2021.8.30 Vision papers

08-26-2021	FOVEA: Foveated Image Magnification for Autonomous Navigation by Chittesh Thavamani et al
08-26-2021	Re-using Adversarial Mask Discriminators for Test-time Training under Distribution Shifts by Gabriele Valvano et al
08-25-2021	NGC: A Unified Framework for Learning with Open-World Noisy Data by Zhi-Fan Wu et al
08-24-2021	Improving Visual Quality of Unrestricted Adversarial Examples with Wavelet-VAE by Wenzhao Xiang et al
08-26-2021	Segmentation of Shoulder Muscle MRI Using a New Region and Edge based Deep Auto-Encoder by Saddam Hussain Khan et al
08-25-2021	Reducing Label Effort: Self-Supervised meets Active Learning by Javad Zolfaghari Bengar et al
08-25-2021	Detecting Small Objects in Thermal Images Using Single-Shot Detector by Hao Zhang et al
08-26-2021	Multi-Modulation Network for Audio-Visual Event Localization by Hao Wang et al
08-24-2021	ShapeConv: Shape-aware Convolutional Layer for Indoor RGB-D Semantic Segmentation by Jinming Cao et al
08-25-2021	Anomaly Detection in Medical Imaging -- A Mini Review by Maximilian E. Tschuchnig et al
08-25-2021	A Riemannian Framework for Analysis of Human Body Surface by Emery Pierson et al
08-25-2021	Product-oriented Machine Translation with Cross-modal Cross-lingual Pre-training by Yuqing Song et al
08-25-2021	GlassNet: Label Decoupling-based Three-stream Neural Network for Robust Image Glass Detection by C. Zheng et al
08-25-2021	TransFER: Learning Relation-aware Facial Expression Representations with Transformers by Fanglei Xue et al
08-24-2021	DROID-SLAM: Deep Visual SLAM for Monocular, Stereo, and RGB-D Cameras by Zachary Teed et al
08-26-2021	Consistent Relative Confidence and Label-Free Model Selection for Convolutional Neural Networks by Bin Liu
08-24-2021	EncoderMI: Membership Inference against Pre-trained Encoders in Contrastive Learning by Hongbin Liu et al
08-24-2021	Layer-wise Customized Weak Segmentation Block and AIoU Loss for Accurate Object Detection by Keyang Wang et al
08-26-2021	Improving the Reliability of Semantic Segmentation of Medical Images by Uncertainty Modeling with Bayesian Deep Networks and Curriculum Learning by Sora Iwamoto et al
08-26-2021	Deep learning based dictionary learning and tomographic image reconstruction by Jevgenija Rudzusika et al
08-26-2021	Self-supervised Multi-scale Consistency for Weakly Supervised Segmentation Learning by Gabriele Valvano et al
08-26-2021	PoissonSeg: Semi-Supervised Few-Shot Medical Image Segmentation via Poisson Learning by Xiaoang Shen et al
08-26-2021	PAENet: A Progressive Attention-Enhanced Network for 3D to 2D Retinal Vessel Segmentation by Zhuojie Wu et al
08-24-2021	A QuadTree Image Representation for Computational Pathology by Rob Jewsbury et al
08-24-2021	Are socially-aware trajectory prediction models really socially-aware? by Saeed Saadatnejad et al
08-25-2021	Understanding of Kernels in CNN Models by Suppressing Irrelevant Visual Features in Images by Jia-Xin Zhuang et al
08-25-2021	Normal Learning in Videos with Attention Prototype Network by Chao Hu et al
08-24-2021	Real-time Indian Sign Language (ISL) Recognition by Kartik Shenoy et al
08-24-2021	An Effective Pixel-Wise Approach for Skin Colour Segmentation Using Pixel Neighbourhood Technique by Tejas Dastane et al
08-25-2021	CSG-Stump: A Learning Friendly CSG-Like Representation for Interpretable Shape Parsing by Daxuan Ren et al
08-26-2021	Unsupervised Dense Deformation Embedding Network for Template-Free Shape Correspondence by Ronghan Chen et al
08-27-2021	A Pedestrian Detection and Tracking Framework for Autonomous Cars: Efficient Fusion of Camera and LiDAR Data by Muhammad Mobaidul Islam et al
08-25-2021	Measurement of Hybrid Rocket Solid Fuel Regression Rate for a Slab Burner using Deep Learning by Gabriel Surina et al
08-24-2021	A Benchmark for Spray from Nearby Cutting Vehicles by Stefanie Walz et al
08-26-2021	Predicting Stable Configurations for Semantic Placement of Novel Objects by Chris Paxton et al
08-26-2021	A Robust Loss for Point Cloud Registration by Zhi Deng et al
08-26-2021	An Automatic Image Content Retrieval Method for better Mobile Device Display User Experiences by Alessandro Bruno
08-24-2021	Reconcile Prediction Consistency for Balanced Object Detection by Keyang Wang et al
08-27-2021	TIMo -- A Dataset for Indoor Building Monitoring with a Time-of-Flight Camera by Pascal Schneider et al
08-25-2021	Memory-Augmented Non-Local Attention for Video Super-Resolution by Jiyang Yu et al
08-25-2021	Localization Uncertainty-Based Attention for Object Detection by Sanghun Park et al
08-25-2021	Deep few-shot learning for bi-temporal building change detection by Mehdi Khoshboresh-Masouleh et al
08-25-2021	Domain Adversarial RetinaNet as a Reference Algorithm for the MItosis DOmain Generalization (MIDOG) Challenge by Frauke Wilm et al
08-26-2021	State of the Art: Face Recognition by Rubel Biswas et al
08-27-2021	DC-GNet: Deep Mesh Relation Capturing Graph Convolution Network for 3D Human Shape Reconstruction by Shihao Zhou et al
08-26-2021	Learning to Diversify for Single Domain Generalization by Zijian Wang et al
08-26-2021	Matching Underwater Sonar Images by the Learned Descriptor Based on Style Transfer Method by Xiaoteng Zhou et al
08-25-2021	Multi-Attributed and Structured Text-to-Face Synthesis by Rohan Wadhawan et al
08-26-2021	A Hierarchical Assessment of Adversarial Severity by Guillaume Jeanneret et al
08-25-2021	Learning Class-level Prototypes for Few-shot Learning by Minglei Yuan et al
08-25-2021	YOLOP: You Only Look Once for Panoptic Driving Perception by Dong Wu et al
08-25-2021	Monocular Depth Estimation Primed by Salient Point Detection and Normalized Hessian Loss by Lam Huynh et al
08-25-2021	Learning From Long-Tailed Data With Noisy Labels by Shyamgopal Karthik et al
08-24-2021	Tune it the Right Way: Unsupervised Validation of Domain Adaptation via Soft Neighborhood Density by Kuniaki Saito et al
08-24-2021	Improving Object Detection by Label Assignment Distillation by Chuong H. Nguyen et al
08-25-2021	Lightweight Monocular Depth with a Novel Neural Architecture Search Method by Lam Huynh et al
08-24-2021	DU-GAN: Generative Adversarial Networks with Dual-Domain U-Net Based Discriminators for Low-Dose CT Denoising by Zhizhong Huang et al
08-27-2021	TE-YOLOF: Tiny and efficient YOLOF for blood cell detection by Fanxin Xu et al
08-26-2021	StackMix and Blot Augmentations for Handwritten Text Recognition by Alex Shonenkov et al
08-26-2021	State of the Art: Image Hashing by Rubel Biswas et al
08-26-2021	Efficient training of lightweight neural networks using Online Self-Acquired Knowledge Distillation by Maria Tzelepi et al
08-26-2021	A Tutorial on Learning Disentangled Representations in the Imaging Domain by Xiao Liu et al
08-25-2021	TPH-YOLOv5: Improved YOLOv5 Based on Transformer Prediction Head for Object Detection on Drone-captured Scenarios by Xingkui Zhu et al
08-25-2021	Generalize then Adapt: Source-Free Domain Adaptive Semantic Segmentation by Jogendra Nath Kundu et al
08-25-2021	Multiscale Spatio-Temporal Graph Neural Networks for 3D Skeleton-Based Motion Prediction by Maosen Li et al
08-25-2021	ChessMix: Spatial Context Data Augmentation for Remote Sensing Semantic Segmentation by Matheus Barros Pereira et al
08-25-2021	3D Face Recognition: A Survey by Yaping Jing et al
08-25-2021	Efficient Transformer for Single Image Super-Resolution by Zhisheng Lu et al
08-24-2021	iDARTS: Improving DARTS by Node Normalization and Decorrelation Discretization by Huiqun Wang et al
08-26-2021	Unsupervised domain adaptation for clinician pose estimation and instance segmentation in the OR by Vinkle Srivastav et al
08-24-2021	Correcting inter-scan motion artefacts in quantitative R1 mapping at 7T by Yaël Balbastre et al
08-25-2021	Lifelong Infinite Mixture Model Based on Knowledge-Driven Dirichlet Process by Fei Ye et al
08-26-2021	An Underwater Image Semantic Segmentation Method Focusing on Boundaries and a Real Underwater Scene Semantic Segmentation Dataset by Zhiwei Ma et al
08-26-2021	Continual learning under domain transfer with sparse synaptic bursting by Shawn L. Beaulieu et al
08-26-2021	Ultrafast Focus Detection for Automated Microscopy by Maksim Levental et al
08-25-2021	Generalized Real-World Super-Resolution through Adversarial Robustness by Angela Castillo et al
08-25-2021	Improving Object Detection and Attribute Recognition by Feature Entanglement Reduction by Zhaoheng Zheng et al
08-26-2021	Binocular Mutual Learning for Improving Few-shot Classification by Ziqi Zhou et al
08-25-2021	PGTRNet: Two-phase Weakly Supervised Object Detection with Pseudo Ground Truth Refining by Jun Wang et al
08-24-2021	DeepPanoContext: Panoramic 3D Scene Understanding with Holistic Scene Context Graph and Relation-based Optimization by Cheng Zhang et al
08-25-2021	AutoShape: Real-Time Shape-Aware Monocular 3D Object Detection by Zongdai Liu et al
08-24-2021	Spatio-Temporal Self-Attention Network for Video Saliency Prediction by Ziqiang Wang et al
08-24-2021	LLVIP: A Visible-infrared Paired Dataset for Low-light Vision by Xinyu Jia et al
08-24-2021	Joint Learning Architecture for Multiple Object Tracking and Trajectory Forecasting by Oluwafunmilola Kesa et al
08-26-2021	User-Centric Semi-Automated Infographics Authoring and Recommendation by Anjul Tyagi et al
08-26-2021	Similar Scenes arouse Similar Emotions: Parallel Data Augmentation for Stylized Image Captioning by Guodun Li et al
08-26-2021	Shifted Chunk Transformer for Spatio-Temporal Representational Learning by Xuefan Zha et al
08-27-2021	SynthIA: A Synthetic Inversion Approximation for the Stokes Vector Fusing SDO and Hinode into a Virtual Observatory by Richard E. L. Higgins et al
08-25-2021	Inducing Semantic Grouping of Latent Concepts for Explanations: An Ante-Hoc Approach by Anirban Sarkar et al
08-25-2021	Deep Reinforcement Learning in Computer Vision: A Comprehensive Survey by Ngan Le et al
08-25-2021	Robust High-Resolution Video Matting with Temporal Guidance by Shanchuan Lin et al
08-25-2021	Multi-Task Self-Training for Learning General Representations by Golnaz Ghiasi et al
08-24-2021	Bridging Unsupervised and Supervised Depth from Focus via All-in-Focus Supervision by Ning-Hsu Wang et al
08-27-2021	Recognition Awareness: An Application of Latent Cognizance to Open-Set Recognition by Tatpong Katanyukul et al
08-26-2021	SketchLattice: Latticed Representation for Sketch Manipulation by Yonggang Qi et al
08-24-2021	Field-Guide-Inspired Zero-Shot Learning by Utkarsh Mall et al
08-25-2021	Backdoor Attacks on Network Certification via Data Poisoning by Tobias Lorenz et al
08-24-2021	SimVLM: Simple Visual Language Model Pretraining with Weak Supervision by Zirui Wang et al
08-25-2021	CDCGen: Cross-Domain Conditional Generation via Normalizing Flows and Adversarial Training by Hari Prasanna Das et al
08-25-2021	Blind Image Decomposition by Junlin Han et al
08-26-2021	Mining Contextual Information Beyond Image for Semantic Segmentation by Zhenchao Jin et al
08-27-2021	Fast Rule-Based Clutter Detection in Automotive Radar Data by Johannes Kopp et al
08-27-2021	Anomaly Detection of Defect using Energy of Point Pattern Features within Random Finite Set Framework by Ammar Mansoor Kamoona et al
08-27-2021	A Matching Algorithm based on Image Attribute Transfer and Local Features for Underwater Acoustic and Optical Images by Xiaoteng Zhou et al
08-26-2021	Web Image Context Extraction with Graph Neural Networks and Sentence Embeddings on the DOM tree by Chen Dang et al
08-26-2021	Detection and Continual Learning of Novel Face Presentation Attacks by Mohammad Rostami et al
08-26-2021	Deep Denoising Method for Side Scan Sonar Images without High-quality Reference Data by Xiaoteng Zhou et al
08-26-2021	Drop-DTW: Aligning Common Signal Between Sequences While Dropping Outliers by Nikita Dvornik et al
08-26-2021	Evaluating Transformer based Semantic Segmentation Networks for Pathological Image Segmentation by Cam Nguyen et al
08-24-2021	Support-Set Based Cross-Supervision for Video Grounding by Xinpeng Ding et al
08-26-2021	NeighCNN: A CNN based SAR Speckle Reduction using Feature preserving Loss Function by Praveen Ravirathinam et al
08-24-2021	Domain Adaptation for Real-World Single View 3D Reconstruction by Brandon Leung et al
08-25-2021	Lizard: A Large-Scale Dataset for Colonic Nuclear Instance Segmentation and Classification by Simon Graham et al
08-24-2021	Pen Spinning Hand Movement Analysis Using MediaPipe Hands by Tung-Lin Wu et al
08-24-2021	PocketNet: Extreme Lightweight Face Recognition Network using Neural Architecture Search and Multi-Step Knowledge Distillation by Fadi Boutros et al
08-26-2021	Spatio-Temporal Dynamic Inference Network for Group Activity Recognition by Hangjie Yuan et al

08-24-2021	Auto-Parsing Network for Image Captioning and Visual Question Answering by Xu Yang et al
08-25-2021	Superpixel-guided Discriminative Low-rank Representation of Hyperspectral Images for Classification by Shujun Yang et al
08-25-2021	Automatic Feature Highlighting in Noisy RES Data With CycleGAN by Nicholas Khami et al
08-24-2021	Improving Generalization of Batch Whitening by Convolutional Unit Optimization by Yooshin Cho et al
08-24-2021	StyleAugment: Learning Texture De-biased Representations by Style Augmentation without Pre-defined Textures by Sanghyuk Chun et al
08-25-2021	Fully Non-Homogeneous Atmospheric Scattering Modeling with Convolutional Neural Networks for Single Image Dehazing by Cong Wang et al
08-25-2021	Design and Scaffolded Training of an Efficient DNN Operator for Computer Vision on the Edge by Vinod Ganesan et al
08-26-2021	Physical Adversarial Attacks on an Aerial Imagery Object Detector by Andrew Du et al
08-26-2021	A Comparison of Deep Saliency Map Generators on Multispectral Data in Object Detection by Jens Bayer et al
08-27-2021	DAE-GAN: Dynamic Aspect-aware GAN for Text-to-Image Synthesis by Shulan Ruan et al
08-26-2021	Few-shot Visual Relationship Co-localization by Revant Teotia et al
08-25-2021	Recall@k Surrogate Loss with Large Batches and Similarity Mixup by Yash Patel et al
08-24-2021	MCUa: Multi-level Context and Uncertainty aware Dynamic Deep Ensemble for Breast Cancer Histology Image Classification by Zakaria Senousy et al
08-25-2021	A Unified Taxonomy and Multimodal Dataset for Events in Invasion Games by Henrik Biermann et al
08-24-2021	Next-generation perception system for automated defects detection in composite laminates via polarized computational imaging by Yuqi Ding et al
08-25-2021	Visual-and-Language Navigation: A Survey and Taxonomy by Wansen Wu et al
08-24-2021	Full-Velocity Radar Returns by Radar-Camera Fusion by Yunfei Long et al
08-25-2021	Adversarially Robust One-class Novelty Detection by Shao-Yuan Lo et al
08-27-2021	A Novel Hierarchical Light Field Coding Scheme Based on Hybrid Stacked Multiplicative Layers and Fourier Disparity Layers for Glasses-Free 3D Displays by Joshitha Ravishankar et al
08-27-2021	MultiSiam: Self-supervised Multi-instance Siamese Representation Learning for Autonomous Driving by Kai Chen et al
08-26-2021	Stop Throwing Away Discriminators! Re-using Adversaries for Test-Time Training by Gabriele Valvano et al
08-27-2021	Rethinking the Aligned and Misaligned Features in One-stage Object Detection by Yang Yang et al
08-27-2021	CoCo DistillNet: a Cross-layer Correlation Distillation Network for Pathological Gastric Cancer Segmentation by Wenxuan Zou et al
08-26-2021	Learning Cross-modal Contrastive Features for Video Domain Adaptation by Donghyun Kim et al
08-24-2021	A generative adversarial approach to facilitate archival-quality histopathologic diagnoses from frozen tissue sections by Kianoush Falahkheirkhah et al
08-24-2021	Lossless Image Compression Using a Multi-Scale Progressive Statistical Model by Honglei Zhang et al
08-24-2021	Dense Optical Flow from Event Cameras by Mathias Gehrig et al
08-25-2021	Heredity-aware Child Face Image Generation with Latent Space Disentanglement by Xiao Cui et al
08-26-2021	ICM-3D: Instantiated Category Modeling for 3D Instance Segmentation by Ruihang Chu et al
08-26-2021	Cross-category Video Highlight Detection via Set-based Learning by Minghao Xu et al
08-26-2021	Quadratic mutual information regularization in real-time deep CNN models by Maria Tzelepi et al
08-25-2021	Duo-SegNet: Adversarial Dual-Views for Semi-Supervised Medical Image Segmentation by Himashi Peiris et al
08-25-2021	Identity-aware Graph Memory Network for Action Detection by Jingcheng Ni et al
08-25-2021	XCI-Sketch: Extraction of Color Information from Images for Generation of Colored Outlines and Sketches by Harsh Rathod et al
08-25-2021	The Surprising Effectiveness of Visual Odometry Techniques for Embodied PointGoal Navigation by Xiaoming Zhao et al
08-24-2021	Occlusion-robust Visual Markerless Bone Tracking for Computer-Assisted Orthopaedic Surgery by Xue Hu et al
08-24-2021	Making Higher Order MOT Scalable: An Efficient Approximate Solver for Lifted Disjoint Paths by Andrea Hornakova et al
08-27-2021	ISNet: Integrate Image-Level and Semantic-Level Context for Semantic Segmentation by Zhenchao Jin et al
08-26-2021	Benchmarking high-fidelity pedestrian tracking systems for research, real-time monitoring and crowd control by Caspar A. S. Pouw et al
08-27-2021	LassoLayer: Nonlinear Feature Selection by Switching One-to-one Links by Akihito Sudo et al
08-26-2021	Glimpse-Attend-and-Explore: Self-Attention for Active Visual Exploration by Soroush Seifi et al
08-26-2021	Probabilistic Modeling for Human Mesh Recovery by Nikos Kolotouros et al
08-26-2021	SASRA: Semantically-aware Spatio-temporal Reasoning Agent for Vision-and-Language Navigation in Continuous Environments by Muhammad Zubair Irshad et al
08-26-2021	Semantically Coherent Out-of-Distribution Detection by Jingkang Yang et al
08-24-2021	A Scaling Law for Synthetic-to-Real Transfer: A Measure of Pre-Training by Hiroaki Mikami et al
08-25-2021	Maneuver Identification Challenge by Kaira Samuel et al
08-25-2021	Semantic Scene Segmentation for Robotics Applications by Maria Tzelepi et al
08-26-2021	Geometry Based Machining Feature Retrieval with Inductive Transfer Learning by N S Kamal et al
08-24-2021	ProtoMIL: Multiple Instance Learning with Prototypical Parts for Fine-Grained Interpretability by Dawid Rymarczyk et al
08-24-2021	Image-free single-pixel segmentation by Haiyan Liu et al
08-25-2021	Cell Multi-Bernoulli (Cell-MB) Sensor Control for Multi-object Search-While-Tracking (SWT) by Keith A. LeGrand et al
08-27-2021	Densely-Populated Traffic Detection using YOLOv5 and Non-Maximum Suppression Ensembling by Raian Rahman et al
08-26-2021	LocTex: Learning Data-Efficient Visual Representations from Localized Textual Supervision by Zhijian Liu et al
08-24-2021	Wanderlust: Online Continual Object Detection in the Real World by Jianren Wang et al
08-24-2021	NeRP: Implicit Neural Representation Learning with Prior Embedding for Sparsely Sampled Image Reconstruction by Liyue Shen et al
08-24-2021	OOWL500: Overcoming Dataset Collection Bias in the Wild by Brandon Leung et al
08-24-2021	imGHUM: Implicit Generative Models of 3D Human Shape and Articulated Pose by Thiemo Alldieck et al
08-24-2021	Meta Self-Learning for Multi-Source Domain Adaptation: A Benchmark by Shuhao Qiu et al
08-26-2021	Fast and Flexible Human Pose Estimation with HyperPose by Yixiao Guo et al
08-24-2021	Making Person Search Enjoy the Merits of Person Re-identification by Chuang Liu et al
08-24-2021	Unsupervised Depth Completion with Calibrated Backprojection Layers by Alex Wong et al
08-24-2021	Temporal Knowledge Consistency for Unsupervised Visual Representation Learning by Weixin Feng et al
08-25-2021	Multi-domain semantic segmentation with overlapping labels by Petra Bevandić et al