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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7,321 to 7,380 of 15,190

EULER: Exploring Underused Links with Evidence-Checked Return for Multi-Agent Mathematical Discovery
Ren Zhenzhuo
cs.AIcs.MAarXiv:2609.00032v12026
Deploying and Evaluating a Smart-Agriculture Agentic Engine for Full-Season Soybean Farm Operations
Ao Qu, Panagiotis Michelakis, Linyuan Han +8
cs.AIcs.ROarXiv:2609.00106v12026
Multi-Task Learning in Natural Language Processing: An Overview
Shijie Chen, Yu Zhang, Qiang Yang
cs.AIarXiv:2109.09138v22021
SCAFFOLD: A Large-Scale Structured Dataset of Computer Science Research Figures with Diagram QA and Chain-of-Thought Reasoning Traces
Ranjit Raut, Aarav Subedi, Sagun Rai +1
cs.AIcs.CVarXiv:2609.00018v12026
IMPACT: Attention Is the Interaction Map for Scalable Interaction-Aware World Model Training
Rongze Tang, Jianjie Fang, Zhaolu Wang +8
cs.AIcs.ROarXiv:2609.00161v12026
Domain Adaptation with Conditional Distribution Matching and Generalized Label Shift
Remi Tachet, Han Zhao, Yu-Xiang Wang +1
cs.LGcs.AIstat.MLarXiv:2003.04475v32020
AI Morbidity and Mortality: A Framework for Clinical AI Failure Review
Paulius Mui, Dean F. Sittig, Steve Labkoff +1
cs.AIcs.HCarXiv:2609.00076v12026
MiNER: Fine-Tuned Biomedical Natural Language Processing for Malaria Disease Entity Recognition in Clinical Texts
V. S. Anoop, Devika N
cs.AIcs.CLarXiv:2609.00073v12026
The Singular Values of Convolutional Layers
Hanie Sedghi, Vineet Gupta, Philip M. Long
cs.LGcs.AIstat.MLarXiv:1805.10408v22018
LLaGA: Large Language and Graph Assistant
Runjin Chen, Tong Zhao, Ajay Jaiswal +2
cs.LGcs.AIarXiv:2402.08170v32024
When Prediction Error Is Not Enough: Evaluating Nuisance-Function Prediction for Causal Estimation
Cong Cao
cs.AIcs.LGstat.MEarXiv:2609.00071v12026
An Application of Deep Reinforcement Learning to Algorithmic Trading
Thibaut Théate, Damien Ernst
q-fin.TRcs.AIcs.LGarXiv:2004.06627v32020
An Analysis of Hierarchical Text Classification Using Word Embeddings
Roger A. Stein, Patricia A. Jaques, Joao F. Valiati
cs.CLcs.AIcs.LGarXiv:1809.01771v12018
Cooperative Multi-Agent Deep Reinforcement Learning for Reliable Surveillance via Autonomous Multi-UAV Control
Won Joon Yun, Soohyun Park, Joongheon Kim +4
eess.SYcs.AIcs.LGarXiv:2201.05843v12022
OpenAgentFlow: Enabling System-Wide Safety Boundaries for Heterogeneous AI Agent Fleets
Dongsheng Chen, Xiangyu Zhao, Xin Yao +1
cs.AIcs.CRarXiv:2609.00015v12026
A Comprehensive Survey on Deep Clustering: Taxonomy, Challenges, and Future Directions
Sheng Zhou, Hongjia Xu, Zhuonan Zheng +7
cs.LGcs.AIarXiv:2206.07579v12022
CM2: Multimodal Cultural Reasoning via an Integrated Multi-Agent Framework
Qi Li, Zhaojie Kang, Yingjie He +6
cs.AIarXiv:2608.30498v12026
Colossal-AI: A Unified Deep Learning System For Large-Scale Parallel Training
Shenggui Li, Hongxin Liu, Zhengda Bian +5
cs.LGcs.AIcs.CLarXiv:2110.14883v32021
Reliable Benchmarking of Artifact Detection in Computational Pathology: A Reproducibility and Uncertainty Analysis
Konstantinos Moutselos, Ilias Maglogiannis
cs.CVcs.AIarXiv:2608.30835v12026
Task-Guided and Path-Augmented Heterogeneous Network Embedding for Author Identification
Ting Chen, Yizhou Sun
cs.LGcs.AIcs.IRarXiv:1612.02814v22016
Measure Before You Manage: Evaluating Agent Working Memory in Coding Agents
Le Chen, Zishen Wan, Baixi Sun +6
cs.AIarXiv:2608.31057v12026
CoLa-ICD: A Knowledge-Enhanced Framework for Long-Tail Automated Medical Coding
Yihang Cheng, Veronica Liesaputra, Andrew Trotman
cs.AIarXiv:2608.30234v12026
Automatically Identifying Words That Can Serve as Labels for Few-Shot Text Classification
Timo Schick, Helmut Schmid, Hinrich Schütze
cs.CLcs.AIcs.LGarXiv:2010.13641v12020
ReenactGAN: Learning to Reenact Faces via Boundary Transfer
Wayne Wu, Yunxuan Zhang, Cheng Li +2
cs.CVcs.AIcs.GRarXiv:1807.11079v12018
Detecting Hidden Behaviors in LLMs via Activation-matched Finetuning
Robin Haselhorst, Lucie Flek, Florian Mai
cs.CLcs.AIarXiv:2609.00351v12026
Screen2Words: Automatic Mobile UI Summarization with Multimodal Learning
Bryan Wang, Gang Li, Xin Zhou +3
cs.HCcs.AIcs.LGarXiv:2108.03353v12021
PP-LiteSeg: A Superior Real-Time Semantic Segmentation Model
Juncai Peng, Yi Liu, Shiyu Tang +13
cs.CVcs.AIarXiv:2204.02681v12022
Which Rules Matter Now? Policy-Centroid Routing Before an Intelligent System Acts
Thomson D. Nguy
cs.AIcs.CYarXiv:2608.30757v12026
Student-t Processes as Alternatives to Gaussian Processes
Amar Shah, Andrew Gordon Wilson, Zoubin Ghahramani
stat.MLcs.AIcs.LGarXiv:1402.4306v22014
Self-Supervised Reinforcement Learning for Recommender Systems
Xin Xin, Alexandros Karatzoglou, Ioannis Arapakis +1
cs.LGcs.AIarXiv:2006.05779v22020
Parallel Time-Band Mixing with Learned Observation-Adding for Robust ASR Front-Ends
Xingyu Shen, Runze Wang, Wei-Ping Zhu +1
cs.SDcs.AIarXiv:2608.30326v12026
Learning from What You Retrieve: Online RL Fine-Tuning for Semantic Retrieval
Shaowei Wei, Chong Huang, Songtao Fang +3
cs.IRcs.AIarXiv:2608.30753v12026
RailGen: Improving Railway Intrusion Detection via Agent-Guided Small-Scale Foreign Object Generation
Quan Hao, Ziyang Tao, Chenxi Zhang +3
cs.CVcs.AIarXiv:2608.30727v12026
CLIP is Also an Efficient Segmenter: A Text-Driven Approach for Weakly Supervised Semantic Segmentation
Yuqi Lin, Minghao Chen, Wenxiao Wang +5
cs.CVcs.AIarXiv:2212.09506v32022
SIR: Self-improving Red-teaming for Compute Use Agents
Chen Xiong, Zhiyuan He, Pin-Yu Chen +2
cs.CRcs.AIarXiv:2608.30207v12026
Cost-efficient Active Learning for Referring Image Segmentation and Grounding
Junbeom Hong, Seonghoon Yu, Hyung Rok Jung +2
cs.CVcs.AIarXiv:2608.30621v22026
InstanceDiffusion: Instance-level Control for Image Generation
Xudong Wang, Trevor Darrell, Sai Saketh Rambhatla +2
cs.CVcs.AIcs.LGarXiv:2402.03290v12024
Incremental Risk Assessment of Progressive Elder Financial Scams via Instruction-Tuned Small Language Models
Parviz Ghafariasl, Weimin Fu, Xiaolong Guo +1
cs.AIarXiv:2609.00005v12026
SimCRAFT: Distilling Remote Sensing Agents via Synthetic Trajectories and Contextual Retrieval-Augmented Fine-Tuning
Haoran Wang, Jing Yao, Xu Yang +4
cs.AIcs.MAarXiv:2608.30277v12026
ContextPipe: Database-Inspired Context Assembly for Long-Horizon Agents
Peng Xu, Zuyu Zhang, Yuze Sun +3
cs.AIcs.DBarXiv:2609.00749v12026
DepthCrafter: Generating Consistent Long Depth Sequences for Open-world Videos
Wenbo Hu, Xiangjun Gao, Xiaoyu Li +5
cs.CVcs.AIcs.GRarXiv:2409.02095v22024
DEGREE: A Data-Efficient Generation-Based Event Extraction Model
I-Hung Hsu, Kuan-Hao Huang, Elizabeth Boschee +4
cs.CLcs.AIarXiv:2108.12724v32021
SuperDepth: Self-Supervised, Super-Resolved Monocular Depth Estimation
Sudeep Pillai, Rares Ambrus, Adrien Gaidon
cs.CVcs.AIcs.LGarXiv:1810.01849v12018
HyperWorld: Hypergraph-Structured State Serialization Improves Learned Textual World Models
Yun-Jian Zhang, Chen-Wei Liang, Tian-Yi Zhang +7
cs.AIarXiv:2609.00002v12026
I-CARE: Analysis of interference-related phenomena in a controllable, diverse and representative unlearning setting for text-to-image models
Leonardo Santiago Benitez Pereira, Marcos Escudero Viñolo, Luis Herranz Arribas
cs.AIcs.LGarXiv:2609.00003v12026
JudgePanel: A Compact Judge with Panel Deliberation via Adaptive Multi-Reward Reinforcement Learning
Yiyue Qian, Shinan Zhang, Huan Song +1
cs.AIarXiv:2608.29168v12026
PermitGPT: A Unified Generative-AI Pipeline for Construction Hazard Forecasting, Permit Prediction, and Community Impact
Mohd Ruhul Ameen, Farjana Aktar, Akif Islam +3
cs.AIarXiv:2608.28728v12026
FrontierMath: A Benchmark for Evaluating Advanced Mathematical Reasoning in AI
Elliot Glazer, Ege Erdil, Tamay Besiroglu +21
cs.AIarXiv:2411.04872v72024
Towards Crafting Text Adversarial Samples
Suranjana Samanta, Sameep Mehta
cs.LGcs.AIcs.CLarXiv:1707.02812v12017
Deductive Verification of Chain-of-Thought Reasoning
Zhan Ling, Yunhao Fang, Xuanlin Li +4
cs.CLcs.AIcs.LGarXiv:2306.03872v32023
Discovering Machine Correlates of Consciousness
Romain Salvi, Ouri Wolfson
cs.AIarXiv:2608.28824v12026
HANIA: Planner-Guided Multimodal Graph Evidence Selection for Grounded Question Answering
Zafar Ali, Asad Khan, Nimbeshaho Thierry +3
cs.AIarXiv:2608.29088v12026
The Pragmatic Turn in Explainable Artificial Intelligence (XAI)
Andrés Páez
cs.AIcs.CYcs.HCarXiv:2002.09595v12020
TorusE: Knowledge Graph Embedding on a Lie Group
Takuma Ebisu, Ryutaro Ichise
cs.AIarXiv:1711.05435v12017
A Stable Aggregation Method for Quantum Federated Learning
Shanika Nanayakkara, Shiva Raj Pokhrel
cs.AIcs.LGarXiv:2609.00356v12026
When Are Tree Structures Necessary for Deep Learning of Representations?
Jiwei Li, Minh-Thang Luong, Dan Jurafsky +1
cs.AIcs.CLarXiv:1503.00185v52015
Counterfactual Fragility Certificates: Exposing High-Confidence Brittleness under Structured Evidence Failure
Filippo Cenacchi, Longbing Cao, Runze Yang
cs.LGcs.AIarXiv:2609.00366v12026
Diffusion-based Image Translation using Disentangled Style and Content Representation
Gihyun Kwon, Jong Chul Ye
cs.CVcs.AIcs.LGarXiv:2209.15264v22022
Rate-Coding Bundle Memory: A Unified Model of Memory and Control for Symbolic Computation in the Brain
Teun van Gils, Rowan P. Sommers, Markus Ostarek +1
q-bio.NCcs.AIcs.CLarXiv:2608.29189v12026
BIRD-History: A Benchmark for History-Driven Text-to-SQL with Fine-Grained Knowledge Annotations
Yunfan Zhou, Qiming Shi, Yizhou Yang +2
cs.AIcs.CLarXiv:2608.29345v12026

Artificial Intelligence

EULER: Exploring Underused Links with Evidence-Checked Return for Multi-Agent Mathematical Discovery

Deploying and Evaluating a Smart-Agriculture Agentic Engine for Full-Season Soybean Farm Operations

Multi-Task Learning in Natural Language Processing: An Overview

SCAFFOLD: A Large-Scale Structured Dataset of Computer Science Research Figures with Diagram QA and Chain-of-Thought Reasoning Traces

IMPACT: Attention Is the Interaction Map for Scalable Interaction-Aware World Model Training

Domain Adaptation with Conditional Distribution Matching and Generalized Label Shift

AI Morbidity and Mortality: A Framework for Clinical AI Failure Review

MiNER: Fine-Tuned Biomedical Natural Language Processing for Malaria Disease Entity Recognition in Clinical Texts

The Singular Values of Convolutional Layers

LLaGA: Large Language and Graph Assistant

When Prediction Error Is Not Enough: Evaluating Nuisance-Function Prediction for Causal Estimation

An Application of Deep Reinforcement Learning to Algorithmic Trading

An Analysis of Hierarchical Text Classification Using Word Embeddings

Cooperative Multi-Agent Deep Reinforcement Learning for Reliable Surveillance via Autonomous Multi-UAV Control

OpenAgentFlow: Enabling System-Wide Safety Boundaries for Heterogeneous AI Agent Fleets

A Comprehensive Survey on Deep Clustering: Taxonomy, Challenges, and Future Directions

CM2: Multimodal Cultural Reasoning via an Integrated Multi-Agent Framework

Colossal-AI: A Unified Deep Learning System For Large-Scale Parallel Training

Reliable Benchmarking of Artifact Detection in Computational Pathology: A Reproducibility and Uncertainty Analysis

Task-Guided and Path-Augmented Heterogeneous Network Embedding for Author Identification

Measure Before You Manage: Evaluating Agent Working Memory in Coding Agents

CoLa-ICD: A Knowledge-Enhanced Framework for Long-Tail Automated Medical Coding

Automatically Identifying Words That Can Serve as Labels for Few-Shot Text Classification

ReenactGAN: Learning to Reenact Faces via Boundary Transfer

Detecting Hidden Behaviors in LLMs via Activation-matched Finetuning

Screen2Words: Automatic Mobile UI Summarization with Multimodal Learning

PP-LiteSeg: A Superior Real-Time Semantic Segmentation Model

Which Rules Matter Now? Policy-Centroid Routing Before an Intelligent System Acts

Student-t Processes as Alternatives to Gaussian Processes

Self-Supervised Reinforcement Learning for Recommender Systems

Parallel Time-Band Mixing with Learned Observation-Adding for Robust ASR Front-Ends

Learning from What You Retrieve: Online RL Fine-Tuning for Semantic Retrieval

RailGen: Improving Railway Intrusion Detection via Agent-Guided Small-Scale Foreign Object Generation

CLIP is Also an Efficient Segmenter: A Text-Driven Approach for Weakly Supervised Semantic Segmentation

SIR: Self-improving Red-teaming for Compute Use Agents

Cost-efficient Active Learning for Referring Image Segmentation and Grounding

InstanceDiffusion: Instance-level Control for Image Generation

Incremental Risk Assessment of Progressive Elder Financial Scams via Instruction-Tuned Small Language Models

SimCRAFT: Distilling Remote Sensing Agents via Synthetic Trajectories and Contextual Retrieval-Augmented Fine-Tuning

ContextPipe: Database-Inspired Context Assembly for Long-Horizon Agents

DepthCrafter: Generating Consistent Long Depth Sequences for Open-world Videos

DEGREE: A Data-Efficient Generation-Based Event Extraction Model

SuperDepth: Self-Supervised, Super-Resolved Monocular Depth Estimation

HyperWorld: Hypergraph-Structured State Serialization Improves Learned Textual World Models

I-CARE: Analysis of interference-related phenomena in a controllable, diverse and representative unlearning setting for text-to-image models

JudgePanel: A Compact Judge with Panel Deliberation via Adaptive Multi-Reward Reinforcement Learning

PermitGPT: A Unified Generative-AI Pipeline for Construction Hazard Forecasting, Permit Prediction, and Community Impact

FrontierMath: A Benchmark for Evaluating Advanced Mathematical Reasoning in AI

Towards Crafting Text Adversarial Samples

Deductive Verification of Chain-of-Thought Reasoning

Discovering Machine Correlates of Consciousness

HANIA: Planner-Guided Multimodal Graph Evidence Selection for Grounded Question Answering

The Pragmatic Turn in Explainable Artificial Intelligence (XAI)

TorusE: Knowledge Graph Embedding on a Lie Group

A Stable Aggregation Method for Quantum Federated Learning

When Are Tree Structures Necessary for Deep Learning of Representations?

Counterfactual Fragility Certificates: Exposing High-Confidence Brittleness under Structured Evidence Failure

Diffusion-based Image Translation using Disentangled Style and Content Representation

Rate-Coding Bundle Memory: A Unified Model of Memory and Control for Symbolic Computation in the Brain

BIRD-History: A Benchmark for History-Driven Text-to-SQL with Fine-Grained Knowledge Annotations