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2020 Papers
2020 Papers
Machine learning and AI research papers from 2020
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Language Models are Few-Shot Learners
2020
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37594 citations
AN IMAGE IS WORTH 16X16 WORDS: TRANSFORMERS FOR IMAGE RECOGNITION AT SCALE
2020
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36239 citations
A Simple Framework for Contrastive Learning of Visual Representations
2020
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17590 citations
Denoising Diffusion Probabilistic Models
2020
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15336 citations
Supplementary Methods
2020
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13918 citations
End-to-End Object Detection with Transformers
2020
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11962 citations
YOLOv4: Optimal Speed and Accuracy of Object Detection
2020
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11432 citations
Twelve years of SAMtools and BCFtools
2020
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6887 citations
Bootstrap Your Own Latent A New Approach to Self-Supervised Learning
2020
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6434 citations
Training data-efficient image transformers & distillation through attention
2020
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6293 citations
Published as a conference paper at ICLR 2021 DENOISING DIFFUSION IMPLICIT MODELS
2020
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6283 citations
SCORE-BASED GENERATIVE MODELING THROUGH STOCHASTIC DIFFERENTIAL EQUATIONS
2020
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5531 citations
wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations
2020
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5313 citations
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
2020
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5056 citations
DEFORMABLE DETR: DEFORMABLE TRANSFORMERS FOR END-TO-END OBJECT DETECTION
2020
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4641 citations
Supervised Contrastive Learning
2020
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4221 citations
Scaling Laws for Neural Language Models
2020
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4090 citations
Unsupervised Learning of Visual Features by Contrasting Cluster Assignments
2020
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3865 citations
Exploring Simple Siamese Representation Learning
2020
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3800 citations
Longformer: The Long-Document Transformer
2020
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3746 citations
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting
2020
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3574 citations
Measuring Massive Multitask Language Understanding
2020
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3470 citations
Dense Passage Retrieval for Open-Domain Question Answering
2020
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3362 citations
FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence
2020
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3314 citations
LightGCN: Simplifying and Powering Graph Convolution Network for Recommendation
2020
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3307 citations
Improved Baselines with Momentum Contrastive Learning
2020
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3284 citations
Conformer: Convolution-augmented Transformer for Speech Recognition
2020
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2913 citations
Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers
2020
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2710 citations
Knowledge Distillation: A Survey
2020
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2676 citations
Taming Transformers for High-Resolution Image Synthesis
2020
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2638 citations
NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis
2020
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2629 citations
ORB-SLAM3: An Accurate Open-Source Library for Visual, Visual-Inertial and Multi-Map SLAM
2020
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2600 citations
Open Graph Benchmark: Datasets for Machine Learning on Graphs Steering Committee
2020
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2554 citations
DEBERTA: DECODING-ENHANCED BERT WITH DIS-ENTANGLED ATTENTION
2020
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2503 citations
COVID-Net: a tailored deep convolutional neural network design for detection of COVID-19 cases from chest X-ray images
2020
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2447 citations
RAFT: Recurrent All-Pairs Field Transforms for Optical Flow
2020
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2405 citations
CodeBERT: A Pre-Trained Model for Programming and Natural Languages
2020
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2370 citations
mT5: A massively multilingual pre-trained text-to-text transformer
2020
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2363 citations
Implicit Neural Representations with Periodic Activation Functions
2020
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2357 citations
Variational quantum algorithms
2020
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2323 citations
Reproducing GW150914: the first observation of gravitational waves from a binary black hole merger
2020
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2323 citations
Don't Stop Pretraining: Adapt Language Models to Domains and Tasks
2020
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2271 citations
Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains
2020
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2218 citations
REFORMER: THE EFFICIENT TRANSFORMER
2020
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2175 citations
Big Self-Supervised Models are Strong Semi-Supervised Learners
2020
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2165 citations
FOURIER NEURAL OPERATOR FOR PARAMETRIC PARTIAL DIFFERENTIAL EQUATIONS
2020
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2149 citations
CP2K: An Electronic Structure and Molecular Dynamics Software Package Quickstep: Efficient and Accurate Electronic Structure Calculations
2020
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2048 citations
Big Bird: Transformers for Longer Sequences
2020
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1947 citations
A SUBMISSION TO IEEE TRANSACTION ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 1 A Survey on Visual Transformer
2020
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1938 citations
On Hyperparameter Optimization of Machine Learning Algorithms: Theory and Practice
2020
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1928 citations
Shortcut Learning in Deep Neural Networks
2020
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1908 citations
Intelligent Reflecting Surface Aided Wireless Communications: A Tutorial
2020
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1905 citations
REALM: Retrieval-Augmented Language Model Pre-Training
2020
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1889 citations
Covid-19: automatic detection from X-ray images utilizing transfer learning with convolutional neural networks
2020
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1886 citations
The Pile: An 800GB Dataset of Diverse Text for Language Modeling
2020
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1879 citations
Graph Contrastive Learning with Augmentations
2020
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1879 citations
Quantum computational advantage using photons
2020
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1878 citations
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
2020
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1869 citations
Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks
2020
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1859 citations
Learning to summarize from human feedback
2020
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1833 citations
Meta-Learning in Neural Networks: A Survey
2020
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1832 citations
Point Transformer
2020
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1823 citations
A Survey on Knowledge Graphs: Representation, Acquisition and Applications
2020
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1806 citations
A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges
2020
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1796 citations
Training Generative Adversarial Networks with Limited Data
2020
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1794 citations
Smart Radio Environments Empowered by Reconfigurable Intelligent Surfaces: How it Works, State of Research, and Road Ahead
2020
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1781 citations
HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech Synthesis
2020
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1777 citations
Multilingual Denoising Pre-training for Neural Machine Translation
2020
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1727 citations
Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks
2020
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1722 citations
Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere
2020
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1700 citations
Extracting Training Data from Large Language Models
2020
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1692 citations
Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing
2020
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1633 citations
pixelNeRF: Neural Radiance Fields from One or Few Images
2020
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1630 citations
Corresponding author(s)
2020
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1626 citations
UNET 3+: A FULL-SCALE CONNECTED UNET FOR MEDICAL IMAGE SEGMENTATION
2020
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1626 citations
The COVID-19 social media infodemic
2020
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1616 citations
A SIDARTHE Model of COVID-19 Epidemic in Italy
2020
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1602 citations
Designing Network Design Spaces
2020
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1601 citations
Sta n z a : A Python Natural Language Processing Toolkit for Many Human Languages
2020
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1600 citations
The Many Faces of Robustness: A Critical Analysis of Out-of-Distribution Generalization
2020
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1590 citations
Transformers are RNNs: Fast Autoregressive Transformers with Linear Attention
2020
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1570 citations
Pre-Trained Image Processing Transformer
2020
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1561 citations
Deep Reinforcement Learning for Autonomous Driving: A Survey
2020
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1554 citations
U 2 -Net: Going Deeper with Nested U-Structure for Salient Object Detection
2020
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1540 citations
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference
2020
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1539 citations
Self-supervised Learning: Generative or Contrastive
2020
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1511 citations
PCT: Point Cloud Transformer
2020
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1509 citations
Knowledge Graphs
2020
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1497 citations
Center-based 3D Object Detection and Tracking
2020
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1487 citations
Deep Learning for Person Re-identification: A Survey and Outlook
2020
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1480 citations
Published as a conference paper at ICLR 2021 RETHINKING ATTENTION WITH PERFORMERS
2020
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1453 citations
ResNeSt: Split-Attention Networks
2020
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1418 citations
A Primer in BERTology: What we know about how BERT works
2020
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1418 citations
Invited Review . Pre-trained Models for Natural Language Processing: A Survey
2020
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1414 citations
NeRF in the Wild: Neural Radiance Fields for Unconstrained Photo Collections
2020
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1412 citations
BLEURT: Learning Robust Metrics for Text Generation
2020
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1393 citations
Simple and Deep Graph Convolutional Networks
2020
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1385 citations
ADAPTIVE FEDERATED OPTIMIZATION
2020
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1318 citations
WILDS: A Benchmark of in-the-Wild Distribution Shifts
2020
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1314 citations
DIFFWAVE: A VERSATILE DIFFUSION MODEL FOR AUDIO SYNTHESIS
2020
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1313 citations
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