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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6,301 to 6,360 of 15,404

TabLLM: Few-shot Classification of Tabular Data with Large Language Models
Stefan Hegselmann, Alejandro Buendia, Hunter Lang +3
cs.CLcs.AIarXiv:2210.10723v22022
Pure Transformers are Powerful Graph Learners
Jinwoo Kim, Tien Dat Nguyen, Seonwoo Min +4
cs.LGcs.AIarXiv:2207.02505v22022
UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning
Haoming Wang, Haoyang Zou, Huatong Song +109
cs.AIcs.CLcs.CVarXiv:2509.02544v22025
Solving Quantitative Reasoning Problems with Language Models
Aitor Lewkowycz, Anders Andreassen, David Dohan +11
cs.CLcs.AIcs.LGarXiv:2206.14858v22022
EmbeddingGemma: Powerful and Lightweight Text Representations
Henrique Schechter Vera, Sahil Dua, Biao Zhang +86
cs.CLcs.AIarXiv:2509.20354v32025
Improving Graph Collaborative Filtering with Neighborhood-enriched Contrastive Learning
Zihan Lin, Changxin Tian, Yupeng Hou +1
cs.IRcs.AIarXiv:2202.06200v22022
TransMorph: Transformer for unsupervised medical image registration
Junyu Chen, Eric C. Frey, Yufan He +3
eess.IVcs.AIcs.CVarXiv:2111.10480v62021
MultiBench: Multiscale Benchmarks for Multimodal Representation Learning
Paul Pu Liang, Yiwei Lyu, Xiang Fan +9
cs.LGcs.AIcs.CLarXiv:2107.07502v22021
Preservation of the Global Knowledge by Not-True Distillation in Federated Learning
Gihun Lee, Minchan Jeong, Yongjin Shin +2
cs.LGcs.AIcs.CVarXiv:2106.03097v52021
MITRE at SemEval-2016 Task 6: Transfer Learning for Stance Detection
Guido Zarrella, Amy Marsh
cs.AIcs.CLarXiv:1606.03784v12016
STAN: Spatio-Temporal Attention Network for Next Location Recommendation
Yingtao Luo, Qiang Liu, Zhaocheng Liu
cs.IRcs.AIarXiv:2102.04095v12021
On the eigenvector bias of Fourier feature networks: From regression to solving multi-scale PDEs with physics-informed neural networks
Sifan Wang, Hanwen Wang, Paris Perdikaris
cs.LGcs.AIstat.MLarXiv:2012.10047v12020
QPLEX: Duplex Dueling Multi-Agent Q-Learning
Jianhao Wang, Zhizhou Ren, Terry Liu +2
cs.LGcs.AIcs.MAarXiv:2008.01062v32020
Decision-Making with Auto-Encoding Variational Bayes
Romain Lopez, Pierre Boyeau, Nir Yosef +2
stat.MLcs.AIcs.LGarXiv:2002.07217v32020
Meta-World: A Benchmark and Evaluation for Multi-Task and Meta Reinforcement Learning
Tianhe Yu, Deirdre Quillen, Zhanpeng He +7
cs.LGcs.AIcs.ROarXiv:1910.10897v22019
Graph Neural Tangent Kernel: Fusing Graph Neural Networks with Graph Kernels
Simon S. Du, Kangcheng Hou, Barnabás Póczos +3
cs.LGcs.AIcs.CVarXiv:1905.13192v22019
Text Classification Algorithms: A Survey
Kamran Kowsari, Kiana Jafari Meimandi, Mojtaba Heidarysafa +3
cs.LGcs.AIcs.CLarXiv:1904.08067v52019
Deep Reinforcement Learning for Sepsis Treatment
Aniruddh Raghu, Matthieu Komorowski, Imran Ahmed +3
cs.AIcs.LGarXiv:1711.09602v12017
Mercury: Ultra-Fast Language Models Based on Diffusion
Inception Labs, Samar Khanna, Siddhant Kharbanda +10
cs.CLcs.AIcs.LGarXiv:2506.17298v12025
A Survey on Traffic Signal Control Methods
Hua Wei, Guanjie Zheng, Vikash Gayah +1
cs.LGcs.AIstat.MLarXiv:1904.08117v32019
Three scenarios for continual learning
Gido M. van de Ven, Andreas S. Tolias
cs.LGcs.AIcs.CVarXiv:1904.07734v12019
Large Batch Optimization for Deep Learning: Training BERT in 76 minutes
Yang You, Jing Li, Sashank Reddi +7
cs.LGcs.AIcs.CLarXiv:1904.00962v52019
Soft Actor-Critic Algorithms and Applications
Tuomas Haarnoja, Aurick Zhou, Kristian Hartikainen +8
cs.LGcs.AIcs.ROarXiv:1812.05905v22018
The relativistic discriminator: a key element missing from standard GAN
Alexia Jolicoeur-Martineau
cs.LGcs.AIcs.CRarXiv:1807.00734v32018
Understanding Batch Normalization
Johan Bjorck, Carla Gomes, Bart Selman +1
cs.LGcs.AIstat.MLarXiv:1806.02375v42018
Deep Sequence Learning with Auxiliary Information for Traffic Prediction
Binbing Liao, Jingqing Zhang, Chao Wu +5
cs.CVcs.AIarXiv:1806.07380v12018
TADAM: Task dependent adaptive metric for improved few-shot learning
Boris N. Oreshkin, Pau Rodriguez, Alexandre Lacoste
cs.LGcs.AIcs.CVarXiv:1805.10123v42018
Data-Efficient Hierarchical Reinforcement Learning
Ofir Nachum, Shixiang Gu, Honglak Lee +1
cs.LGcs.AIstat.MLarXiv:1805.08296v42018
Selective Experience Replay for Lifelong Learning
David Isele, Akansel Cosgun
cs.AIarXiv:1802.10269v12018
Mean Field Multi-Agent Reinforcement Learning
Yaodong Yang, Rui Luo, Minne Li +3
cs.MAcs.AIcs.LGarXiv:1802.05438v52018
Reasoning with Latent Thoughts: On the Power of Looped Transformers
Nikunj Saunshi, Nishanth Dikkala, Zhiyuan Li +2
cs.CLcs.AIcs.LGarXiv:2502.17416v12025
Deep Learning for Physical Processes: Incorporating Prior Scientific Knowledge
Emmanuel de Bezenac, Arthur Pajot, Patrick Gallinari
cs.AIcs.LGstat.MLarXiv:1711.07970v22017
$Q$- and $A$-Learning Methods for Estimating Optimal Dynamic Treatment Regimes
Phillip J. Schulte, Anastasios A. Tsiatis, Eric B. Laber +1
stat.MEcs.AIarXiv:1202.4177v32012
Ensembles of Multiple Models and Architectures for Robust Brain Tumour Segmentation
Konstantinos Kamnitsas, Wenjia Bai, Enzo Ferrante +8
cs.CVcs.AIcs.LGarXiv:1711.01468v12017
A systematic study of the class imbalance problem in convolutional neural networks
Mateusz Buda, Atsuto Maki, Maciej A. Mazurowski
cs.CVcs.AIcs.LGarXiv:1710.05381v22017
Safe and Nested Subgame Solving for Imperfect-Information Games
Noam Brown, Tuomas Sandholm
cs.AIcs.GTarXiv:1705.02955v32017
Minimax Regret Bounds for Reinforcement Learning
Mohammad Gheshlaghi Azar, Ian Osband, Rémi Munos
stat.MLcs.AIcs.LGarXiv:1703.05449v22017
Bridging the Gap Between Value and Policy Based Reinforcement Learning
Ofir Nachum, Mohammad Norouzi, Kelvin Xu +1
cs.AIcs.LGstat.MLarXiv:1702.08892v32017
MemAgent: Reshaping Long-Context LLM with Multi-Conv RL-based Memory Agent
Hongli Yu, Tinghong Chen, Jiangtao Feng +8
cs.CLcs.AIcs.LGarXiv:2507.02259v22025
Generative Adversarial Imitation Learning
Jonathan Ho, Stefano Ermon
cs.LGcs.AIarXiv:1606.03476v12016
Unifying Count-Based Exploration and Intrinsic Motivation
Marc G. Bellemare, Sriram Srinivasan, Georg Ostrovski +3
cs.AIcs.LGstat.MLarXiv:1606.01868v22016
Adversarial Feature Learning
Jeff Donahue, Philipp Krähenbühl, Trevor Darrell
cs.LGcs.AIcs.CVarXiv:1605.09782v72016
Efficient Multi-Scale 3D CNN with Fully Connected CRF for Accurate Brain Lesion Segmentation
Konstantinos Kamnitsas, Christian Ledig, Virginia F. J. Newcombe +5
cs.CVcs.AIarXiv:1603.05959v32016
DeepResearcher: Scaling Deep Research via Reinforcement Learning in Real-world Environments
Yuxiang Zheng, Dayuan Fu, Xiangkun Hu +4
cs.AIcs.CLcs.LGarXiv:2504.03160v42025
Gated Graph Sequence Neural Networks
Yujia Li, Daniel Tarlow, Marc Brockschmidt +1
cs.LGcs.AIcs.NEarXiv:1511.05493v42015
The Ubuntu Dialogue Corpus: A Large Dataset for Research in Unstructured Multi-Turn Dialogue Systems
Ryan Lowe, Nissan Pow, Iulian Serban +1
cs.CLcs.AIcs.LGarXiv:1506.08909v32015
Hinge-Loss Markov Random Fields and Probabilistic Soft Logic
Stephen H. Bach, Matthias Broecheler, Bert Huang +1
cs.LGcs.AIstat.MLarXiv:1505.04406v32015
Learning Dependency-Based Compositional Semantics
Percy Liang, Michael I. Jordan, Dan Klein
cs.AIarXiv:1109.6841v12011
HiLRP: Toward One Trustworthy Explanation for Vision Transformer: Conservation-Valid Attribution via Attention Primitives
Sathiyamohan Nishankar, Pubudu Sanjeewani, Asanka Perera +1
cs.CVcs.AIarXiv:2609.01282v12026
StainPresetNet: Stain Preset Network for Fast Multi-to-Multi Stain Normalization
Hongtao Kang, Die Luo, Li Chen +4
cs.CVcs.AIarXiv:2609.01146v12026
Adaptive Submodularity: Theory and Applications in Active Learning and Stochastic Optimization
Daniel Golovin, Andreas Krause
cs.LGcs.AIcs.DSarXiv:1003.3967v52010
HVI: A New Color Space for Low-light Image Enhancement
Qingsen Yan, Yixu Feng, Cheng Zhang +6
cs.CVcs.AIcs.LGarXiv:2502.20272v22025
Monkeypox Skin Lesion Detection Using Deep Learning Models: A Feasibility Study
Shams Nafisa Ali, Md. Tazuddin Ahmed, Joydip Paul +4
cs.CVcs.AIeess.IVarXiv:2207.03342v12022
Solaris: Towards Interfaces That Are Generated, Not Coded
Yuval Alaluf, Omri Avrahami, Guy Bukchin Leshem +18
cs.CVcs.AIarXiv:2609.00776v12026
AgentFactory: Towards Automated Agentic System Design and Optimization
Enci Zhang, Haofeng Wang, Yuesheng Zhu +2
cs.AIarXiv:2609.01045v12026
WISE: A World Knowledge-Informed Semantic Evaluation for Text-to-Image Generation
Yuwei Niu, Munan Ning, Mengren Zheng +9
cs.CVcs.AIcs.CLarXiv:2503.07265v42025
Machine Learning for Wireless Connectivity and Security of Cellular-Connected UAVs
Ursula Challita, Aidin Ferdowsi, Mingzhe Chen +1
cs.ITcs.AIarXiv:1804.05348v32018
Scalable Best-of-N Selection for Large Language Models via Self-Certainty
Zhewei Kang, Xuandong Zhao, Dawn Song
cs.CLcs.AIcs.LGarXiv:2502.18581v32025
SWE-RL: Advancing LLM Reasoning via Reinforcement Learning on Open Software Evolution
Yuxiang Wei, Olivier Duchenne, Jade Copet +6
cs.SEcs.AIcs.CLarXiv:2502.18449v22025
Instella-MoE Technical Report
Jiang Liu, Sudhanshu Ranjan, Prakamya Mishra +10
cs.CLcs.AIarXiv:2609.00791v12026

Artificial Intelligence

TabLLM: Few-shot Classification of Tabular Data with Large Language Models

Pure Transformers are Powerful Graph Learners

UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning

Solving Quantitative Reasoning Problems with Language Models

EmbeddingGemma: Powerful and Lightweight Text Representations

Improving Graph Collaborative Filtering with Neighborhood-enriched Contrastive Learning

TransMorph: Transformer for unsupervised medical image registration

MultiBench: Multiscale Benchmarks for Multimodal Representation Learning

Preservation of the Global Knowledge by Not-True Distillation in Federated Learning

MITRE at SemEval-2016 Task 6: Transfer Learning for Stance Detection

STAN: Spatio-Temporal Attention Network for Next Location Recommendation

On the eigenvector bias of Fourier feature networks: From regression to solving multi-scale PDEs with physics-informed neural networks

QPLEX: Duplex Dueling Multi-Agent Q-Learning

Decision-Making with Auto-Encoding Variational Bayes

Meta-World: A Benchmark and Evaluation for Multi-Task and Meta Reinforcement Learning

Graph Neural Tangent Kernel: Fusing Graph Neural Networks with Graph Kernels

Text Classification Algorithms: A Survey

Deep Reinforcement Learning for Sepsis Treatment

Mercury: Ultra-Fast Language Models Based on Diffusion

A Survey on Traffic Signal Control Methods

Three scenarios for continual learning

Large Batch Optimization for Deep Learning: Training BERT in 76 minutes

Soft Actor-Critic Algorithms and Applications

The relativistic discriminator: a key element missing from standard GAN

Understanding Batch Normalization

Deep Sequence Learning with Auxiliary Information for Traffic Prediction

TADAM: Task dependent adaptive metric for improved few-shot learning

Data-Efficient Hierarchical Reinforcement Learning

Selective Experience Replay for Lifelong Learning

Mean Field Multi-Agent Reinforcement Learning

Reasoning with Latent Thoughts: On the Power of Looped Transformers

Deep Learning for Physical Processes: Incorporating Prior Scientific Knowledge

$Q$- and $A$-Learning Methods for Estimating Optimal Dynamic Treatment Regimes

Ensembles of Multiple Models and Architectures for Robust Brain Tumour Segmentation

A systematic study of the class imbalance problem in convolutional neural networks

Safe and Nested Subgame Solving for Imperfect-Information Games

Minimax Regret Bounds for Reinforcement Learning

Bridging the Gap Between Value and Policy Based Reinforcement Learning

MemAgent: Reshaping Long-Context LLM with Multi-Conv RL-based Memory Agent

Generative Adversarial Imitation Learning

Unifying Count-Based Exploration and Intrinsic Motivation

Adversarial Feature Learning

Efficient Multi-Scale 3D CNN with Fully Connected CRF for Accurate Brain Lesion Segmentation

DeepResearcher: Scaling Deep Research via Reinforcement Learning in Real-world Environments

Gated Graph Sequence Neural Networks

The Ubuntu Dialogue Corpus: A Large Dataset for Research in Unstructured Multi-Turn Dialogue Systems

Hinge-Loss Markov Random Fields and Probabilistic Soft Logic

Learning Dependency-Based Compositional Semantics

HiLRP: Toward One Trustworthy Explanation for Vision Transformer: Conservation-Valid Attribution via Attention Primitives

StainPresetNet: Stain Preset Network for Fast Multi-to-Multi Stain Normalization

Adaptive Submodularity: Theory and Applications in Active Learning and Stochastic Optimization

HVI: A New Color Space for Low-light Image Enhancement

Monkeypox Skin Lesion Detection Using Deep Learning Models: A Feasibility Study

Solaris: Towards Interfaces That Are Generated, Not Coded

AgentFactory: Towards Automated Agentic System Design and Optimization

WISE: A World Knowledge-Informed Semantic Evaluation for Text-to-Image Generation

Machine Learning for Wireless Connectivity and Security of Cellular-Connected UAVs

Scalable Best-of-N Selection for Large Language Models via Self-Certainty

SWE-RL: Advancing LLM Reasoning via Reinforcement Learning on Open Software Evolution

Instella-MoE Technical Report