survey by Jo Plested et al
05-20-2022	Salient Skin Lesion Segmentation via Dilated Scale-Wise Feature Fusion Network by Pourya Shamsolmoali et al
05-20-2022	Compression ensembles quantify aesthetic complexity and the evolution of visual art by Andres Karjus et al
05-19-2022	Integral Migrating Pre-trained Transformer Encoder-decoders for Visual Object Detection by Xiaosong Zhang et al
05-19-2022	Beyond Labels: Visual Representations for Bone Marrow Cell Morphology Recognition by Shayan Fazeli et al
05-19-2022	Subcellular Protein Localisation in the Human Protein Atlas using Ensembles of Diverse Deep Architectures by Syed Sameed Husain et al
05-19-2022	Real Time Multi-Object Detection for Helmet Safety by Mrinal Mathur et al
05-19-2022	Human Gender Prediction Based on Deep Transfer Learning from Panoramic Radiograph Images by I. Atas
05-19-2022	Unsupervised Learning of Depth, Camera Pose and Optical Flow from Monocular Video by Dipan Mandal et al
05-17-2022	User Localization using RF Sensing: A Performance comparison between LIS and mmWave Radars by Cristian J. Vaca-Rubio et al
05-19-2022	Generation of Artificial CT Images using Patch-based Conditional Generative Adversarial Networks by Marija Habijan et al