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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11,401 to 11,460 of 15,409

Right for the Right Reasons: Training Differentiable Models by Constraining their Explanations
Andrew Slavin Ross, Michael C. Hughes, Finale Doshi-Velez
cs.LGcs.AIstat.MLarXiv:1703.03717v22017
Deep Learning for Time Series Anomaly Detection: A Survey
Zahra Zamanzadeh Darban, Geoffrey I. Webb, Shirui Pan +2
cs.LGcs.AIarXiv:2211.05244v32022
RLAIF vs. RLHF: Scaling Reinforcement Learning from Human Feedback with AI Feedback
Harrison Lee, Samrat Phatale, Hassan Mansoor +8
cs.CLcs.AIcs.LGarXiv:2309.00267v32023
Can MLLMs Read Students' Minds? Unpacking Multimodal Error Analysis in Handwritten Math
Dingjie Song, Tianlong Xu, Yi-Fan Zhang +6
cs.AIcs.CLcs.CVarXiv:2603.24961v12026
Voxtral TTS
Mistral-AI, :, Alexander H. Liu +186
cs.AIarXiv:2603.25551v22026
Working Notes on Late Interaction Dynamics: Analyzing Targeted Behaviors of Late Interaction Models
Antoine Edy, Max Conti, Quentin Macé
cs.IRcs.AIcs.CLarXiv:2603.26259v22026
HiDiffTIR: Hierarchical Difficulty-Aware Policy Optimization for Multi-Turn Tool-Integrated Reasoning
Yucan Guo, Xiaohan Wang, Miao Su +8
cs.CLcs.AIarXiv:2608.21863v12026
DAG-GNN: DAG Structure Learning with Graph Neural Networks
Yue Yu, Jie Chen, Tian Gao +1
cs.LGcs.AIstat.MLarXiv:1904.10098v12019
How is ChatGPT's behavior changing over time?
Lingjiao Chen, Matei Zaharia, James Zou
cs.CLcs.AIcs.LGarXiv:2307.09009v32023
daVinci-LLM:Towards the Science of Pretraining
Yiwei Qin, Yixiu Liu, Tiantian Mi +12
cs.AIcs.CLarXiv:2603.27164v12026
VirtualHome: Simulating Household Activities via Programs
Xavier Puig, Kevin Ra, Marko Boben +4
cs.CVcs.AIcs.LGarXiv:1806.07011v12018
Unified Training of Universal Time Series Forecasting Transformers
Gerald Woo, Chenghao Liu, Akshat Kumar +3
cs.LGcs.AIarXiv:2402.02592v22024
EpochX: Building the Infrastructure for an Emergent Agent Civilization
Huacan Wang, Chaofa Yuan, Xialie Zhuang +15
cs.AIcs.MAarXiv:2603.27304v12026
MatReplace: A Reference-Free, Conditioning-Aligned Benchmark for Material Replacement in Interior Scenes
Mingzhe Du, Thong Thanh Nguyen, Nguyen Tran Cong Duy +2
cs.CVcs.AIarXiv:2608.24107v12026
STRIVE: Multi-Agent Structured Temporal Reasoning with Integrated Verification for Longitudinal Radiology Report Generation
Junyeong Maeng, Eunsong Kang, Heung-Il Suk
cs.AIarXiv:2608.24237v12026
ESQ-Bench: A Multi-Tier Enterprise Oracle Benchmark for Evaluating NL2SQL Dialect Generalization and Silent Semantic Divergence
Sanjay Mishra, Divya Chukkapalli, Ganesh R. Naik
cs.AIarXiv:2608.23569v12026
Generative artificial intelligence enhances creativity but reduces the diversity of novel content
Anil R. Doshi, Oliver P. Hauser
cs.HCcs.AIecon.GNarXiv:2312.00506v32023
Decolonial AI: Decolonial Theory as Sociotechnical Foresight in Artificial Intelligence
Shakir Mohamed, Marie-Therese Png, William Isaac
cs.CYcs.AIcs.LGarXiv:2007.04068v12020
Syn2RealTrack: Bridging the Gap Between Synthetic and Real-World Datasets for Online Multi-View Multi-Target Tracking
Duong Nguyen-Ngoc Tran, Ngoc Doan-Minh Huynh, Cu Quoc Le +10
cs.CVcs.AIarXiv:2608.24130v12026
Rethinking Pre-Training and Augmentation for Zero-Shot Cross-City Object Detection
Long Hoang Pham, Quoc Pham-Nam Ho, Huy-Hung Nguyen +10
cs.CVcs.AIarXiv:2608.24154v12026
Infant Care Video Dataset for Classification of Interventions Using Transformers
Igor Bogdanov, James Green
cs.CVcs.AIcs.LGarXiv:2608.23838v12026
A Comparative Study in Surgical AI: Potential and Limitations of Data, Compute, and Scaling
Kirill Skobelev, Eric Fithian, Yegor Baranovski +9
cs.AIcs.CVcs.LGarXiv:2603.27341v42026
When and why vision-language models behave like bags-of-words, and what to do about it?
Mert Yuksekgonul, Federico Bianchi, Pratyusha Kalluri +2
cs.CVcs.AIcs.CLarXiv:2210.01936v32022
Relative Time Intervals Representation for Word-level Timestamping with Masked Training
Quanwei Tang, Zhiyu Tang, Xu Li +3
cs.AIarXiv:2608.24041v12026
RENDER: Controlling Reader-Facing Evidence in LLM Memory Evaluation
Yuan Si, Simeng Han, Daming Li +1
cs.AIarXiv:2608.23568v12026
Explainable Machine Learning in Deployment
Umang Bhatt, Alice Xiang, Shubham Sharma +7
cs.LGcs.AIcs.CYarXiv:1909.06342v42019
ChorusTIC: Training-Free Multivariate Time Series Classification via Chorus In-Context Learning
Juntao Fang, Shifeng Xie, Ruichu Cai +6
cs.LGcs.AIstat.MLarXiv:2608.24033v12026
A Human-Factors Guided Cognitive Model of Visuospatial Complexity in Embodied Active Vision
Vasiliki Kondyli, Jakob Suchan, Mehul Bhatt
q-bio.NCcs.AIcs.CVarXiv:2608.23572v12026
Understand and Accelerate Memory Processing Pipeline for Large Language Model Inference
Zifan He, Rui Ma, Yizhou Sun +1
cs.DCcs.AIarXiv:2603.29002v32026
On Predicting Vulnerability Severity Using In-Context Learning: An Industrial Case Study
Daniel Rodriguez-Cardenas, David Nader Palacio, Anna Schmedding +8
cs.CRcs.AIarXiv:2608.22089v12026
Correcting Variable Importance Scored by Random Forests
Guancheng Zhou, Haiping Xu, Jason Liu +1
stat.MEcs.AIcs.LGarXiv:2606.10770v12026
CALVIN: A Benchmark for Language-Conditioned Policy Learning for Long-Horizon Robot Manipulation Tasks
Oier Mees, Lukas Hermann, Erick Rosete-Beas +1
cs.ROcs.AIcs.CLarXiv:2112.03227v42021
KSE-Web: An Analysis of Hybrid Retrieval and LLM-Assisted Query Expansion for Low-Resource Khmer Semantic Search
Nimol Thuon
cs.CLcs.AIcs.IRarXiv:2608.21365v12026
MMFace-DiT: A Dual-Stream Diffusion Transformer for High-Fidelity Multimodal Face Generation
Bharath Krishnamurthy, Ajita Rattani
cs.CVcs.AIarXiv:2603.29029v12026
Improving Diffusion Models for Inverse Problems using Manifold Constraints
Hyungjin Chung, Byeongsu Sim, Dohoon Ryu +1
cs.LGcs.AIcs.CVarXiv:2206.00941v32022
Joint Extraction of Entities and Relations Based on a Novel Tagging Scheme
Suncong Zheng, Feng Wang, Hongyun Bao +3
cs.CLcs.AIcs.LGarXiv:1706.05075v12017
When Will AI Exceed Human Performance? Evidence from AI Experts
Katja Grace, John Salvatier, Allan Dafoe +2
cs.AIcs.CYarXiv:1705.08807v32017
Distinguishing Revision and Delayed Elaboration in Incremental Narrative Interpretation
Yi-Chun Chen
cs.CLcs.AIcs.MMarXiv:2608.21364v12026
Contrastive Decoding: Open-ended Text Generation as Optimization
Xiang Lisa Li, Ari Holtzman, Daniel Fried +5
cs.CLcs.AIcs.LGarXiv:2210.15097v22022
Reinforcement Learning on Benign Facts Amplifies Leakage of Memorized Private Data
Renfei Zhang, Niloofar Mireshghallah
cs.LGcs.AIarXiv:2608.21727v12026
Learning by Cheating
Dian Chen, Brady Zhou, Vladlen Koltun +1
cs.ROcs.AIcs.CVarXiv:1912.12294v12019
Eureka: Human-Level Reward Design via Coding Large Language Models
Yecheng Jason Ma, William Liang, Guanzhi Wang +6
cs.ROcs.AIcs.LGarXiv:2310.12931v22023
Wazobia Eval: A Benchmark for Nigerian Pidgin Emotion Understanding, Sarcasm Detection, and Cultural Reasoning
Stephanie Okoye
cs.CLcs.AIarXiv:2608.21369v12026
Why This, Not That? Mining User Profiles for Pair-wise Counterfactuals
Meysam Varasteh, Veronika Bogina, Noam Koenigstein +1
cs.IRcs.AIarXiv:2608.21662v12026
Determinants of Starting Salaries for Filipino Graduates: An Explainable Machine Learning Approach
Alexander Gabriel A. Aranes, John Michael C. Magpantay, Reginald Neil C. Recario +2
cs.CYcs.AIarXiv:2608.21383v12026
Model of Models: When Does Emitting a Specialist Beat Attending, Adapting, or Tuning?
John C. Howell
cs.LGcs.AIarXiv:2608.21386v12026
ADMIL: Attention-Distilled Multiple Instance Learning for Selective Foundation Model Inference in Pathology
Duncan Stothers, Ren-Chin Wu, William Lotter
cs.CVcs.AIcs.LGarXiv:2608.22066v12026
The Real-World-Weight Cross-Entropy Loss Function: Modeling the Costs of Mislabeling
Yaoshiang Ho, Samuel Wookey
cs.LGcs.AIstat.MLarXiv:2001.00570v12020
GeoRisk-RAG: A Hierarchy-Aware Risk Framework for Improving RAG Reliability through Selective Answering
Meenu Ravi, Shailik Sarkar, Lulwah AlKulaib +2
cs.CLcs.AIarXiv:2608.22634v12026
Agentic Scaffolding Amplifies Sycophantic Behavior in Large Language Models
Thantham Jittham
cs.CLcs.AIcs.LGarXiv:2608.21377v12026
RoboShape: Information-Theoretic Point Cloud Representations for Privacy-Aware Robot Perception
Oguzhan Baser, Mirac Sozen, Kaan Kale +2
cs.ROcs.AIcs.CVarXiv:2608.21380v12026
A Social Media Analysis of Discourse on the Israel--Palestine Conflict on Telegram
Michail Zafeiropoulos, Despoina Antonakaki, Sotiris Ioannidis
cs.CLcs.AIcs.CYarXiv:2608.21385v12026
Beyond Two Bytes per Letter: Tokenization Overhead in Cyrillic AI Systems
Ivan Dobrovolskyi
cs.CLcs.AIarXiv:2608.21384v12026
Interrupting the Chain: Human Perception of AI-Generated Disinformation Through a Kill Chain Lens
Alexander Loth, Martin Kappes, Marc-Oliver Pahl
cs.CYcs.AIcs.CRarXiv:2608.21389v12026
TPU v4: An Optically Reconfigurable Supercomputer for Machine Learning with Hardware Support for Embeddings
Norman P. Jouppi, George Kurian, Sheng Li +11
cs.ARcs.AIcs.LGarXiv:2304.01433v32023
A review and comparison of strategies for multi-step ahead time series forecasting based on the NN5 forecasting competition
Souhaib Ben Taieb, Gianluca Bontempi, Amir Atiya +1
stat.MLcs.AIcs.LGarXiv:1108.3259v12011
Are LLMs Vulnerable to Preference-Undermining Attacks (PUA)? A Factorial Analysis Methodology for Diagnosing the Trade-off between Preference Alignment and Real-World Validity
Hongjun An, Yiliang Song, Jiangan Chen +3
cs.CRcs.AIarXiv:2601.06596v12026
The Agent's First Day: Benchmarking Learning, Exploration, and Scheduling in the Workplace Scenarios
Daocheng Fu, Jianbiao Mei, Rong Wu +7
cs.AIarXiv:2601.08173v22026
MAXS: Meta-Adaptive Exploration with LLM Agents
Jian Zhang, Zhiyuan Wang, Zhangqi Wang +7
cs.AIarXiv:2601.09259v12026
Architecture as Capability Equalizer for Coding Agents
Arquimedes Canedo
cs.SEcs.AIcs.CLarXiv:2608.21747v12026

Artificial Intelligence

Right for the Right Reasons: Training Differentiable Models by Constraining their Explanations

Deep Learning for Time Series Anomaly Detection: A Survey

RLAIF vs. RLHF: Scaling Reinforcement Learning from Human Feedback with AI Feedback

Can MLLMs Read Students' Minds? Unpacking Multimodal Error Analysis in Handwritten Math

Voxtral TTS

Working Notes on Late Interaction Dynamics: Analyzing Targeted Behaviors of Late Interaction Models

HiDiffTIR: Hierarchical Difficulty-Aware Policy Optimization for Multi-Turn Tool-Integrated Reasoning

DAG-GNN: DAG Structure Learning with Graph Neural Networks

How is ChatGPT's behavior changing over time?

daVinci-LLM:Towards the Science of Pretraining

VirtualHome: Simulating Household Activities via Programs

Unified Training of Universal Time Series Forecasting Transformers

EpochX: Building the Infrastructure for an Emergent Agent Civilization

MatReplace: A Reference-Free, Conditioning-Aligned Benchmark for Material Replacement in Interior Scenes

STRIVE: Multi-Agent Structured Temporal Reasoning with Integrated Verification for Longitudinal Radiology Report Generation

ESQ-Bench: A Multi-Tier Enterprise Oracle Benchmark for Evaluating NL2SQL Dialect Generalization and Silent Semantic Divergence

Generative artificial intelligence enhances creativity but reduces the diversity of novel content

Decolonial AI: Decolonial Theory as Sociotechnical Foresight in Artificial Intelligence

Syn2RealTrack: Bridging the Gap Between Synthetic and Real-World Datasets for Online Multi-View Multi-Target Tracking

Rethinking Pre-Training and Augmentation for Zero-Shot Cross-City Object Detection

Infant Care Video Dataset for Classification of Interventions Using Transformers

A Comparative Study in Surgical AI: Potential and Limitations of Data, Compute, and Scaling

When and why vision-language models behave like bags-of-words, and what to do about it?

Relative Time Intervals Representation for Word-level Timestamping with Masked Training

RENDER: Controlling Reader-Facing Evidence in LLM Memory Evaluation

Explainable Machine Learning in Deployment

ChorusTIC: Training-Free Multivariate Time Series Classification via Chorus In-Context Learning

A Human-Factors Guided Cognitive Model of Visuospatial Complexity in Embodied Active Vision

Understand and Accelerate Memory Processing Pipeline for Large Language Model Inference

On Predicting Vulnerability Severity Using In-Context Learning: An Industrial Case Study

Correcting Variable Importance Scored by Random Forests

CALVIN: A Benchmark for Language-Conditioned Policy Learning for Long-Horizon Robot Manipulation Tasks

KSE-Web: An Analysis of Hybrid Retrieval and LLM-Assisted Query Expansion for Low-Resource Khmer Semantic Search

MMFace-DiT: A Dual-Stream Diffusion Transformer for High-Fidelity Multimodal Face Generation

Improving Diffusion Models for Inverse Problems using Manifold Constraints

Joint Extraction of Entities and Relations Based on a Novel Tagging Scheme

When Will AI Exceed Human Performance? Evidence from AI Experts

Distinguishing Revision and Delayed Elaboration in Incremental Narrative Interpretation

Contrastive Decoding: Open-ended Text Generation as Optimization

Reinforcement Learning on Benign Facts Amplifies Leakage of Memorized Private Data

Learning by Cheating

Eureka: Human-Level Reward Design via Coding Large Language Models

Wazobia Eval: A Benchmark for Nigerian Pidgin Emotion Understanding, Sarcasm Detection, and Cultural Reasoning

Why This, Not That? Mining User Profiles for Pair-wise Counterfactuals

Determinants of Starting Salaries for Filipino Graduates: An Explainable Machine Learning Approach

Model of Models: When Does Emitting a Specialist Beat Attending, Adapting, or Tuning?

ADMIL: Attention-Distilled Multiple Instance Learning for Selective Foundation Model Inference in Pathology

The Real-World-Weight Cross-Entropy Loss Function: Modeling the Costs of Mislabeling

GeoRisk-RAG: A Hierarchy-Aware Risk Framework for Improving RAG Reliability through Selective Answering

Agentic Scaffolding Amplifies Sycophantic Behavior in Large Language Models

RoboShape: Information-Theoretic Point Cloud Representations for Privacy-Aware Robot Perception

A Social Media Analysis of Discourse on the Israel--Palestine Conflict on Telegram

Beyond Two Bytes per Letter: Tokenization Overhead in Cyrillic AI Systems

Interrupting the Chain: Human Perception of AI-Generated Disinformation Through a Kill Chain Lens

TPU v4: An Optically Reconfigurable Supercomputer for Machine Learning with Hardware Support for Embeddings

A review and comparison of strategies for multi-step ahead time series forecasting based on the NN5 forecasting competition

Are LLMs Vulnerable to Preference-Undermining Attacks (PUA)? A Factorial Analysis Methodology for Diagnosing the Trade-off between Preference Alignment and Real-World Validity

The Agent's First Day: Benchmarking Learning, Exploration, and Scheduling in the Workplace Scenarios

MAXS: Meta-Adaptive Exploration with LLM Agents

Architecture as Capability Equalizer for Coding Agents