Artificial Intelligence

Papers filed under cs.AI on arXiv, each one already summarized by Paperlayer. 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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10,321 to 10,380 of 15,380

Automated Algorithm Selection: Survey and Perspectives
Pascal Kerschke, Holger H. Hoos, Frank Neumann +1
cs.LGcs.AIstat.MLarXiv:1811.11597v12018
VLM-based automatic multi-granularity graph representation of building layouts for design informatics
Song Guo, Zhuoshi Chen, Maosu Li +1
cs.AIarXiv:2608.24886v12026
TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables
Yuxuan Wang, Haixu Wu, Jiaxiang Dong +6
cs.LGcs.AIarXiv:2402.19072v42024
Remember What You Want to Forget: Algorithms for Machine Unlearning
Ayush Sekhari, Jayadev Acharya, Gautam Kamath +1
cs.LGcs.AIarXiv:2103.03279v22021
A Survey on Data Augmentation for Text Classification
Markus Bayer, Marc-André Kaufhold, Christian Reuter
cs.CLcs.AIarXiv:2107.03158v62021
Problems with Shapley-value-based explanations as feature importance measures
I. Elizabeth Kumar, Suresh Venkatasubramanian, Carlos Scheidegger +1
cs.AIcs.LGstat.MLarXiv:2002.11097v22020
A Comprehensive Overview and Comparative Analysis on Deep Learning Models: CNN, RNN, LSTM, GRU
Farhad Mortezapour Shiri, Thinagaran Perumal, Norwati Mustapha +1
cs.LGcs.AIarXiv:2305.17473v42023
ARKitScenes: A Diverse Real-World Dataset For 3D Indoor Scene Understanding Using Mobile RGB-D Data
Gilad Baruch, Zhuoyuan Chen, Afshin Dehghan +8
cs.CVcs.AIarXiv:2111.08897v32021
Learning Deep Neural Network Representations for Koopman Operators of Nonlinear Dynamical Systems
Enoch Yeung, Soumya Kundu, Nathan Hodas
cs.LGcs.AImath.DSarXiv:1708.06850v22017
Data-centric Artificial Intelligence: A Survey
Daochen Zha, Zaid Pervaiz Bhat, Kwei-Herng Lai +4
cs.LGcs.AIcs.DBarXiv:2303.10158v32023
Words Can Shift: Dynamically Adjusting Word Representations Using Nonverbal Behaviors
Yansen Wang, Ying Shen, Zhun Liu +3
cs.CLcs.AIarXiv:1811.09362v22018
HDLTex: Hierarchical Deep Learning for Text Classification
Kamran Kowsari, Donald E. Brown, Mojtaba Heidarysafa +3
cs.LGcs.AIcs.CLarXiv:1709.08267v22017
K-Net: Towards Unified Image Segmentation
Wenwei Zhang, Jiangmiao Pang, Kai Chen +1
cs.CVcs.AIarXiv:2106.14855v22021
Places: An Image Database for Deep Scene Understanding
Bolei Zhou, Aditya Khosla, Agata Lapedriza +2
cs.CVcs.AIarXiv:1610.02055v12016
Generative Language Modeling for Automated Theorem Proving
Stanislas Polu, Ilya Sutskever
cs.LGcs.AIcs.CLarXiv:2009.03393v12020
InfoVAE: Information Maximizing Variational Autoencoders
Shengjia Zhao, Jiaming Song, Stefano Ermon
cs.LGcs.AIstat.MLarXiv:1706.02262v32017
Rebuild Dossier: Mechanically-Enforced Specs for Agentic App Rebuilds, and What Model-Tier Failures Reveal
Parker Fawcett
cs.SEcs.AIarXiv:2608.23616v22026
The Pitfalls of Simplicity Bias in Neural Networks
Harshay Shah, Kaustav Tamuly, Aditi Raghunathan +2
cs.LGcs.AIstat.MLarXiv:2006.07710v22020
When May an Agent Stop? Evidence-Carrying Termination for Tool-Using LLMs
Jason Liu
cs.SEcs.AIcs.LGarXiv:2608.23623v12026
AudioPaLM: A Large Language Model That Can Speak and Listen
Paul K. Rubenstein, Chulayuth Asawaroengchai, Duc Dung Nguyen +27
cs.CLcs.AIcs.SDarXiv:2306.12925v12023
Multi-Instance Learning by Treating Instances As Non-I.I.D. Samples
Zhi-Hua Zhou, Yu-Yin Sun, Yu-Feng Li
cs.LGcs.AIarXiv:0807.1997v42008
Stabilizing Transformers for Reinforcement Learning
Emilio Parisotto, H. Francis Song, Jack W. Rae +10
cs.LGcs.AIstat.MLarXiv:1910.06764v12019
Filter-enhanced MLP is All You Need for Sequential Recommendation
Kun Zhou, Hui Yu, Wayne Xin Zhao +1
cs.IRcs.AIarXiv:2202.13556v12022
Cognitive Architectures for Language Agents
Theodore R. Sumers, Shunyu Yao, Karthik Narasimhan +1
cs.AIcs.CLcs.LGarXiv:2309.02427v32023
Automated Feedback Generation for Introductory Programming Assignments
Rishabh Singh, Sumit Gulwani, Armando Solar-Lezama
cs.PLcs.AIarXiv:1204.1751v42012
XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language Models
Paul Röttger, Hannah Rose Kirk, Bertie Vidgen +3
cs.CLcs.AIarXiv:2308.01263v32023
Analog Bits: Generating Discrete Data using Diffusion Models with Self-Conditioning
Ting Chen, Ruixiang Zhang, Geoffrey Hinton
cs.CVcs.AIcs.CLarXiv:2208.04202v22022
A Diverse Corpus for Evaluating and Developing English Math Word Problem Solvers
Shen-Yun Miao, Chao-Chun Liang, Keh-Yih Su
cs.AIcs.CLarXiv:2106.15772v12021
Device Placement Optimization with Reinforcement Learning
Azalia Mirhoseini, Hieu Pham, Quoc V. Le +7
cs.LGcs.AIarXiv:1706.04972v22017
Discovering Dual-Origin Slow Wind from Solar Orbiter with Self-Supervised Contrastive Learning
Henry Han, Jorge Yero Salazar
astro-ph.SRcs.AIcs.LGarXiv:2608.22065v12026
GreenLeaf Law Embed Tiny: A Compact Embedding Model for Legal Domain Retrieval
Surya Saka
cs.LGcs.AIcs.CLarXiv:2608.24936v12026
Auditing the Synthetic Memoir: Measuring Scene-Level Confabulation in LLM-Generated Autobiography Against the Documented Record of the Life It Describes
Heather Renze
cs.AIcs.CLcs.CYarXiv:2608.23640v12026
Unnatural Instructions: Tuning Language Models with (Almost) No Human Labor
Or Honovich, Thomas Scialom, Omer Levy +1
cs.CLcs.AIcs.LGarXiv:2212.09689v12022
Balanced Multimodal Learning via On-the-fly Gradient Modulation
Xiaokang Peng, Yake Wei, Andong Deng +2
cs.CVcs.AIarXiv:2203.15332v12022
PhysElite: How Far Are LLMs from Solving Olympiad-Level Physics Problems?
Ruoran Xu, Wending Gao, Liyunfeng Chen +5
cs.AIcs.MMmath-pharXiv:2608.25097v12026
Predicting Citywide Crowd Flows Using Deep Spatio-Temporal Residual Networks
Junbo Zhang, Yu Zheng, Dekang Qi +3
cs.AIarXiv:1701.02543v12017
Deep Parametric Continuous Convolutional Neural Networks
Shenlong Wang, Simon Suo, Wei-Chiu Ma +2
cs.CVcs.AIcs.LGarXiv:2101.06742v12021
Character-LLM: A Trainable Agent for Role-Playing
Yunfan Shao, Linyang Li, Junqi Dai +1
cs.CLcs.AIarXiv:2310.10158v22023
KONTOGRAPH: Verified Point-in-Time Feature Consistency and Amortised Explanation for Real-Time Anti-Money Laundering under a 200 ms Decision Budget
Ahmed Abolfadl
cs.CRcs.AIcs.LGarXiv:2608.22389v12026
LLM-Driven, Datasheet-Aware Automated Hardware Compatibility Verification for Early-Stage, Pre-Schematic Embedded System Design
Haotian Qiao, Robert P. Dick
cs.AIeess.SYarXiv:2608.25217v12026
MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
Xiangru Tang, Anni Zou, Zhuosheng Zhang +5
cs.CLcs.AIarXiv:2311.10537v42023
Large Language Models in Finance: A Survey
Yinheng Li, Shaofei Wang, Han Ding +1
q-fin.GNcs.AIcs.CLarXiv:2311.10723v22023
Learning Interactive Real-World Simulators
Sherry Yang, Yilun Du, Kamyar Ghasemipour +4
cs.AIarXiv:2310.06114v32023
The Stack: 3 TB of permissively licensed source code
Denis Kocetkov, Raymond Li, Loubna Ben Allal +10
cs.CLcs.AIarXiv:2211.15533v12022
Disparities in Dermatology AI Performance on a Diverse, Curated Clinical Image Set
Roxana Daneshjou, Kailas Vodrahalli, Roberto A Novoa +16
eess.IVcs.AIcs.CVarXiv:2203.08807v12022
Milestones in Autonomous Driving and Intelligent Vehicles: Survey of Surveys
Long Chen, Yuchen Li, Chao Huang +13
cs.ROcs.AIarXiv:2303.17220v12023
LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language Models
Neel Guha, Julian Nyarko, Daniel E. Ho +37
cs.CLcs.AIcs.CYarXiv:2308.11462v12023
A Categorical Archive of ChatGPT Failures
Ali Borji
cs.CLcs.AIcs.LGarXiv:2302.03494v82023
A Survey on Model Compression for Large Language Models
Xunyu Zhu, Jian Li, Yong Liu +2
cs.CLcs.AIarXiv:2308.07633v42023
Domain-Adaptive ASR for Telephony AI Agents: Fine-tuning Canary Flash Models for Enterprise Contact Center Applications
Chanameth Boonpramuk, Winn Voravuthikunchai, Songpol Bunyang
cs.SDcs.AIarXiv:2608.24916v12026
ProgRouter: Online Progress-Guided Orchestration for Multi-Agent LLM Workflows under Quality-Cost Tradeoffs
Songyuan Li, Ahmed M. Abdelmoniem, Shiqiang Wang
cs.AIcs.MAarXiv:2608.25992v12026
Robustness and Regularization of Support Vector Machines
Huan Xu, Constantine Caramanis, Shie Mannor
cs.LGcs.AIarXiv:0803.3490v22008
MPDIoU: A Loss for Efficient and Accurate Bounding Box Regression
Siliang Ma, Yong Xu
cs.CVcs.AIarXiv:2307.07662v12023
Parallel Coordinate Descent Methods for Big Data Optimization
Peter Richtárik, Martin Takáč
math.OCcs.AIstat.MLarXiv:1212.0873v22012
Sparse Online Learning via Truncated Gradient
John Langford, Lihong Li, Tong Zhang
cs.LGcs.AIarXiv:0806.4686v22008
PolyMemDB: A Polyglot Database System for AI Memory Management
Yu Wang, Jiaheng Lu
cs.DBcs.AIarXiv:2608.25577v12026
Summaries:한국어
Clinical Graph-JEPA: Predictive Patient-State Knowledge Graphs for Cognitive Decision Support
Kushagra Yadav, Nalin Prabhath, Amit Lamba +3
cs.LGcs.AIarXiv:2608.22583v22026
Mastering Visual Continuous Control: Improved Data-Augmented Reinforcement Learning
Denis Yarats, Rob Fergus, Alessandro Lazaric +1
cs.AIcs.LGarXiv:2107.09645v12021
Inverse Reward Design
Dylan Hadfield-Menell, Smitha Milli, Pieter Abbeel +2
cs.AIcs.LGarXiv:1711.02827v22017
Large language models in healthcare and medical domain: A review
Zabir Al Nazi, Wei Peng
cs.CLcs.AIarXiv:2401.06775v22023

Artificial Intelligence

Automated Algorithm Selection: Survey and Perspectives

VLM-based automatic multi-granularity graph representation of building layouts for design informatics

TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables

Remember What You Want to Forget: Algorithms for Machine Unlearning

A Survey on Data Augmentation for Text Classification

Problems with Shapley-value-based explanations as feature importance measures

A Comprehensive Overview and Comparative Analysis on Deep Learning Models: CNN, RNN, LSTM, GRU

ARKitScenes: A Diverse Real-World Dataset For 3D Indoor Scene Understanding Using Mobile RGB-D Data

Learning Deep Neural Network Representations for Koopman Operators of Nonlinear Dynamical Systems

Data-centric Artificial Intelligence: A Survey

Words Can Shift: Dynamically Adjusting Word Representations Using Nonverbal Behaviors

HDLTex: Hierarchical Deep Learning for Text Classification

K-Net: Towards Unified Image Segmentation

Places: An Image Database for Deep Scene Understanding

Generative Language Modeling for Automated Theorem Proving

InfoVAE: Information Maximizing Variational Autoencoders

Rebuild Dossier: Mechanically-Enforced Specs for Agentic App Rebuilds, and What Model-Tier Failures Reveal

The Pitfalls of Simplicity Bias in Neural Networks

When May an Agent Stop? Evidence-Carrying Termination for Tool-Using LLMs

AudioPaLM: A Large Language Model That Can Speak and Listen

Multi-Instance Learning by Treating Instances As Non-I.I.D. Samples

Stabilizing Transformers for Reinforcement Learning

Filter-enhanced MLP is All You Need for Sequential Recommendation

Cognitive Architectures for Language Agents

Automated Feedback Generation for Introductory Programming Assignments

XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language Models

Analog Bits: Generating Discrete Data using Diffusion Models with Self-Conditioning

A Diverse Corpus for Evaluating and Developing English Math Word Problem Solvers

Device Placement Optimization with Reinforcement Learning

Discovering Dual-Origin Slow Wind from Solar Orbiter with Self-Supervised Contrastive Learning

GreenLeaf Law Embed Tiny: A Compact Embedding Model for Legal Domain Retrieval

Auditing the Synthetic Memoir: Measuring Scene-Level Confabulation in LLM-Generated Autobiography Against the Documented Record of the Life It Describes

Unnatural Instructions: Tuning Language Models with (Almost) No Human Labor

Balanced Multimodal Learning via On-the-fly Gradient Modulation

PhysElite: How Far Are LLMs from Solving Olympiad-Level Physics Problems?

Predicting Citywide Crowd Flows Using Deep Spatio-Temporal Residual Networks

Deep Parametric Continuous Convolutional Neural Networks

Character-LLM: A Trainable Agent for Role-Playing

KONTOGRAPH: Verified Point-in-Time Feature Consistency and Amortised Explanation for Real-Time Anti-Money Laundering under a 200 ms Decision Budget

LLM-Driven, Datasheet-Aware Automated Hardware Compatibility Verification for Early-Stage, Pre-Schematic Embedded System Design

MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning

Large Language Models in Finance: A Survey

Learning Interactive Real-World Simulators

The Stack: 3 TB of permissively licensed source code

Disparities in Dermatology AI Performance on a Diverse, Curated Clinical Image Set

Milestones in Autonomous Driving and Intelligent Vehicles: Survey of Surveys

LegalBench: A Collaboratively Built Benchmark for Measuring Legal Reasoning in Large Language Models

A Categorical Archive of ChatGPT Failures

A Survey on Model Compression for Large Language Models

Domain-Adaptive ASR for Telephony AI Agents: Fine-tuning Canary Flash Models for Enterprise Contact Center Applications

ProgRouter: Online Progress-Guided Orchestration for Multi-Agent LLM Workflows under Quality-Cost Tradeoffs

Robustness and Regularization of Support Vector Machines

MPDIoU: A Loss for Efficient and Accurate Bounding Box Regression

Parallel Coordinate Descent Methods for Big Data Optimization

Sparse Online Learning via Truncated Gradient

PolyMemDB: A Polyglot Database System for AI Memory Management

Clinical Graph-JEPA: Predictive Patient-State Knowledge Graphs for Cognitive Decision Support

Mastering Visual Continuous Control: Improved Data-Augmented Reinforcement Learning

Inverse Reward Design

Large language models in healthcare and medical domain: A review