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.

Search paper metadata (including unsummarized papers)

58,261 to 58,320 of 61,393

Glow: Generative Flow with Invertible 1x1 Convolutions
Diederik P. Kingma, Prafulla Dhariwal
stat.MLcs.AIcs.LGarXiv:1807.03039v22018
BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning
Fisher Yu, Haofeng Chen, Xin Wang +5
cs.CVarXiv:1805.04687v22018
An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling
Shaojie Bai, J. Zico Kolter, Vladlen Koltun
cs.LGcs.AIcs.CLarXiv:1803.01271v22018
Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor
Tuomas Haarnoja, Aurick Zhou, Pieter Abbeel +1
cs.LGcs.AIstat.MLarXiv:1801.01290v22018
Convolutional 2D Knowledge Graph Embeddings
Tim Dettmers, Pasquale Minervini, Pontus Stenetorp +1
cs.LGarXiv:1707.01476v62017
SphereFace: Deep Hypersphere Embedding for Face Recognition
Weiyang Liu, Yandong Wen, Zhiding Yu +3
cs.CVarXiv:1704.08063v42017
Domain Randomization for Transferring Deep Neural Networks from Simulation to the Real World
Josh Tobin, Rachel Fong, Alex Ray +3
cs.ROcs.LGarXiv:1703.06907v12017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks
Chelsea Finn, Pieter Abbeel, Sergey Levine
cs.LGcs.AIcs.CVarXiv:1703.03400v32017
On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima
Nitish Shirish Keskar, Dheevatsa Mudigere, Jorge Nocedal +2
cs.LGmath.OCarXiv:1609.04836v22016
Fully-Convolutional Siamese Networks for Object Tracking
Luca Bertinetto, Jack Valmadre, João F. Henriques +2
cs.CVarXiv:1606.09549v32016
Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks
Kaipeng Zhang, Zhanpeng Zhang, Zhifeng Li +1
cs.CVarXiv:1604.02878v12016
XGBoost: A Scalable Tree Boosting System
Tianqi Chen, Carlos Guestrin
cs.LGarXiv:1603.02754v32016
Summaries:한국어
Prioritized Experience Replay
Tom Schaul, John Quan, Ioannis Antonoglou +1
cs.LGarXiv:1511.05952v42015
Deep Unsupervised Learning using Nonequilibrium Thermodynamics
Jascha Sohl-Dickstein, Eric A. Weiss, Niru Maheswaranathan +1
cs.LGcond-mat.dis-nnq-bio.NCarXiv:1503.03585v82015
Deep Neural Networks are Easily Fooled: High Confidence Predictions for Unrecognizable Images
Anh Nguyen, Jason Yosinski, Jeff Clune
cs.CVcs.AIcs.NEarXiv:1412.1897v42014
Julia: A Fresh Approach to Numerical Computing
Jeff Bezanson, Alan Edelman, Stefan Karpinski +1
cs.MSarXiv:1411.1607v42014
FastJet user manual
Matteo Cacciari, Gavin P. Salam, Gregory Soyez
hep-phhep-exarXiv:1111.6097v12011
MadGraph 5 : Going Beyond
Johan Alwall, Michel Herquet, Fabio Maltoni +2
hep-pharXiv:1106.0522v12011
A Tutorial on Spectral Clustering
Ulrike von Luxburg
cs.DScs.LGarXiv:0711.0189v12007
S-Bus: Automatic Read-Set Reconstruction for Multi-Agent LLM State Coordination
Sajjad Khan
cs.LGcs.AIcs.DCarXiv:2605.17076v22026
DeepTCM1.0: A Multi-Expert AI Agent for Deciphering Mechanisms of Chinese Herbal Formulae Based on General Large Language Models
Wenxin Duan, Hanwei Wang, Zhongying Peng +4
cs.CLcs.AIarXiv:2608.18103v12026
Decision-Metric Alignment in Latent World Models: Diagnostics and Action-Conditioned Objectives for MPC Planning
Jiawei Wang, Ke Rui, Yushen Zuo +2
cs.LGcs.CVarXiv:2608.18746v12026
H2R-Bench: Benchmarking Human-to-Robot Manipulation Video Generation in World Models
Dingyi Rong, Yue Shi, Chaofan Ma +6
cs.ROcs.CVarXiv:2608.13049v12026
Physics of Agents: Statistical Mechanics Predicts Collective Behavior of AI Agents
Batu El, Jinhee Paeng, Fatih Dinc +7
cs.AIcs.MAcs.SIarXiv:2608.16578v12026
An Omitted Mode Is a Rare Rule: The Sampling-Verification Danger Law in Continuous Code World Models
Javier Aguilar Martín
cs.LGcs.AIeess.SYarXiv:2608.17956v12026
FairGlucose: A CGM Fairness Benchmark Reveals Subgroup Disparities Hidden in Population-Level Validation
Junjie Luo, Xuzhe Zhi, Rui Han +5
cs.CYcs.AIarXiv:2608.18296v12026
LLMs for Medical Consultation Are Evaluated Too Late: The Preformulation Gap
Yining Hua, Cyrus Ayubcha, Hongbin Na +4
cs.AIcs.CLcs.CYarXiv:2608.17330v12026
Would this change your answer? Evaluating Explanations of LLM Behavior In The Wild with Counterfactual Experiments
Adam Karvonen, Euan Ong, Subhash Kantamneni +1
cs.LGcs.AIarXiv:2608.16747v12026
OSWorld 2.0: Benchmarking Computer Use Agents on Long-Horizon Real-World Tasks
Mengqi Yuan, Zilong Zhou, Xinzhuang Xiong +33
cs.AIarXiv:2606.29537v22026
Topology-Preserving Neural Operator Learning via Hodge Decomposition
Dongzhe Zheng, Tao Zhong, Christine Allen-Blanchette
cs.LGcs.AIcs.CGarXiv:2605.13834v22026
Physics in 2-Steps: Locking Motion Priors Before Visual Refinement Erases Them
Woojung Han, Seil Kang, Youngjun Jun +3
cs.CVarXiv:2606.06361v22026
Perturbation-based Regional Interpretability through Subtraction Mapping (PRISM): naming-error dissociations in language models and post-stroke aphasia
Xiang Guan, Roger D. Newman-Norlund, Yong Yang +8
cs.LGcs.CLarXiv:2608.12717v12026
Intent Speaks Louder: Controllable User Simulation Beyond Response Imitation
Bo Wang, Ruixing Zhang, Yunqi Liu +4
cs.CLarXiv:2608.09420v12026
Bitcoin Price Direction Prediction via Regime-Aware Multi-Modal Fusion of Social Sentiment and Technical Features
Muhammad Abdullah Haroon
cs.LGcs.CEecon.EMarXiv:2607.23370v12026
RLDX-1 Technical Report
Dongyoung Kim, Huiwon Jang, Myungkyu Koo +65
cs.ROcs.AIcs.LGarXiv:2605.03269v22026
Summaries:한국어
Adaptive Heterogeneous Compression for Resource-Efficient Federated Knowledge Distillation
Chenwang Liu, Yijun Liu, Chang Liu +2
cs.DCcs.LGarXiv:2608.15660v12026
MBA: Multimodal Benchmark and Agents for Real-World Business Ideation
Hojun Choi, Jaeyo Shin, Suin Lee +1
cs.AIcs.CVcs.LGarXiv:2608.11616v22026
Results and Retrospective Analysis of the CODS 2025 AssetOpsBench Challenge
Dhaval Patel, Chathurangi Shyalika, Suryanarayana Reddy Yarrabothula +4
cs.AIarXiv:2605.08518v12026
Agentic Environment Engineering for Large Language Models: A Survey of Environment Modeling, Synthesis, Evaluation, and Application
Jiachun Li, Zhuoran Jin, Tianyi Men +12
cs.CLcs.AIarXiv:2606.12191v12026
Representation Is Not Enough: Body-Localized Thermal Evidence for Contactless Stress and Craving Sensing in Opioid Use Disorder
Sachin Deb, Harshit Sharma, Asif Salekin
cs.CVcs.LGarXiv:2608.16087v12026
Low-Rank Dynamics-Effective Latent Carriers for Counterfactual Rollout in Learned World Models
Yang Liu, Yuming Chen
cs.ROcs.AIarXiv:2608.15156v12026
Task-Aware Harness Provisioning for LLM Agents in Mission-Critical Infrastructure Operations
Liangtao Lin, Qingang Zhang, Zhaomeng Zhu +2
cs.AIcs.MAarXiv:2608.17433v12026
Summaries:简体中文
Manifold Bandits: Bayesian Curriculum Learning over the Latent Geometry of Large Language Models
Darrien McKenzie, Nicklas Hansen, Xiaolong Wang
cs.LGcs.AIcs.CLarXiv:2606.19750v12026
The Limits of Binding in Dual Encoders
Kin Ian Lo
cs.LGcs.CLcs.CVarXiv:2608.15971v12026
OScaR: The Occam's Razor for Extreme KV Cache Quantization in LLMs and Beyond
Zunhai Su, Rui Yang, Chao Zhang +11
cs.LGcs.CLarXiv:2605.19660v12026
Domain Arithmetic: One-Shot VLA Adaptation under Environmental Shifts
Taewook Kang, Taeheon Kim, Donghyun Shin +1
cs.ROcs.CVcs.LGarXiv:2607.00666v12026
PAAC: Privacy-Aware Agentic Device-Cloud Collaboration
Liangqi Yuan, Wenzhi Fang, Shiqiang Wang +1
cs.LGcs.CLcs.DCarXiv:2605.08646v12026
Continuous Latent Diffusion Language Model
Hongcan Guo, Qinyu Zhao, Yian Zhao +8
cs.CLcs.AIcs.CVarXiv:2605.06548v12026
Summaries:한국어
Adaptive Policy Portfolios for Robust Markov Decision Processes
Kasper Engelen, Sebastian Junges, Guillermo A. Pérez +1
cs.AIcs.LOarXiv:2608.17929v12026
Fiber Fingerprints of Hidden Learning-State Dynamics
Qinyou Wang
cs.LGarXiv:2608.15976v12026
EVA-Bench: A New End-to-end Framework for Evaluating Voice Agents
Tara Bogavelli, Gabrielle Gauthier Melançon, Katrina Stankiewicz +10
cs.SDcs.AIcs.CLarXiv:2605.13841v22026
CUA-Gym: Scaling Verifiable Training Environments and Tasks for Computer-Use Agents
Bowen Wang, Dunjie Lu, Junli Wang +11
cs.AIcs.LGarXiv:2605.25624v22026
Certifying Compressed Language Models: An Audit and a Statistical Toolkit
Amogh Singh
cs.LGarXiv:2608.15046v12026
Maps of random walks on complex networks reveal community structure
M. Rosvall, C. T. Bergstrom
physics.soc-phcond-mat.dis-nnphysics.data-anarXiv:0707.0609v32007
Bayesian Test for Colocalisation Between Pairs of Genetic Association Studies Using Summary Statistics
Claudia Giambartolomei, Damjan Vukcevic, Eric E. Schadt +4
q-bio.GNarXiv:1305.4022v32013
LoomVideo: Unifying Multimodal Inputs into Video Generation and Editing
Jianzong Wu, Hao Lian, Jiongfan Yang +12
cs.CVarXiv:2606.06042v22026
Bag of Tricks for Efficient Text Classification
Armand Joulin, Edouard Grave, Piotr Bojanowski +1
cs.CLarXiv:1607.01759v32016
MineExplorer: Evaluating Open-World Exploration of MLLM Agents in Minecraft
Tianjie Ju, Yueqing Sun, Zheng Wu +7
cs.CLarXiv:2605.30931v22026
Program Synthesis with Large Language Models
Jacob Austin, Augustus Odena, Maxwell Nye +8
cs.PLcs.LGarXiv:2108.07732v12021
What Matters for Diffusion-Friendly Latent Manifold? Prior-Aligned Autoencoders for Latent Diffusion
Zhengrong Yue, Taihang Hu, Mengting Chen +8
cs.CVarXiv:2605.07915v12026

Every paper with a summary

Glow: Generative Flow with Invertible 1x1 Convolutions

BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning

An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling

Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor

Convolutional 2D Knowledge Graph Embeddings

SphereFace: Deep Hypersphere Embedding for Face Recognition

Domain Randomization for Transferring Deep Neural Networks from Simulation to the Real World

Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks

On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima

Fully-Convolutional Siamese Networks for Object Tracking

Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks

XGBoost: A Scalable Tree Boosting System

Prioritized Experience Replay

Deep Unsupervised Learning using Nonequilibrium Thermodynamics

Deep Neural Networks are Easily Fooled: High Confidence Predictions for Unrecognizable Images

Julia: A Fresh Approach to Numerical Computing

FastJet user manual

MadGraph 5 : Going Beyond

A Tutorial on Spectral Clustering

S-Bus: Automatic Read-Set Reconstruction for Multi-Agent LLM State Coordination

DeepTCM1.0: A Multi-Expert AI Agent for Deciphering Mechanisms of Chinese Herbal Formulae Based on General Large Language Models

Decision-Metric Alignment in Latent World Models: Diagnostics and Action-Conditioned Objectives for MPC Planning

H2R-Bench: Benchmarking Human-to-Robot Manipulation Video Generation in World Models

Physics of Agents: Statistical Mechanics Predicts Collective Behavior of AI Agents

An Omitted Mode Is a Rare Rule: The Sampling-Verification Danger Law in Continuous Code World Models

FairGlucose: A CGM Fairness Benchmark Reveals Subgroup Disparities Hidden in Population-Level Validation

LLMs for Medical Consultation Are Evaluated Too Late: The Preformulation Gap

Would this change your answer? Evaluating Explanations of LLM Behavior In The Wild with Counterfactual Experiments

OSWorld 2.0: Benchmarking Computer Use Agents on Long-Horizon Real-World Tasks

Topology-Preserving Neural Operator Learning via Hodge Decomposition

Physics in 2-Steps: Locking Motion Priors Before Visual Refinement Erases Them

Perturbation-based Regional Interpretability through Subtraction Mapping (PRISM): naming-error dissociations in language models and post-stroke aphasia

Intent Speaks Louder: Controllable User Simulation Beyond Response Imitation

Bitcoin Price Direction Prediction via Regime-Aware Multi-Modal Fusion of Social Sentiment and Technical Features

RLDX-1 Technical Report

Adaptive Heterogeneous Compression for Resource-Efficient Federated Knowledge Distillation

MBA: Multimodal Benchmark and Agents for Real-World Business Ideation

Results and Retrospective Analysis of the CODS 2025 AssetOpsBench Challenge

Agentic Environment Engineering for Large Language Models: A Survey of Environment Modeling, Synthesis, Evaluation, and Application

Representation Is Not Enough: Body-Localized Thermal Evidence for Contactless Stress and Craving Sensing in Opioid Use Disorder

Low-Rank Dynamics-Effective Latent Carriers for Counterfactual Rollout in Learned World Models

Task-Aware Harness Provisioning for LLM Agents in Mission-Critical Infrastructure Operations

Manifold Bandits: Bayesian Curriculum Learning over the Latent Geometry of Large Language Models

The Limits of Binding in Dual Encoders

OScaR: The Occam's Razor for Extreme KV Cache Quantization in LLMs and Beyond

Domain Arithmetic: One-Shot VLA Adaptation under Environmental Shifts

PAAC: Privacy-Aware Agentic Device-Cloud Collaboration

Continuous Latent Diffusion Language Model

Adaptive Policy Portfolios for Robust Markov Decision Processes

Fiber Fingerprints of Hidden Learning-State Dynamics

EVA-Bench: A New End-to-end Framework for Evaluating Voice Agents

CUA-Gym: Scaling Verifiable Training Environments and Tasks for Computer-Use Agents

Certifying Compressed Language Models: An Audit and a Statistical Toolkit

Maps of random walks on complex networks reveal community structure

Bayesian Test for Colocalisation Between Pairs of Genetic Association Studies Using Summary Statistics

LoomVideo: Unifying Multimodal Inputs into Video Generation and Editing

Bag of Tricks for Efficient Text Classification

MineExplorer: Evaluating Open-World Exploration of MLLM Agents in Minecraft

Program Synthesis with Large Language Models

What Matters for Diffusion-Friendly Latent Manifold? Prior-Aligned Autoencoders for Latent Diffusion