Every paper with a summary

Every arXiv paper Paperlayer has summarized so far. Open any of them to read the summary beside the original PDF, with every point linked to the line, figure, or table it came from.

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57,541 to 57,600 of 61,271

RT-1: Robotics Transformer for Real-World Control at Scale
Anthony Brohan, Noah Brown, Justice Carbajal +48
cs.ROcs.AIcs.CLarXiv:2212.06817v22022
Generating Long Sequences with Sparse Transformers
Rewon Child, Scott Gray, Alec Radford +1
cs.LGstat.MLarXiv:1904.10509v12019
Fine-Tuning Language Models from Human Preferences
Daniel M. Ziegler, Nisan Stiennon, Jeffrey Wu +5
cs.CLcs.LGstat.MLarXiv:1909.08593v22019
Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model
Julian Schrittwieser, Ioannis Antonoglou, Thomas Hubert +9
cs.LGstat.MLarXiv:1911.08265v22019
Stability Selection
Nicolai Meinshausen, Peter Buehlmann
stat.MEarXiv:0809.2932v22008
The Security of Practical Quantum Key Distribution
Valerio Scarani, Helle Bechmann-Pasquinucci, Nicolas J. Cerf +3
quant-pharXiv:0802.4155v32008
A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges
Moloud Abdar, Farhad Pourpanah, Sadiq Hussain +9
cs.LGcs.AIcs.CVarXiv:2011.06225v42020
1D Convolutional Neural Networks and Applications: A Survey
Serkan Kiranyaz, Onur Avci, Osama Abdeljaber +3
eess.SPcs.AIarXiv:1905.03554v12019
Crowdsourcing a Word-Emotion Association Lexicon
Saif M. Mohammad, Peter D. Turney
cs.CLarXiv:1308.6297v12013
Co-teaching: Robust Training of Deep Neural Networks with Extremely Noisy Labels
Bo Han, Quanming Yao, Xingrui Yu +5
cs.LGstat.MLarXiv:1804.06872v32018
Deep Learning for Medical Image Analysis
Mina Rezaei, Haojin Yang, Christoph Meinel
cs.CVarXiv:1708.08987v12017
Multimodal Unsupervised Image-to-Image Translation
Xun Huang, Ming-Yu Liu, Serge Belongie +1
cs.CVcs.LGstat.MLarXiv:1804.04732v22018
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Sergey Levine, Aviral Kumar, George Tucker +1
cs.LGcs.AIstat.MLarXiv:2005.01643v32020
Counterfactual Multi-Agent Policy Gradients
Jakob Foerster, Gregory Farquhar, Triantafyllos Afouras +2
cs.AIcs.MAarXiv:1705.08926v32017
Attention-based Deep Multiple Instance Learning
Maximilian Ilse, Jakub M. Tomczak, Max Welling
cs.LGstat.MLarXiv:1802.04712v42018
Unsupervised Learning of Video Representations using LSTMs
Nitish Srivastava, Elman Mansimov, Ruslan Salakhutdinov
cs.LGcs.CVcs.NEarXiv:1502.04681v32015
Epidemic processes in complex networks
Romualdo Pastor-Satorras, Claudio Castellano, Piet Van Mieghem +1
physics.soc-phcond-mat.stat-mechcs.SIarXiv:1408.2701v22014
On First-Order Meta-Learning Algorithms
Alex Nichol, Joshua Achiam, John Schulman
cs.LGarXiv:1803.02999v32018
Training Region-based Object Detectors with Online Hard Example Mining
Abhinav Shrivastava, Abhinav Gupta, Ross Girshick
cs.CVcs.LGarXiv:1604.03540v12016
NICE: Non-linear Independent Components Estimation
Laurent Dinh, David Krueger, Yoshua Bengio
cs.LGarXiv:1410.8516v62014
Road Extraction by Deep Residual U-Net
Zhengxin Zhang, Qingjie Liu, Yunhong Wang
cs.CVarXiv:1711.10684v12017
A Critical Review of Recurrent Neural Networks for Sequence Learning
Zachary C. Lipton, John Berkowitz, Charles Elkan
cs.LGcs.NEarXiv:1506.00019v42015
FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising
Kai Zhang, Wangmeng Zuo, Lei Zhang
cs.CVarXiv:1710.04026v22017
Deformable ConvNets v2: More Deformable, Better Results
Xizhou Zhu, Han Hu, Stephen Lin +1
cs.CVarXiv:1811.11168v22018
Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering
Todor Mihaylov, Peter Clark, Tushar Khot +1
cs.CLarXiv:1809.02789v12018
Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing
Yu Gu, Robert Tinn, Hao Cheng +6
cs.CLcs.LGarXiv:2007.15779v62020
LSUN: Construction of a Large-scale Image Dataset using Deep Learning with Humans in the Loop
Fisher Yu, Ari Seff, Yinda Zhang +3
cs.CVarXiv:1506.03365v32015
Rainbow: Combining Improvements in Deep Reinforcement Learning
Matteo Hessel, Joseph Modayil, Hado van Hasselt +7
cs.AIcs.LGarXiv:1710.02298v12017
Online Learning for Matrix Factorization and Sparse Coding
Julien Mairal, Francis Bach, Jean Ponce +1
stat.MLcs.LGmath.OCarXiv:0908.0050v22009
SmoothGrad: removing noise by adding noise
Daniel Smilkov, Nikhil Thorat, Been Kim +2
cs.LGcs.CVstat.MLarXiv:1706.03825v12017
Albumentations: fast and flexible image augmentations
Alexander Buslaev, Alex Parinov, Eugene Khvedchenya +2
cs.CVarXiv:1809.06839v12018
Computational Optimal Transport
Gabriel Peyré, Marco Cuturi
stat.MLarXiv:1803.00567v42018
A Point Set Generation Network for 3D Object Reconstruction from a Single Image
Haoqiang Fan, Hao Su, Leonidas Guibas
cs.CVarXiv:1612.00603v22016
Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer
René Ranftl, Katrin Lasinger, David Hafner +2
cs.CVarXiv:1907.01341v32019
Unsupervised Data Augmentation for Consistency Training
Qizhe Xie, Zihang Dai, Eduard Hovy +2
cs.LGcs.AIcs.CLarXiv:1904.12848v62019
Deep Networks with Stochastic Depth
Gao Huang, Yu Sun, Zhuang Liu +2
cs.LGcs.CVcs.NEarXiv:1603.09382v32016
Deep Retinex Decomposition for Low-Light Enhancement
Chen Wei, Wenjing Wang, Wenhan Yang +1
cs.CVarXiv:1808.04560v12018
Decoupled Weight Decay Regularization
Ilya Loshchilov, Frank Hutter
cs.LGcs.NEmath.OCarXiv:1711.05101v32017
BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation
Changqian Yu, Jingbo Wang, Chao Peng +3
cs.CVarXiv:1808.00897v12018
Frontis-MA1: Training an AI4AI Model towards Recursive Self-Improvement in Machine Learning Engineering
Junlin Yang, Che Jiang, Yu Fu +21
cs.CLarXiv:2607.28568v12026
A Tutorial on Principal Component Analysis
Jonathon Shlens
cs.LGstat.MLarXiv:1404.1100v12014
Revisiting Unreasonable Effectiveness of Data in Deep Learning Era
Chen Sun, Abhinav Shrivastava, Saurabh Singh +1
cs.CVcs.AIarXiv:1707.02968v22017
Gaussian Quantum Information
Christian Weedbrook, Stefano Pirandola, Raul Garcia-Patron +4
quant-pharXiv:1110.3234v12011
VoxCeleb: a large-scale speaker identification dataset
Arsha Nagrani, Joon Son Chung, Andrew Zisserman
cs.SDarXiv:1706.08612v22017
Meta-Learning in Neural Networks: A Survey
Timothy Hospedales, Antreas Antoniou, Paul Micaelli +1
cs.LGstat.MLarXiv:2004.05439v22020
UNet 3+: A Full-Scale Connected UNet for Medical Image Segmentation
Huimin Huang, Lanfen Lin, Ruofeng Tong +6
eess.IVcs.CVcs.LGarXiv:2004.08790v12020
COVID-Net: A Tailored Deep Convolutional Neural Network Design for Detection of COVID-19 Cases from Chest X-Ray Images
Linda Wang, Alexander Wong
eess.IVcs.CVcs.LGarXiv:2003.09871v42020
Selective Kernel Networks
Xiang Li, Wenhai Wang, Xiaolin Hu +1
cs.CVarXiv:1903.06586v22019
Aligning Books and Movies: Towards Story-like Visual Explanations by Watching Movies and Reading Books
Yukun Zhu, Ryan Kiros, Richard Zemel +4
cs.CVcs.CLarXiv:1506.06724v12015
Skin Lesion Analysis Toward Melanoma Detection: A Challenge at the 2017 International Symposium on Biomedical Imaging (ISBI), Hosted by the International Skin Imaging Collaboration (ISIC)
Noel C. F. Codella, David Gutman, M. Emre Celebi +8
cs.CVarXiv:1710.05006v32017
Probabilistic Circuits as Reasoning Machines in Artificial Intelligence (Part I)
Robert Peharz
cs.AIcs.LGmath.PRarXiv:2608.16565v12026
Summaries:한국어
EgoForce: Forearm-Guided Camera-Space 3D Hand Pose from a Monocular Egocentric Camera
Christen Millerdurai, Shaoxiang Wang, Yaxu Xie +3
cs.CVcs.GRarXiv:2605.12498v12026
Context Aware Computing for The Internet of Things: A Survey
Charith Perera, Arkady Zaslavsky, Peter Christen +1
cs.SEcs.HCarXiv:1305.0982v12013
Lean Refactor: Multi-Objective Controllable Proof Optimization via Agentic Strategy Search
Jialin Lu, Soonho Kong, Rodrigo Stehling +4
cs.LOcs.AIcs.CLarXiv:2605.20244v22026
Reasoning Arena: Trace Tournaments When Verifiable Rewards Fall Short
Han Zhou, Adam X. Yang, Laurence Aitchison +2
cs.LGcs.AIcs.CLarXiv:2606.09380v12026
Optical Reasoning: Rethinking Images as an Expressive Reasoning Medium Beyond Text
Yutong Bian, Dongjie Cheng, Heming Xia +2
cs.AIarXiv:2606.09585v12026
BrainSurgery: Reproducible and Reliable Declarative Weight Manipulations for Model Editing and Upcycling
Gianluca Barmina, Annemette Broch Pirchert, Andrea Blasi Núñez +2
cs.LGcs.CLarXiv:2606.09707v12026
Interpreting and Steering a Text-to-Speech Language Model with Sparse Autoencoders
Nikita Koriagin, Georgii Aparin, Nikita Balagansky +1
cs.LGcs.AIcs.CLarXiv:2606.10029v12026
A Comprehensive Review of YOLO Architectures in Computer Vision: From YOLOv1 to YOLOv8 and YOLO-NAS
Juan Terven, Diana Cordova-Esparza
cs.CVarXiv:2304.00501v72023
Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution
Wei-Sheng Lai, Jia-Bin Huang, Narendra Ahuja +1
cs.CVarXiv:1704.03915v22017

Every paper with a summary

RT-1: Robotics Transformer for Real-World Control at Scale

Generating Long Sequences with Sparse Transformers

Fine-Tuning Language Models from Human Preferences

Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model

Stability Selection

The Security of Practical Quantum Key Distribution

A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges

1D Convolutional Neural Networks and Applications: A Survey

Crowdsourcing a Word-Emotion Association Lexicon

Co-teaching: Robust Training of Deep Neural Networks with Extremely Noisy Labels

Deep Learning for Medical Image Analysis

Multimodal Unsupervised Image-to-Image Translation

Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems

Counterfactual Multi-Agent Policy Gradients

Attention-based Deep Multiple Instance Learning

Unsupervised Learning of Video Representations using LSTMs

Epidemic processes in complex networks

On First-Order Meta-Learning Algorithms

Training Region-based Object Detectors with Online Hard Example Mining

NICE: Non-linear Independent Components Estimation

Road Extraction by Deep Residual U-Net

A Critical Review of Recurrent Neural Networks for Sequence Learning

FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising

Deformable ConvNets v2: More Deformable, Better Results

Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering

Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing

LSUN: Construction of a Large-scale Image Dataset using Deep Learning with Humans in the Loop

Rainbow: Combining Improvements in Deep Reinforcement Learning

Online Learning for Matrix Factorization and Sparse Coding

SmoothGrad: removing noise by adding noise

Albumentations: fast and flexible image augmentations

Computational Optimal Transport

A Point Set Generation Network for 3D Object Reconstruction from a Single Image

Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer

Unsupervised Data Augmentation for Consistency Training

Deep Networks with Stochastic Depth

Deep Retinex Decomposition for Low-Light Enhancement

Decoupled Weight Decay Regularization

BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation

Frontis-MA1: Training an AI4AI Model towards Recursive Self-Improvement in Machine Learning Engineering

A Tutorial on Principal Component Analysis

Revisiting Unreasonable Effectiveness of Data in Deep Learning Era

Gaussian Quantum Information

VoxCeleb: a large-scale speaker identification dataset

Meta-Learning in Neural Networks: A Survey

UNet 3+: A Full-Scale Connected UNet for Medical Image Segmentation

COVID-Net: A Tailored Deep Convolutional Neural Network Design for Detection of COVID-19 Cases from Chest X-Ray Images

Selective Kernel Networks

Aligning Books and Movies: Towards Story-like Visual Explanations by Watching Movies and Reading Books

Skin Lesion Analysis Toward Melanoma Detection: A Challenge at the 2017 International Symposium on Biomedical Imaging (ISBI), Hosted by the International Skin Imaging Collaboration (ISIC)

Probabilistic Circuits as Reasoning Machines in Artificial Intelligence (Part I)

EgoForce: Forearm-Guided Camera-Space 3D Hand Pose from a Monocular Egocentric Camera

Context Aware Computing for The Internet of Things: A Survey

Lean Refactor: Multi-Objective Controllable Proof Optimization via Agentic Strategy Search

Reasoning Arena: Trace Tournaments When Verifiable Rewards Fall Short

Optical Reasoning: Rethinking Images as an Expressive Reasoning Medium Beyond Text

BrainSurgery: Reproducible and Reliable Declarative Weight Manipulations for Model Editing and Upcycling

Interpreting and Steering a Text-to-Speech Language Model with Sparse Autoencoders

A Comprehensive Review of YOLO Architectures in Computer Vision: From YOLOv1 to YOLOv8 and YOLO-NAS

Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution