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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19,921 to 19,980 of 27,706

FISGuard: Defending Against Membership Inference via Fixed Input Subspaces
Haocheng Jiang, Hua Shen
cs.CRcs.AIcs.DCarXiv:2608.27836v12026
VideoScore2: Think before You Score in Generative Video Evaluation
Xuan He, Dongfu Jiang, Ping Nie +21
cs.CVcs.AIcs.CLarXiv:2509.22799v12025
OS-Copilot: Towards Generalist Computer Agents with Self-Improvement
Zhiyong Wu, Chengcheng Han, Zichen Ding +5
cs.AIarXiv:2402.07456v22024
Disclosure-Gated User Simulation for Companion-Agent Evaluation
Yao Liu, Yu He
cs.CLcs.AIcs.HCarXiv:2609.00982v12026
Looking for a Handsome Carpenter! Debiasing GPT-3 Job Advertisements
Conrad Borchers, Dalia Sara Gala, Benjamin Gilburt +4
cs.CLcs.AIarXiv:2205.11374v12022
Full Attention Strikes Back: Transferring Full Attention into Sparse within Hundred Training Steps
Yanke Zhou, Yiduo Li, Hanlin Tang +6
cs.CLcs.AIarXiv:2605.16928v22026
Fairy2i: Training Complex LLMs from Real LLMs with All Parameters in $\{\pm 1, \pm i\}$
Feiyu Wang, Xinyu Tan, Bokai Huang +4
cs.LGcs.AIarXiv:2512.02901v32025
REPOT: Recoverable Program-of-Thought via Checkpoint Repair
Parsa Mazaheri
cs.SEcs.AIcs.CLarXiv:2605.30052v12026
Diffusion Models, Image Super-Resolution And Everything: A Survey
Brian B. Moser, Arundhati S. Shanbhag, Federico Raue +3
cs.CVcs.AIcs.LGarXiv:2401.00736v32024
From Benchmarks to Production: Transferring Time Series Anomaly Detection Methods for Electricity Production Monitoring
Nicolas Vautier, Paul Caron, Nardi Xhepi +4
cs.LGcs.AIcs.DBarXiv:2609.39257v12026
CVE-Bench: A Benchmark for AI Agents' Ability to Exploit Real-World Web Application Vulnerabilities
Yuxuan Zhu, Antony Kellermann, Dylan Bowman +13
cs.CRcs.AIarXiv:2503.17332v42025
Aplaud: Adaptive Personalized Low-Rank Decomposition for User-Specific LLM
Xinyu Li, Ruoming Jin, Jianfeng Zhu +2
cs.AIarXiv:2609.04738v12026
SuTRA : Structurally-Unified Tokenization with Root Awareness
Vaibhav Rathore, Siddhant Gole, Dadhichi Telwadkar +4
cs.CLcs.AIarXiv:2608.18087v12026
NesTok: Nested Self-Aligned 1D Tokenizer for Autoregressive Image Generation
Jiawei Zhang, Shuhao Liu, Rong Huang +4
cs.CVcs.AIarXiv:2609.36756v32026
EvoDS: Self-Evolving Autonomous Data Science Agent with Skill Learning and Context Management
Zherui Yang, Fan Liu, Yansong Ning +1
cs.AIarXiv:2606.03841v12026
No Prompt Left Behind: Exploiting Zero-Variance Prompts in LLM Reinforcement Learning via Entropy-Guided Advantage Shaping
Thanh-Long V. Le, Myeongho Jeon, Kim Vu +2
cs.CLcs.AIcs.LGarXiv:2509.21880v32025
Surgical Fine-Tuning Improves Adaptation to Distribution Shifts
Yoonho Lee, Annie S. Chen, Fahim Tajwar +4
cs.LGcs.AIarXiv:2210.11466v32022
Don't Let the Model Write the YAML: Deterministic, Minimal-Diff GitOps Remediation from LLM-Proposed Field Changes
Pruthvi Davineni
cs.SEcs.AIcs.DCarXiv:2609.00227v12026
Sensitivity and Generalization in Neural Networks: an Empirical Study
Roman Novak, Yasaman Bahri, Daniel A. Abolafia +2
stat.MLcs.AIcs.LGarXiv:1802.08760v32018
ShamAN-Q: Shampoo Augmented NanoQuant for Sub-1-bit LLM Weights
Jonathan Mei, Sang Hyub Kim, Oliver Knitter +2
cs.LGcs.AIstat.MLarXiv:2609.38521v12026
Are Video Reasoning Models Ready to Go Outside?
Yangfan He, Changgyu Boo, Jaehong Yoon
cs.CVcs.AIarXiv:2603.10652v32026
Robust (Controlled) Table-to-Text Generation with Structure-Aware Equivariance Learning
Fei Wang, Zhewei Xu, Pedro Szekely +1
cs.CLcs.AIcs.LGarXiv:2205.03972v12022
Hierarchical multimodal transformers for Multi-Page DocVQA
Rubèn Tito, Dimosthenis Karatzas, Ernest Valveny
cs.CVcs.AIcs.CLarXiv:2212.05935v22022
ASPIRE: Agentic /Skills Discovery for Robotics
Runyu Lu, Yubo Wu, Ethan Kou +11
cs.ROcs.AIcs.MAarXiv:2607.00272v12026
Analyzing the Adoption Challenges of the Internet of Things (IoT) and Artificial Intelligence (AI) for Smart Cities in China
Ke Wang, Yafei Zhao, Rajan Kumar Gangadhari +1
cs.CYcs.AIarXiv:2205.01067v12022
The Singular Values of Convolutional Layers
Hanie Sedghi, Vineet Gupta, Philip M. Long
cs.LGcs.AIstat.MLarXiv:1805.10408v22018
A Survey on Over-the-Air Computation
Alphan Sahin, Rui Yang
cs.ITcs.AIeess.SParXiv:2210.11350v52022
How assigned AI use before class shapes active student engagement in class
Dan J. Wang, Neelam Modi Jain, Vanessa Burbano +5
cs.HCcs.AIarXiv:2610.10463v12026
CEO-Bench: Can Agents Play the Long Game?
Haozhe Chen, Karthik Narasimhan, Zhuang Liu
cs.AIcs.CLcs.SEarXiv:2606.18543v22026
WorldSimProbe: Diagnosing Simulator Faithfulness in Action-Conditioned World Models for Embodied Manipulation
Peterson Co, Sicheng Hu, Chunxuan Jiao +17
cs.ROcs.AIarXiv:2608.09298v12026
MUTR3D: A Multi-camera Tracking Framework via 3D-to-2D Queries
Tianyuan Zhang, Xuanyao Chen, Yue Wang +2
cs.CVcs.AIarXiv:2205.00613v12022
GeoGR: Spatial-Semantic Token Compression and Group Routing for Efficient 3D VLMs
Yongxin Zheng, Hao Wu, Fang Li +8
cs.CVcs.AIcs.CLarXiv:2610.13035v12026
Computer Vision for Road Imaging and Pothole Detection: A State-of-the-Art Review of Systems and Algorithms
Nachuan Ma, Jiahe Fan, Wenshuo Wang +4
cs.CVcs.AIcs.LGarXiv:2204.13590v12022
Security-Enhanced Seed-Based Weight Quantization for Large Language Models
Qiuyu Ren, Sudipta Paria, Aritra Dasgupta +1
cs.CRcs.AIcs.LGarXiv:2609.38477v12026
Combinatorial Creativity: A New Frontier in Generalization Abilities
Samuel Schapiro, Sumuk Shashidhar, Alexi Gladstone +4
cs.AIcs.LGarXiv:2509.21043v52025
REALM: RAG-Driven Enhancement of Multimodal Electronic Health Records Analysis via Large Language Models
Yinghao Zhu, Changyu Ren, Shiyun Xie +8
cs.AIarXiv:2402.07016v12024
MagicMotion: Controllable Video Generation with Dense-to-Sparse Trajectory Guidance
Quanhao Li, Zhen Xing, Rui Wang +3
cs.CVcs.AIcs.LGarXiv:2503.16421v32025
The pitfalls of next-token prediction
Gregor Bachmann, Vaishnavh Nagarajan
cs.CLcs.AIcs.LGarXiv:2403.06963v32024
Toward a Graded Measure of Belief Stability in Large Language Models
Samantha Dies, Branden Fitelson, Tina Eliassi-Rad
cs.CLcs.AIarXiv:2609.34158v12026
Looped World Models
Hongyuan Adam Lu, Z. L. Victor Wei, Qun Zhang +28
cs.LGcs.AIcs.CLarXiv:2606.18208v12026
Architecture as Capability Equalizer for Coding Agents
Arquimedes Canedo
cs.SEcs.AIcs.CLarXiv:2608.21747v12026
Co-Harness: Co-Evolving Harnesses and Model Weights for LLM Agents
Zhengyu Chen, Teng Xiao, Huaisheng Zhu +3
cs.AIcs.CLarXiv:2607.22688v12026
Masked Image Modeling Advances 3D Medical Image Analysis
Zekai Chen, Devansh Agarwal, Kshitij Aggarwal +5
cs.CVcs.AIcs.LGarXiv:2204.11716v22022
Agnostic Learning of Monomials by Halfspaces is Hard
Vitaly Feldman, Venkatesan Guruswami, Prasad Raghavendra +1
cs.CCcs.AIcs.LGarXiv:1012.0729v12010
Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective
Jiahe Fan, Yinghao Hou, Si Chen +3
cs.AIarXiv:2607.18026v12026
Imagination-Augmented Agents for Deep Reinforcement Learning
Théophane Weber, Sébastien Racanière, David P. Reichert +12
cs.LGcs.AIstat.MLarXiv:1707.06203v22017
Debating with More Persuasive LLMs Leads to More Truthful Answers
Akbir Khan, John Hughes, Dan Valentine +7
cs.AIcs.CLarXiv:2402.06782v42024
Automating Exploratory Proteomics Research via Language Models
Ning Ding, Shang Qu, Linhai Xie +13
cs.AIq-bio.QMarXiv:2411.03743v12024
ToolFailBench: Diagnosing Tool-Use Failures in LLM Agents
Harsh Soni
cs.CLcs.AIcs.SEarXiv:2607.04686v12026
From Out-of-Distribution Detection to Hallucination Detection: A Geometric View
Litian Liu, Reza Pourreza, Yubing Jian +2
cs.AIcs.CLarXiv:2602.07253v42026
ConceptFusion: Open-set Multimodal 3D Mapping
Krishna Murthy Jatavallabhula, Alihusein Kuwajerwala, Qiao Gu +14
cs.CVcs.AIcs.ROarXiv:2302.07241v32023
Generalized Proximal Policy Optimization: Unifying LLM RL Algorithms from the Perspective of Divergence
Zhicheng Cai, Xinyuan Guo, Hanlin Wu +5
cs.LGcs.AIarXiv:2610.13015v12026
Well-classified Examples are Underestimated in Classification with Deep Neural Networks
Guangxiang Zhao, Wenkai Yang, Xuancheng Ren +3
cs.LGcs.AIcs.CLarXiv:2110.06537v62021
Learning Dexterous Manipulation Using Contact Wrench Guidance From Human Demonstration
Xinghao Zhu, Zixi Liu, Shalin Jain +18
cs.ROcs.AIcs.CVarXiv:2607.00033v22026
Counting Moves, Weighing Voices: Bayesian Dialectical Argumentation for Calibrated Multi-LLM Councils under Persistent Adversaries
Ionel Eduard Stan, Paolo Napoletano
cs.AIarXiv:2610.02005v12026
Deep Successor Reinforcement Learning
Tejas D. Kulkarni, Ardavan Saeedi, Simanta Gautam +1
stat.MLcs.AIcs.LGarXiv:1606.02396v12016
Jatmo: Prompt Injection Defense by Task-Specific Finetuning
Julien Piet, Maha Alrashed, Chawin Sitawarin +5
cs.CRcs.AIcs.CLarXiv:2312.17673v22023
On the Off-Policy Teacher in On-Policy Distillation
Langlin Huang, Hao Liu, Mononito Goswami +5
cs.LGcs.AIcs.CLarXiv:2609.38360v12026
Variants of RMSProp and Adagrad with Logarithmic Regret Bounds
Mahesh Chandra Mukkamala, Matthias Hein
cs.LGcs.AIcs.CVarXiv:1706.05507v22017
HarnessPAI: An Evolving Harness for Physical AI
Xin Wang, Wenhao Wu, Menghao Zhang +20
cs.ROcs.AIarXiv:2609.29166v12026

Artificial Intelligence

FISGuard: Defending Against Membership Inference via Fixed Input Subspaces

VideoScore2: Think before You Score in Generative Video Evaluation

OS-Copilot: Towards Generalist Computer Agents with Self-Improvement

Disclosure-Gated User Simulation for Companion-Agent Evaluation

Looking for a Handsome Carpenter! Debiasing GPT-3 Job Advertisements

Full Attention Strikes Back: Transferring Full Attention into Sparse within Hundred Training Steps

Fairy2i: Training Complex LLMs from Real LLMs with All Parameters in $\{\pm 1, \pm i\}$

REPOT: Recoverable Program-of-Thought via Checkpoint Repair

Diffusion Models, Image Super-Resolution And Everything: A Survey

From Benchmarks to Production: Transferring Time Series Anomaly Detection Methods for Electricity Production Monitoring

CVE-Bench: A Benchmark for AI Agents' Ability to Exploit Real-World Web Application Vulnerabilities

Aplaud: Adaptive Personalized Low-Rank Decomposition for User-Specific LLM

SuTRA : Structurally-Unified Tokenization with Root Awareness

NesTok: Nested Self-Aligned 1D Tokenizer for Autoregressive Image Generation

EvoDS: Self-Evolving Autonomous Data Science Agent with Skill Learning and Context Management

No Prompt Left Behind: Exploiting Zero-Variance Prompts in LLM Reinforcement Learning via Entropy-Guided Advantage Shaping

Surgical Fine-Tuning Improves Adaptation to Distribution Shifts

Don't Let the Model Write the YAML: Deterministic, Minimal-Diff GitOps Remediation from LLM-Proposed Field Changes

Sensitivity and Generalization in Neural Networks: an Empirical Study

ShamAN-Q: Shampoo Augmented NanoQuant for Sub-1-bit LLM Weights

Are Video Reasoning Models Ready to Go Outside?

Robust (Controlled) Table-to-Text Generation with Structure-Aware Equivariance Learning

Hierarchical multimodal transformers for Multi-Page DocVQA

ASPIRE: Agentic /Skills Discovery for Robotics

Analyzing the Adoption Challenges of the Internet of Things (IoT) and Artificial Intelligence (AI) for Smart Cities in China

The Singular Values of Convolutional Layers

A Survey on Over-the-Air Computation

How assigned AI use before class shapes active student engagement in class

CEO-Bench: Can Agents Play the Long Game?

WorldSimProbe: Diagnosing Simulator Faithfulness in Action-Conditioned World Models for Embodied Manipulation

MUTR3D: A Multi-camera Tracking Framework via 3D-to-2D Queries

GeoGR: Spatial-Semantic Token Compression and Group Routing for Efficient 3D VLMs

Computer Vision for Road Imaging and Pothole Detection: A State-of-the-Art Review of Systems and Algorithms

Security-Enhanced Seed-Based Weight Quantization for Large Language Models

Combinatorial Creativity: A New Frontier in Generalization Abilities

REALM: RAG-Driven Enhancement of Multimodal Electronic Health Records Analysis via Large Language Models

MagicMotion: Controllable Video Generation with Dense-to-Sparse Trajectory Guidance

The pitfalls of next-token prediction

Toward a Graded Measure of Belief Stability in Large Language Models

Looped World Models

Architecture as Capability Equalizer for Coding Agents

Co-Harness: Co-Evolving Harnesses and Model Weights for LLM Agents

Masked Image Modeling Advances 3D Medical Image Analysis

Agnostic Learning of Monomials by Halfspaces is Hard

Rethinking Heterogeneous LLM Merging: A Weighted Model Averaging Perspective

Imagination-Augmented Agents for Deep Reinforcement Learning

Debating with More Persuasive LLMs Leads to More Truthful Answers

Automating Exploratory Proteomics Research via Language Models

ToolFailBench: Diagnosing Tool-Use Failures in LLM Agents

From Out-of-Distribution Detection to Hallucination Detection: A Geometric View

ConceptFusion: Open-set Multimodal 3D Mapping

Generalized Proximal Policy Optimization: Unifying LLM RL Algorithms from the Perspective of Divergence

Well-classified Examples are Underestimated in Classification with Deep Neural Networks

Learning Dexterous Manipulation Using Contact Wrench Guidance From Human Demonstration

Counting Moves, Weighing Voices: Bayesian Dialectical Argumentation for Calibrated Multi-LLM Councils under Persistent Adversaries

Deep Successor Reinforcement Learning

Jatmo: Prompt Injection Defense by Task-Specific Finetuning

On the Off-Policy Teacher in On-Policy Distillation

Variants of RMSProp and Adagrad with Logarithmic Regret Bounds

HarnessPAI: An Evolving Harness for Physical AI