Standout Papers
Citation Impact
Citing Papers
DSOD: Learning Deeply Supervised Object Detectors from Scratch
2017
Boundary-Aware Instance Segmentation
2017
Multiscale Combinatorial Grouping
2014
3D object proposals for accurate object class detection
2015
Recycling lithium-ion batteries from electric vehicles
2019 StandoutNature
Backpropagation and the brain
2020 StandoutNobel
Foundation models for generalist medical artificial intelligence
2023 StandoutNature
Dermatologist-level classification of skin cancer with deep neural networks
2017 StandoutNature
Evaluating Color Descriptors for Object and Scene Recognition
2009
High-performance medicine: the convergence of human and artificial intelligence
2018 Standout
Multimodal biomedical AI
2022 Standout
Fully hardware-implemented memristor convolutional neural network
2020 StandoutNature
A survey on deep learning in medical image analysis
2017 Standout
Deep learning in histopathology: the path to the clinic
2021 Standout
Large scale deep learning for computer aided detection of mammographic lesions
2016
Deep learning and process understanding for data-driven Earth system science
2019 StandoutNature
A guide to deep learning in healthcare
2018 Standout
On Pixel-Wise Explanations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation
2015 Standout
Fully Convolutional Networks for Semantic Segmentation
2016 Standout
Artificial intelligence in radiology
2018 Standout
Machine learning for data-driven discovery in solid Earth geoscience
2019 StandoutScience
A survey of deep learning methods and software tools for image classification and object detection
2016
Color attributes for object detection
2012
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows
2021 Standout
Leveraging Prior-Knowledge for Weakly Supervised Object Detection Under a Collaborative Self-Paced Curriculum Learning Framework
2018
S-CNN: Subcategory-Aware Convolutional Networks for Object Detection
2017
Focal Loss for Dense Object Detection
2018 Standout
Prime Object Proposals with Randomized Prim's Algorithm
2013
The Pascal Visual Object Classes Challenge: A Retrospective
2014 Standout
Deep Learning for Computer Vision: A Brief Review
2018 Standout
Deep Convolutional Neural Networks for pedestrian detection
2016
The Pascal Visual Object Classes (VOC) Challenge
2009 Standout
ImageNet Large Scale Visual Recognition Challenge
2015 Standout
GOT-10k: A Large High-Diversity Benchmark for Generic Object Tracking in the Wild
2019 Standout
Object Detection Networks on Convolutional Feature Maps
2016
What Makes for Effective Detection Proposals?
2015
Empowering Visual Categorization With the GPU
2010
Fisher and VLAD with FLAIR
2014
Squeeze-and-Excitation Networks
2019 Standout
Weakly Supervised Object Localization with Multi-Fold Multiple Instance Learning
2016
Image Classification with the Fisher Vector: Theory and Practice
2013
Self Paced Deep Learning for Weakly Supervised Object Detection
2018
Cascade R-CNN: High Quality Object Detection and Instance Segmentation
2019
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs
2017 Standout
50 Years of object recognition: Directions forward
2013
Perception, Planning, Control, and Coordination for Autonomous Vehicles
2017
ImageNet Auto-Annotation with Segmentation Propagation
2014
Feature representation for statistical-learning-based object detection: A review
2015
TextBoxes++: A Single-Shot Oriented Scene Text Detector
2018 Standout
Learning Rotation-Invariant and Fisher Discriminative Convolutional Neural Networks for Object Detection
2018
Weighted boxes fusion: Ensembling boxes from different object detection models
2021
Human detection from images and videos: A survey
2015
Face Mask Wearing Detection Algorithm Based on Improved YOLO-v4
2021 Standout
CornerNet: Detecting Objects as Paired Keypoints
2019
Self-Supervised Visual Feature Learning With Deep Neural Networks: A Survey
2020 Standout
Toward New Retail: A Benchmark Dataset for Smart Unmanned Vending Machines
2019
A Novel Weakly-Supervised Approach for RGB-D-Based Nuclear Waste Object Detection
2018
Interpreting CNN Knowledge via an Explanatory Graph
2018
RIGOR: Reusing Inference in Graph Cuts for Generating Object Regions
2014
Region-Based Convolutional Networks for Accurate Object Detection and Segmentation
2015 Standout
Semantic Correlation Promoted Shape-Variant Context for Segmentation
2019
DeepProposal: Hunting Objects by Cascading Deep Convolutional Layers
2015
Top-Down Visual Saliency via Joint CRF and Dictionary Learning
2016
Deep High-Resolution Representation Learning for Visual Recognition
2020 Standout
TextProposals: A text-specific selective search algorithm for word spotting in the wild
2017
Deep networks for saliency detection via local estimation and global search
2015
Multi-scale context for scene labeling via flexible segmentation graph
2016
Object Instance Segmentation and Fine-Grained Localization Using Hypercolumns
2016
Few-Example Object Detection with Model Communication
2018
Recent advances in convolutional neural networks
2017 Standout
2016
T-CNN: Tubelets With Convolutional Neural Networks for Object Detection From Videos
2017
DeepID-Net: Object Detection with Deformable Part Based Convolutional Neural Networks
2016
R-FCN++: Towards Accurate Region-Based Fully Convolutional Networks for Object Detection
2018
Proposal-Free Network for Instance-Level Object Segmentation
2017
Weakly-supervised DCNN for RGB-D Object Recognition in Real-World Applications Which Lack Large-scale Annotated Training Data
2017
Modeling the spatial layout of images beyond spatial pyramids
2012
Visual Tracking: An Experimental Survey
2014
Pedestrian Detection with Spatially Pooled Features and Structured Ensemble Learning
2015
Definitions, methods, and applications in interpretable machine learning
2019 Standout
Decoupling the Role of Data, Attention, and Losses in Multimodal Transformers
2021
Attentive Contexts for Object Detection
2016
Object Detection With Deep Learning: A Review
2019 Standout
Object Detection in 20 Years: A Survey
2023 Standout
Deep Learning for Generic Object Detection: A Survey
2019 Standout
Crafting GBD-Net for Object Detection
2017
Weakly Supervised Object Detection Using Proposal- and Semantic-Level Relationships
2020
Do Convnets Learn Correspondence?
2014
2D image classification for 3D anatomy localization: employing deep convolutional neural networks
2016
A vision-based motion capture and recognition framework for behavior-based safety management
2013 Standout
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
2015 Standout
Combining satellite imagery and machine learning to predict poverty
2016 StandoutScience
Mask R-CNN
2018 Standout
Multistage Object Detection With Group Recursive Learning
2017
Atoms of recognition in human and computer vision
2016
Reading Text in the Wild with Convolutional Neural Networks
2015
Weakly Supervised Fine-Grained Categorization With Part-Based Image Representation
2016
Artificial Intelligence-Based Mitosis Detection in Breast Cancer Histopathology Images Using Faster R-CNN and Deep CNNs
2020
Zoom Out-and-In Network with Map Attention Decision for Region Proposal and Object Detection
2018
Efficient Saliency-Based Object Detection in Remote Sensing Images Using Deep Belief Networks
2016
PCL: Proposal Cluster Learning for Weakly Supervised Object Detection
2018
Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs
2016 Standout
A coarse-to-fine approach for fast deformable object detection
2014
Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition
2015 Standout
Evaluation of color descriptors for object and scene recognition
2008
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
2016 Standout
High-Speed Tracking with Kernelized Correlation Filters
2014 Standout
Regionlets for Generic Object Detection
2015
Semantic Understanding of Scenes Through the ADE20K Dataset
2018
Action Recognition in Still Images With Minimum Annotation Efforts
2016
Object class detection
2013
Weakly Supervised Cascaded Convolutional Networks
2017
Very Deep Convolutional Networks for Large-Scale Image Recognition
2014 Standout
Learning Rotation-Invariant Convolutional Neural Networks for Object Detection in VHR Optical Remote Sensing Images
2016 Standout
High-Resolution Image Synthesis with Latent Diffusion Models
2022 Standout
Works of Jasper Uijlings being referenced
The Open Images Dataset V4
2020
Real-time bag of words, approximately
2009
Segmentation as selective search for object recognition
2011
The Open Images Dataset V4: Unified image classification, object detection, and visual relationship detection at scale
2018
What is the spatial extent of an object?
2009
Selective Search for Object Recognition
2013 Standout
The Visual Extent of an Object
2011
Real-Time Visual Concept Classification
2010
COCO-Stuff: Thing and Stuff Classes in Context
2018
The MediaMill TRECVID 2004 Semantic Video Search Engine
2004
Training Object Class Detectors with Click Supervision
2017
The Devil is in the Decoder
2017
The Open Images Dataset V4: Unified image classification, object detection, and visual relationship detection at scale
2018