2021.10.4 Vision papers

09-30-2021	Noise2Recon: A Semi-Supervised Framework for Joint MRI Reconstruction and Denoising by Arjun D Desai et al
10-01-2021	Beyond Neighbourhood-Preserving Transformations for Quantization-Based Unsupervised Hashing by Sobhan Hemati et al
09-29-2021	Three-Stream 3D/1D CNN for Fine-Grained Action Classification and Segmentation in Table Tennis by Pierre-Etienne Martin et al
09-28-2021	SafetyNet: Safe planning for real-world self-driving vehicles using machine-learned policies by Matt Vitelli et al
09-28-2021	Real-Time Glaucoma Detection from Digital Fundus Images using Self-ONNs by Ozer Can Devecioglu et al
09-28-2021	VideoCLIP: Contrastive Pre-training for Zero-shot Video-Text Understanding by Hu Xu et al
09-28-2021	TSAMT: Time-Series-Analysis-based Motion Transfer among Multiple Cameras by Yaping Zhao et al
09-28-2021	Semantic Communications With AI Tasks by Yang Yang et al
09-29-2021	Infrared Small-Dim Target Detection with Transformer under Complex Backgrounds by Fangcen Liu et al
09-30-2021	Learning Multi-Site Harmonization of Magnetic Resonance Images Without Traveling Human Phantoms by Siyuan Liu et al
09-29-2021	Programmable Spectral Filter Arrays for Hyperspectral Imaging by Aswin C. Sankaranarayanan et al
10-01-2021	Mask or Non-Mask? Robust Face Mask Detector via Triplet-Consistency Representation Learning by Chun-Wei Yang et al
09-30-2021	Augmented reality navigation system for visual prosthesis by Melani Sanchez-Garcia et al
09-30-2021	Comparative Validation of Machine Learning Algorithms for Surgical Workflow and Skill Analysis with the HeiChole Benchmark by Martin Wagner et al
10-01-2021	Data-Efficient Instance Segmentation with a Single GPU by Pengyu Chen et al
10-01-2021	TEACh: Task-driven Embodied Agents that Chat by Aishwarya Padmakumar et al
09-29-2021	A Prior Knowledge Based Tumor and Tumoral Subregion Segmentation Tool for Pediatric Brain Tumors by Silu Zhang et al
10-01-2021	Calibrating Concepts and Operations: Towards Symbolic Reasoning on Real Images by Zhuowan Li et al
09-29-2021	Can phones, syllables, and words emerge as side-products of cross-situational audiovisual learning? -- A computational investigation by Khazar Khorrami et al
09-30-2021	You Cannot Easily Catch Me: A Low-Detectable Adversarial Patch for Object Detectors by Zijian Zhu et al
09-30-2021	CoSeg: Cognitively Inspired Unsupervised Generic Event Segmentation by Xiao Wang et al
09-29-2021	Robust Temporal Ensembling for Learning with Noisy Labels by Abel Brown et al
09-28-2021	Modelling Neighbor Relation in Joint Space-Time Graph for Video Correspondence Learning by Zixu Zhao et al
09-30-2021	Unsupervised Domain Adaptation for LiDAR Panoptic Segmentation by Borna Bešić et al
09-30-2021	Bend-Net: Bending Loss Regularized Multitask Learning Network for Nuclei Segmentation in Histopathology Images by Haotian Wang et al
09-29-2021	Improvising the Learning of Neural Networks on Hyperspherical Manifold by Lalith Bharadwaj Baru et al
09-29-2021	REFLACX, a dataset of reports and eye-tracking data for localization of abnormalities in chest x-rays by Ricardo Bigolin Lanfredi et al
09-30-2021	Learning to Predict Trustworthiness with Steep Slope Loss by Yan Luo et al
09-28-2021	A framework for quantitative analysis of Computed Tomography images of viral pneumonitis: radiomic features in COVID and non-COVID patients by Giulia Zorzi et al
10-01-2021	Improving Object Permanence using Agent Actions and Reasoning by Ying Siu Liang et al
10-01-2021	Consistent Explanations by Contrastive Learning by Vipin Pillai et al
09-29-2021	Neural Knitworks: Patched Neural Implicit Representation Networks by Mikolaj Czerkawski et al
10-01-2021	Unsupervised Motion Representation Learning with Capsule Autoencoders by Ziwei Xu et al
10-01-2021	Do Self-Supervised and Supervised Methods Learn Similar Visual Representations? by Tom George Grigg et al
09-30-2021	Revisiting Point Cloud Simplification: A Learnable Feature Preserving Approach by Rolandos Alexandros Potamias et al
09-28-2021	StereoSpike: Depth Learning with a Spiking Neural Network by Ulysse Rançon et al
09-30-2021	HSVA: Hierarchical Semantic-Visual Adaptation for Zero-Shot Learning by Shiming Chen et al
09-30-2021	A Technical Report for ICCV 2021 VIPriors Re-identification Challenge by Cen Liu et al
09-29-2021	Towards Flexible Blind JPEG Artifacts Removal by Jiaxi Jiang et al
09-29-2021	UFO-ViT: High Performance Linear Vision Transformer without Softmax by Jeong-geun Song
09-30-2021	Identity-Disentangled Neural Deformation Model for Dynamic Meshes by Binbin Xu et al
09-28-2021	Information Elevation Network for Fast Online Action Detection by Sunah Min et al
09-29-2021	WEDGE: Web-Image Assisted Domain Generalization for Semantic Segmentation by Namyup Kim et al
09-28-2021	Competence-Aware Path Planning via Introspective Perception by Sadegh Rabiee et al
09-30-2021	Accelerating Inverse Rendering By Using a GPU and Reuse of Light Paths by Ido Czerninski et al
09-30-2021	Seeing Glass: Joint Point Cloud and Depth Completion for Transparent Objects by Haoping Xu et al
10-01-2021	Towards Protecting Face Embeddings in Mobile Face Verification Scenarios by Vedrana Krivokuća Hahn et al
09-29-2021	MetaHistoSeg: A Python Framework for Meta Learning in Histopathology Image Segmentation by Zheng Yuan et al
09-28-2021	Stable training of autoencoders for hyperspectral unmixing by Kamil Książek et al
09-28-2021	Visually Grounded Concept Composition by Bowen Zhang et al
09-28-2021	Comparison of atlas-based and neural-network-based semantic segmentation for DENSE MRI images by Elle Buser et al
09-30-2021	3D Pose Transfer with Correspondence Learning and Mesh Refinement by Chaoyue Song et al
09-29-2021	Unsupervised Domain Adaptation in Semantic Segmentation Based on Pixel Alignment and Self-Training by Hexin Dong et al
10-01-2021	Survey and synthesis of state of the art in driver monitoring by Anaïs Halin et al
09-30-2021	Transferability Estimation for Semantic Segmentation Task by Yang Tan et al
10-01-2021	Self-Supervised Decomposition, Disentanglement and Prediction of Video Sequences while Interpreting Dynamics: A Koopman Perspective by Armand Comas et al
09-29-2021	Chest X-Rays Image Classification from beta-Variational Autoencoders Latent Features by Leonardo Crespi et al
09-29-2021	LR-to-HR Face Hallucination with an Adversarial Progressive Attribute-Induced Network by Nitin Balachandran et al
10-01-2021	Self-supervised Secondary Landmark Detection via 3D Representation Learning by Praneet C. Bala et al
10-01-2021	Video Temporal Relationship Mining for Data-Efficient Person Re-identification by Siyu Chen et al
10-01-2021	Learning of Inter-Label Geometric Relationships Using Self-Supervised Learning: Application To Gleason Grade Segmentation by Dwarikanath Mahapatra
09-29-2021	Generative Probabilistic Image Colorization by Chie Furusawa et al
09-29-2021	Vision-Aided Beam Tracking: Explore the Proper Use of Camera Images with Deep Learning by Yu Tian et al
09-30-2021	Riedones3D: a celtic coin dataset for registration and fine-grained clustering by Sofiane Horache et al
09-29-2021	Identity-Expression Ambiguity in 3D Morphable Face Models by Bernhard Egger et al
09-29-2021	On Brightness Agnostic Adversarial Examples Against Face Recognition Systems by Inderjeet Singh et al
09-30-2021	DeepMCAT: Large-Scale Deep Clustering for Medical Image Categorization by Turkay Kart et al
09-29-2021	From Beginner to Master: A Survey for Deep Learning-based Single-Image Super-Resolution by Juncheng Li et al
09-28-2021	Y-GAN: Learning Dual Data Representations for Efficient Anomaly Detection by Marija Ivanovska et al
09-28-2021	Deep Unrolled Recovery in Sparse Biological Imaging by Yair Ben Sahel et al
10-01-2021	Personalized Retrogress-Resilient Framework for Real-World Medical Federated Learning by Zhen Chen et al
10-01-2021	A Graph-theoretic Algorithm for Small Bowel Path Tracking in CT Scans by Seung Yeon Shin et al
09-28-2021	Turning old models fashion again: Recycling classical CNN networks using the Lattice Transformation by Ana Paula G. S. de Almeida et al
09-29-2021	Automatic Estimation of Ulcerative Colitis Severity from Endoscopy Videos using Ordinal Multi-Instance Learning by Evan Schwab et al
09-29-2021	Detailed Region-Adaptive Normalization for Heavy Makeup Transfer by Yueming Lyu et al
09-30-2021	Adversarial Semantic Contour for Object Detection by Yichi Zhang et al
09-28-2021	The VVAD-LRS3 Dataset for Visual Voice Activity Detection by Adrian Lubitz et al
09-28-2021	PFENet++: Boosting Few-shot Semantic Segmentation with the Noise-filtered Context-aware Prior Mask by Xiaoliu Luo et al
09-30-2021	Self-Supervised Out-of-Distribution Detection and Localization with Natural Synthetic Anomalies (NSA) by Hannah M. Schlüter et al
09-28-2021	A Contrastive Learning Approach to Auroral Identification and Classification by Jeremiah W. Johnson et al
09-28-2021	Image scaling by de la Vall\ee-Poussin filtered interpolation by Donatella Occorsio et al
09-28-2021	Convolutional Shapelet Transform: A new approach for time series shapelets by Antoine Guillaume et al
09-29-2021	IntentVizor: Towards Generic Query Guided Interactive Video Summarization Using Slow-Fast Graph Convolutional Networks by Guande Wu et al
09-28-2021	Visually Grounded Reasoning across Languages and Cultures by Fangyu Liu et al
09-30-2021	CrossCLR: Cross-modal Contrastive Learning For Multi-modal Video Representations by Mohammadreza Zolfaghari et al
09-29-2021	Uncertainty-aware Mean Teacher for Source-free Unsupervised Domain Adaptive 3D Object Detection by Deepti Hegde et al
09-29-2021	Understanding Egocentric Hand-Object Interactions from Hand Pose Estimation by Yao Lu et al
09-28-2021	Semi-Supervised Segmentation of Radiation-Induced Pulmonary Fibrosis from Lung CT Scans with Multi-Scale Guided Dense Attention by Guotai Wang et al
09-30-2021	A Deep Learning Localization Method for Measuring Abdominal Muscle Dimensions in Ultrasound Images by Alzayat Saleh et al
09-30-2021	T\oRF: Time-of-Flight Radiance Fields for Dynamic Scene View Synthesis by Benjamin Attal et al
10-01-2021	Stochastic Modeling for Learnable Human Pose Triangulation by Kristijan Bartol et al
09-28-2021	All-Around Real Label Supervision: Cyclic Prototype Consistency Learning for Semi-supervised Medical Image Segmentation by Zhe Xu et al
09-29-2021	Semantic Dense Reconstruction with Consistent Scene Segments by Yingcai Wan et al
09-28-2021	Not Color Blind: AI Predicts Racial Identity from Black and White Retinal Vessel Segmentations by Aaron S. Coyner et al
09-29-2021	Automated airway segmentation by learning graphical structure by Yihua Yang
09-29-2021	FathomNet: A global underwater image training set for enabling artificial intelligence in the ocean by Kakani Katija et al
09-30-2021	iShape: A First Step Towards Irregular Shape Instance Segmentation by Lei Yang et al
09-30-2021	Workflow Augmentation of Video Data for Event Recognition with Time-Sensitive Neural Networks by Andreas Wachter et al
09-29-2021	Road Network Guided Fine-Grained Urban Traffic Flow Inference by Lingbo Liu et al
09-28-2021	Federated Self-Supervised Contrastive Learning via Ensemble Similarity Distillation by Haizhou Shi et al
09-30-2021	Sensor-Guided Optical Flow by Matteo Poggi et al
09-30-2021	Language-Aligned Waypoint (LAW) Supervision for Vision-and-Language Navigation in Continuous Environments by Sonia Raychaudhuri et al
09-30-2021	Unsupervised Few-Shot Action Recognition via Action-Appearance Aligned Meta-Adaptation by Jay Patravali et al
09-29-2021	GT U-Net: A U-Net Like Group Transformer Network for Tooth Root Segmentation by Yunxiang Li et al
09-29-2021	Spark in the Dark: Evaluating Encoder-Decoder Pairs for COVID-19 CTs Semantic Segmentation by Bruno A. Krinski et al
09-30-2021	End-to-End Image Compression with Probabilistic Decoding by Haichuan Ma et al
09-28-2021	Adaptive Attribute and Structure Subspace Clustering Network by Zhihao Peng et al
09-28-2021	Multi-Semantic Image Recognition Model and Evaluating Index for explaining the deep learning models by Qianmengke Zhao et al
09-29-2021	Multipath CNN with alpha matte inference for knee tissue segmentation from MRI by Sheheryar Khan et al
09-28-2021	Efficient Global-Local Memory for Real-time Instrument Segmentation of Robotic Surgical Video by Jiacheng Wang et al
09-28-2021	Fail-Safe Human Detection for Drones Using a Multi-Modal Curriculum Learning Approach by Ali Safa et al
09-30-2021	HUMBI: A Large Multiview Dataset of Human Body Expressions and Benchmark Challenge by Jae Shin Yoon et al
09-28-2021	PDC-Net+: Enhanced Probabilistic Dense Correspondence Network by Prune Truong et al
09-28-2021	Unsolved Problems in ML Safety by Dan Hendrycks et al
09-30-2021	Mining for strong gravitational lenses with self-supervised learning by George Stein et al
09-29-2021	Unsupervised Landmark Detection Based Spatiotemporal Motion Estimation for 4D Dynamic Medical Images by Yuyu Guo et al
10-01-2021	PhiNets: a scalable backbone for low-power AI at the edge by Francesco Paissan et al
10-01-2021	Geometry Attention Transformer with Position-aware LSTMs for Image Captioning by Chi Wang et al
10-01-2021	GAN-based Reactive Motion Synthesis with Class-aware Discriminators for Human-human Interaction by Qianhui Men et al
10-01-2021	Summarize and Search: Learning Consensus-aware Dynamic Convolution for Co-Saliency Detection by Ni Zhang et al
09-30-2021	DAAS: Differentiable Architecture and Augmentation Policy Search by Xiaoxing Wang et al
10-01-2021	Synergizing between Self-Training and Adversarial Learning for Domain Adaptive Object Detection by Muhammad Akhtar Munir et al
10-01-2021	Lightweight Transformer in Federated Setting for Human Activity Recognition by Ali Raza et al
09-28-2021	Motion Deblurring with Real Events by Fang Xu et al
09-30-2021	SPATE-GAN: Improved Generative Modeling of Dynamic Spatio-Temporal Patterns with an Autoregressive Embedding Loss by Konstantin Klemmer et al
09-28-2021	Making Curiosity Explicit in Vision-based RL by Elie Aljalbout et al
09-29-2021	Designing Counterfactual Generators using Deep Model Inversion by Jayaraman J. Thiagarajan et al
09-29-2021	Localizing Objects with Self-Supervised Transformers and no Labels by Oriane Siméoni et al
09-28-2021	AutoPhaseNN: Unsupervised Physics-aware Deep Learning of 3D Nanoscale Coherent Imaging by Yudong Yao et al
09-29-2021	Multi-loss ensemble deep learning for chest X-ray classification by Sivaramakrishnan Rajaraman et al
09-28-2021	Grouptron: Dynamic Multi-Scale Graph Convolutional Networks for Group-Aware Dense Crowd Trajectory Forecasting by Rui Zhou et al
09-28-2021	Meta Learning on a Sequence of Imbalanced Domains with Difficulty Awareness by Zhenyi Wang et al
09-29-2021	Segmentation of Roads in Satellite Images using specially modified U-Net CNNs by Jonas Bokstaller et al
09-30-2021	Robust Segmentation Models using an Uncertainty Slice Sampling Based Annotation Workflow by Grzegorz Chlebus et al
09-28-2021	3D Hand Pose and Shape Estimation from RGB Images for Improved Keypoint-Based Hand-Gesture Recognition by Danilo Avola et al
10-01-2021	Student Helping Teacher: Teacher Evolution via Self-Knowledge Distillation by Zheng Li et al
09-29-2021	The Object at Hand: Automated Editing for Mixed Reality Video Guidance from Hand-Object Interactions by Yao Lu et al
09-29-2021	Targeted Gradient Descent: A Novel Method for Convolutional Neural Networks Fine-tuning and Online-learning by Junyu Chen et al
10-01-2021	Robustly Removing Deep Sea Lighting Effects for Visual Mapping of Abyssal Plains by Kevin Köser et al
09-28-2021	Metal Artifact Reduction in 2D CT Images with Self-supervised Cross-domain Learning by Lequan Yu et al
09-28-2021	Towards Rotation Invariance in Object Detection by Agastya Kalra et al
09-30-2021	Real-Time Tactile Grasp Force Sensing Using Fingernail Imaging via Deep Neural Networks by Navid Fallahinia et al
09-29-2021	Self-Supervised Learning for 3D Medical Image Analysis using 3D SimCLR and Monte Carlo Dropout by Yamen Ali et al
09-30-2021	Development of the algorithm for differentiating bone metastases and trauma of the ribs in bone scintigraphy and demonstration of visual evidence of the algorithm -- Using only anterior bone scan view of thorax by Shigeaki Higashiyama et al
09-28-2021	Fine-Grained Zero-Shot Learning with DNA as Side Information by Sarkhan Badirli et al
09-28-2021	Contrastive Video-Language Segmentation by Chen Liang et al
09-28-2021	Geometry-Entangled Visual Semantic Transformer for Image Captioning by Ling Cheng et al
09-30-2021	HLIC: Harmonizing Optimization Metrics in Learned Image Compression by Reinforcement Learning by Baocheng Sun et al
10-01-2021	DCT based Fusion of Variable Exposure Images for HDRI by Vivek Ramakarishnan et al
10-01-2021	Visual Cluster Separation Using High-Dimensional Sharpened Dimensionality Reduction by Youngjoo Kim et al
09-30-2021	Scientific evidence extraction by Brandon Smock et al
09-28-2021	Improved Xception with Dual Attention Mechanism and Feature Fusion for Face Forgery Detection by Hao Lin et al
09-30-2021	Forming a sparse representation for visual place recognition using a neurorobotic approach by Sylvain Colomer et al
10-01-2021	Generative Memory-Guided Semantic Reasoning Model for Image Inpainting by Xin Feng et al
09-29-2021	CCTrans: Simplifying and Improving Crowd Counting with Transformer by Ye Tian et al
09-30-2021	Deep Contextual Video Compression by Jiahao Li et al
09-30-2021	Moving Object Detection for Event-based vision using Graph Spectral Clustering by Anindya Mondal et al
10-01-2021	Preconditioned Plug-and-Play ADMM with Locally Adjustable Denoiser for Image Restoration by Mikael Le Pendu et al
09-29-2021	Egocentric Hand-object Interaction Detection and Application by Yao Lu et al
09-29-2021	Unlocking the potential of deep learning for marine ecology: overview, applications, and outlook by Morten Goodwin et al
09-30-2021	Motion-aware Self-supervised Video Representation Learning via Foreground-background Merging by Shuangrui Ding et al
10-01-2021	ASH: A Modern Framework for Parallel Spatial Hashing in 3D Perception by Wei Dong et al
09-29-2021	Convolutional Neural Network Compression through Generalized Kronecker Product Decomposition by Marawan Gamal Abdel Hameed et al
09-28-2021	A Strong Baseline for the VIPriors Data-Efficient Image Classification Challenge by Björn Barz et al
10-01-2021	From SLAM to Situational Awareness: Challenges and Survey by Hriday Bavle et al
10-01-2021	MonoCInIS: Camera Independent Monocular 3D Object Detection using Instance Segmentation by Jonas Heylen et al
09-29-2021	One Loss for All: Deep Hashing with a Single Cosine Similarity based Learning Objective by Jiun Tian Hoe et al
09-28-2021	An Efficient Network Design for Face Video Super-resolution by Feng Yu et al
09-30-2021	Deep Homography Estimation in Dynamic Surgical Scenes for Laparoscopic Camera Motion Extraction by Martin Huber et al
09-28-2021	A hierarchical residual network with compact triplet-center loss for sketch recognition by Lei Wang et al
09-30-2021	Sparse Quadratic Optimisation over the Stiefel Manifold with Application to Permutation Synchronisation by Florian Bernard et al
09-28-2021	Hybrid Dynamic Contrast and Probability Distillation for Unsupervised Person Re-Id by De Cheng et al
09-28-2021	Multi-frame Joint Enhancement for Early Interlaced Videos by Yang Zhao et al
09-30-2021	Deep Learning-based Action Detection in Untrimmed Videos: A Survey by Elahe Vahdani et al
09-30-2021	AffectGAN: Affect-Based Generative Art Driven by Semantics by Theodoros Galanos et al
09-30-2021	Fake It Till You Make It: Face analysis in the wild using synthetic data alone by Erroll Wood et al
10-01-2021	Optic Disc Segmentation using Disk-Centered Patch Augmentation by Saeid Motevali et al
10-01-2021	Instance Segmentation Challenge Track Technical Report, VIPriors Workshop at ICCV 2021: Task-Specific Copy-Paste Data Augmentation Method for Instance Segmentation by Jahongir Yunusov et al
10-01-2021	Score-Based Generative Classifiers by Roland S. Zimmermann et al
09-29-2021	USIS: Unsupervised Semantic Image Synthesis by George Eskandar et al
10-01-2021	ResNet strikes back: An improved training procedure in timm by Ross Wightman et al
09-28-2021	CIDEr-R: Robust Consensus-based Image Description Evaluation by Gabriel Oliveira dos Santos et al
09-28-2021	Compound eye inspired flat lensless imaging with spatially-coded Voronoi-Fresnel phase by Qiang Fu et al
09-28-2021	ff-Cal: Calibrated aleatoric uncertainty estimation from neural networks for robot perception by Dhaivat Bhatt et al
09-29-2021	Vision-Guided Quadrupedal Locomotion in the Wild with Multi-Modal Delay Randomization by Chieko Sarah Imai et al
09-28-2021	Unsupervised Diffeomorphic Surface Registration and Non-Linear Modelling by Balder Croquet et al