Standout Papers
Citation Impact
Citing Papers
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions
2021 Standout
A ConvNet for the 2020s
2022 Standout
Deep Neural Networks: A New Framework for Modeling Biological Vision and Brain Information Processing
2015
DOTA: A Large-Scale Dataset for Object Detection in Aerial Images
2018 Standout
Learning to Model the Tail
2017
Neural Network Interpretation via Fine Grained Textual Summarization.
2018
NetVLAD: CNN architecture for weakly supervised place recognition
2015
Airborne and spaceborne remote sensing for archaeological and cultural heritage applications: A review of the century (1907–2017)
2019 Standout
PVT v2: Improved baselines with pyramid vision transformer
2022 Standout
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
Cellpose 2.0: how to train your own model
2022 Standout
High-performance medicine: the convergence of human and artificial intelligence
2018 Standout
A survey on deep learning in medical image analysis
2017 Standout
A guide to deep learning in healthcare
2018 Standout
UNet++: A Nested U-Net Architecture for Medical Image Segmentation
2018 Standout
Using Deep Learning for Image-Based Plant Disease Detection
2016 Standout
Artificial intelligence in radiology
2018 Standout
Large-Scale Datasets for Going Deeper in Image Understanding
2019
Machine learning for data-driven discovery in solid Earth geoscience
2019 StandoutScience
Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning
2016 Standout
How deep learning extracts and learns leaf features for plant classification
2017 Standout
Extracting Relational Explanations From Deep Neural Networks: A Survey From a Neural-Symbolic Perspective
2019
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows
2021 Standout
Transfer Learning from Deep Features for Remote Sensing and Poverty Mapping
2016
ImageNet Large Scale Visual Recognition Challenge
2015 Standout
GOT-10k: A Large High-Diversity Benchmark for Generic Object Tracking in the Wild
2019 Standout
Eyeriss
2016
Recent Trends and Long-standing Problems in Archaeological Remote Sensing
2018
Squeeze-and-Excitation Networks
2019 Standout
Automatic Detection and Classification of Colorectal Polyps by Transferring Low-Level CNN Features From Nonmedical Domain
2016
Towards better exploiting convolutional neural networks for remote sensing scene classification
2016
Shallow and Deep Convolutional Networks for Saliency Prediction
2016
Transferring Deep Convolutional Neural Networks for the Scene Classification of High-Resolution Remote Sensing Imagery
2015
Evaluating the Visualization of What a Deep Neural Network Has Learned
2016
A Comprehensive Survey on Transfer Learning
2020 Standout
A survey on Image Data Augmentation for Deep Learning
2019 Standout
A Survey on Explainable Artificial Intelligence (XAI): Toward Medical XAI
2020 Standout
Smart Augmentation Learning an Optimal Data Augmentation Strategy
2017
COCO-Stuff: Thing and Stuff Classes in Context
2018
Wider or Deeper: Revisiting the ResNet Model for Visual Recognition
2019
RefineNet: Multi-path Refinement Networks for High-Resolution Semantic Segmentation
2017 Standout
Weakly Supervised Object Localization and Detection: A Survey
2021
Concept whitening for interpretable image recognition
2020
Self-Supervised Visual Feature Learning With Deep Neural Networks: A Survey
2020 Standout
Deep Learning for 3D Point Clouds: A Survey
2020 Standout
Acquisition of chess knowledge in AlphaZero
2022 StandoutNobel
Region-Based Convolutional Networks for Accurate Object Detection and Segmentation
2015 Standout
Efficient Processing of Deep Neural Networks: A Tutorial and Survey
2017 Standout
CCNet: Criss-Cross Attention for Semantic Segmentation
2020
Deep High-Resolution Representation Learning for Visual Recognition
2020 Standout
Movie Description
2017
Road Extraction by Deep Residual U-Net
2018 Standout
Factors of Transferability for a Generic ConvNet Representation
2015
ResNeSt: Split-Attention Networks
2022
Resolution-robust Large Mask Inpainting with Fourier Convolutions
2022
Recent advances in convolutional neural networks
2017 Standout
2016
DeepID-Net: Object Detection with Deformable Part Based Convolutional Neural Networks
2016
UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation
2019 Standout
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
Cross-Domain Traffic Scene Understanding: A Dense Correspondence-Based Transfer Learning Approach
2017
Learning Contextual Dependence With Convolutional Hierarchical Recurrent Neural Networks
2016
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
DehazeNet: An End-to-End System for Single Image Haze Removal
2016 Standout
Multimodal Machine Learning: A Survey and Taxonomy
2018 Standout
Concealed Object Detection
2021
Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs
2016 Standout
Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition
2015 Standout
Res2Net: A New Multi-Scale Backbone Architecture
2019 Standout
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
2016 Standout
Deep Feature Extraction and Classification of Hyperspectral Images Based on Convolutional Neural Networks
2016 Standout
Switchable Normalization for Learning-to-Normalize Deep Representation
2019
Fine-Tuning Convolutional Neural Networks for Biomedical Image Analysis: Actively and Incrementally
2017
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 Bolei Zhou being referenced
Object Detectors Emerge in Deep Scene CNNs
2015
TS-CAM: Token Semantic Coupled Attention Map for Weakly Supervised Object Localization
2021
Learning Deep Features for Scene Recognition using Places Database
2014
Understanding the role of individual units in a deep neural network
2020
Places: A 10 Million Image Database for Scene Recognition
2017 Standout
Places: An Image Database for Deep Scene Understanding
2017
Scene Parsing through ADE20K Dataset
2017 Standout
Interpreting Deep Visual Representations via Network Dissection
2018
Semantic Understanding of Scenes Through the ADE20K Dataset
2018