All Papers - Page 1

ADAM: A METHOD FOR STOCHASTIC OPTIMIZATION

2014 • 146110 citations

Attention Is All You Need

2017 • 121521 citations

Very Deep Convolutional Networks for Large-Scale Image Recognition

2014 • 97625 citations

BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

2019 • 89556 citations

Scikit-learn: Machine Learning in Python

2011 • 73983 citations

U-Net: Convolutional Networks for Biomedical Image Segmentation

2015 • 72969 citations

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

2015 • 59864 citations

Going deeper with convolutions

2014 • 42731 citations

Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift

2015 • 42400 citations

Microsoft COCO: Common Objects in Context

2014 • 41625 citations

PyTorch: An Imperative Style, High-Performance Deep Learning Library

2019 • 40185 citations

ImageNet Large Scale Visual Recognition Challenge

2014 • 38730 citations

Language Models are Few-Shot Learners

2020 • 37594 citations

Fully Convolutional Networks for Semantic Segmentation

2014 • 36849 citations

AN IMAGE IS WORTH 16X16 WORDS: TRANSFORMERS FOR IMAGE RECOGNITION AT SCALE

2020 • 36239 citations

XGBoost: A Scalable Tree Boosting System

2016 • 36137 citations

Densely Connected Convolutional Networks

2016 • 35420 citations

Distributed Representations of Words and Phrases and their Compositionality

2013 • 33000 citations

Efficient Estimation of Word Representations in Vector Space

2013 • 30753 citations

Generative Adversarial Networks

2021 • 30040 citations

SSD: Single Shot MultiBox Detector

2015 • 28565 citations

SEMI-SUPERVISED CLASSIFICATION WITH GRAPH CONVOLUTIONAL NETWORKS

2016 • 27575 citations

Published as a conference paper at ICLR 2015 NEURAL MACHINE TRANSLATION BY JOINTLY LEARNING TO ALIGN AND TRANSLATE

2014 • 26754 citations

Rethinking the Inception Architecture for Computer Vision

2015 • 26510 citations

Mask R-CNN

2017 • 26042 citations

Learning Transferable Visual Models From Natural Language Supervision

2021 • 25508 citations

Rich feature hierarchies for accurate object detection and semantic segmentation Tech report (v5)

2013 • 25473 citations

Squeeze-and-Excitation Networks

2017 • 24934 citations

SMOTE: Synthetic Minority Over-sampling Technique

2002 • 24680 citations

Fast R-CNN

2015 • 24186 citations

RoBERTa: A Robustly Optimized BERT Pretraining Approach

2019 • 23117 citations

Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation

2014 • 22670 citations

QUANTUM ESPRESSO: a modular and open-source software project for quantum simulations of materials QUANTUM ESPRESSO 2

2009 • 22458 citations

Feature Pyramid Networks for Object Detection

2016 • 21060 citations

YOLOv3: An Incremental Improvement

2018 • 20437 citations

Sequence to Sequence Learning with Neural Networks

2014 • 20134 citations

MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications

2017 • 19937 citations

A unified approach to interpreting model predictions

2017 • 19731 citations

Quantum Computation and Quantum Information

2012 • 19689 citations

Statistical Mechanics of Complex Networks

2001 • 19312 citations

Swin Transformer: Hierarchical Vision Transformer using Shifted Windows

2021 • 19276 citations

Image-to-Image Translation with Conditional Adversarial Networks

2016 • 18979 citations

GRAPH ATTENTION NETWORKS

2017 • 18827 citations

Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization

2016 • 18702 citations

Distilling the Knowledge in a Neural Network

2015 • 18675 citations

Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer

2019 • 18642 citations

TensorFlow: A system for large-scale machine learning

2016 • 18416 citations

Published as a conference paper at ICLR 2015 EXPLAINING AND HARNESSING ADVERSARIAL EXAMPLES

2014 • 18317 citations

MobileNetV2: Inverted Residuals and Linear Bottlenecks

2018 • 18216 citations

featureCounts: an efficient general-purpose program for assigning sequence reads to genomic features

2013 • 18197 citations

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