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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13,501 to 13,560 of 15,269

Absorbing Complexity: An Interaction-Native Knowledge Harness for Financial LLM Agents
Ailiya Borjigin, Igor Stadnyk, Ben Bilski +4
cs.AIcs.CEarXiv:2606.01886v12026
Alias-Free Generative Adversarial Networks
Tero Karras, Miika Aittala, Samuli Laine +4
cs.CVcs.AIcs.LGarXiv:2106.12423v42021
Summaries:한국어
Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task
Tao Yu, Rui Zhang, Kai Yang +9
cs.CLcs.AIarXiv:1809.08887v52018
FVSpec: Real-World Property-Based Tests as Lean Challenges
Quinn Dougherty, Max von Hippel, Simon Henniger +2
cs.SEcs.AIarXiv:2606.01008v22026
An Enigma of Artificial Reason: Investigating the Production-Evaluation Gap in Large Reasoning Models
Mingzhong Sun, Teresa Yeo, Armando Solar-Lezama +1
cs.AIcs.CLcs.LGarXiv:2606.01462v12026
ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs
Yujia Qin, Shihao Liang, Yining Ye +16
cs.AIcs.CLcs.LGarXiv:2307.16789v22023
CARVE: Certified Affordable Repair of Vetoed Maneuvers via Envelopes for Interactive Driving
Yifan Wang
cs.ROcs.AIarXiv:2606.02641v12026
Students' Voices on Generative AI: Perceptions, Benefits, and Challenges in Higher Education
Cecilia Ka Yuk Chan, Wenjie Hu
cs.CYcs.AIarXiv:2305.00290v12023
Joint Agent Memory and Exploration Learning via Novelty Signals
Shizuo Tian, Xiaohong Weng, Rui Kong +9
cs.AIarXiv:2606.01528v12026
LayerRoute: Input-Conditioned Adaptive Layer Skipping via LoRA Fine-Tuning for Agentic Language Models
Prateek Kumar Sikdar
cs.CLcs.AIcs.LGarXiv:2606.01838v12026
Return of Frustratingly Easy Domain Adaptation
Baochen Sun, Jiashi Feng, Kate Saenko
cs.CVcs.AIcs.LGarXiv:1511.05547v22015
Graph Convolutional Networks for Text Classification
Liang Yao, Chengsheng Mao, Yuan Luo
cs.CLcs.AIarXiv:1809.05679v32018
MMG2Skill: Can Agents Distill In-the-Wild Guides into Self-Evolving Skills?
Xinyu Che, Junqi Xiong, Yunfei Ge +10
cs.CLcs.AIcs.LGarXiv:2606.01993v12026
AgentCL: Toward Rigorous Evaluation of Continual Learning in Language Agents
Yiheng Shu, Bernal Jiménez Gutiérrez, Saisri Padmaja Jonnalagedda +3
cs.AIcs.CLarXiv:2606.02461v22026
Agentic Chain-of-Thought Steering for Efficient and Controllable LLM Reasoning
Yu Xia, Zhouhang Xie, Xin Xu +4
cs.CLcs.AIarXiv:2606.03965v12026
Large Language Models Hack Rewards, and Society
Wei Liu, Xinyi Mou, Hanqi Yan +2
cs.LGcs.AIcs.CLarXiv:2606.04075v22026
Improving Factuality and Reasoning in Language Models through Multiagent Debate
Yilun Du, Shuang Li, Antonio Torralba +2
cs.CLcs.AIcs.CVarXiv:2305.14325v12023
SynCred-Bench: Benchmarking Synthetic Credibility in AI-Generated Visual Misinformation
Junxiao Yang, Minghao Zhang, Xiaoce Wang +4
cs.CVcs.AIarXiv:2606.03348v12026
Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them
Mirac Suzgun, Nathan Scales, Nathanael Schärli +8
cs.CLcs.AIarXiv:2210.09261v12022
Qwen-Image-Flash: Beyond Objective Design
Tianhe Wu, Kun Yan, Zikai Zhou +21
cs.CVcs.AIcs.GRarXiv:2606.03746v22026
Memory Aware Synapses: Learning what (not) to forget
Rahaf Aljundi, Francesca Babiloni, Mohamed Elhoseiny +2
cs.CVcs.AIstat.MLarXiv:1711.09601v42017
The Shadow Price of Reasoning: Economic Perspective on Optimal Budget Allocation for LLMs
Xu Wan, Speed Zhu, Jianwei Cai +4
cs.AIarXiv:2606.03092v22026
Self-critical Sequence Training for Image Captioning
Steven J. Rennie, Etienne Marcheret, Youssef Mroueh +2
cs.LGcs.AIcs.CVarXiv:1612.00563v22016
Steady-Forcing: Balancing Spatial Persistence and Motion Continuity in Long-Horizon Nature Video Diffusion
Matiur Rahman Minar, Seunghun Oh, GangHyeon Jeong +1
cs.CVcs.AIcs.LGarXiv:2606.14732v12026
Weight Normalization: A Simple Reparameterization to Accelerate Training of Deep Neural Networks
Tim Salimans, Diederik P. Kingma
cs.LGcs.AIcs.NEarXiv:1602.07868v32016
WebRISE: Requirement-Induced State Evaluation for MLLM-Generated Web Artifacts
Yuxin Meng, Yuhan Suo, Junjie Wang +9
cs.CLcs.AIarXiv:2606.03220v12026
M$^3$Eval: Multi-Modal Memory Evaluation through Cognitively-Grounded Video Tasks
Jie Huang, Ruixun Liu, Sirui Sun +4
cs.CVcs.AIcs.CLarXiv:2606.05008v12026
Voyager: An Open-Ended Embodied Agent with Large Language Models
Guanzhi Wang, Yuqi Xie, Yunfan Jiang +5
cs.AIcs.LGarXiv:2305.16291v22023
RobotValues: Evaluating Household Robots When Human Values Conflict
Jongwook Han, Hyeongjin Kim, Yohan Jo
cs.ROcs.AIarXiv:2606.03312v12026
Off-Policy Deep Reinforcement Learning without Exploration
Scott Fujimoto, David Meger, Doina Precup
cs.LGcs.AIstat.MLarXiv:1812.02900v32018
Lean4Agent: Formal Modeling and Verification for Agent Workflow and Trajectory
Ruida Wang, Jerry Huang, Pengcheng Wang +3
cs.AIcs.LGcs.LOarXiv:2606.06523v22026
Make-A-Video: Text-to-Video Generation without Text-Video Data
Uriel Singer, Adam Polyak, Thomas Hayes +10
cs.CVcs.AIcs.LGarXiv:2209.14792v12022
Rethinking the Role of Demonstrations: What Makes In-Context Learning Work?
Sewon Min, Xinxi Lyu, Ari Holtzman +4
cs.CLcs.AIarXiv:2202.12837v22022
Smaller Models are Natural Explorers for Policy-Level Diversity in GRPO
Yiran Xu, Yiming Ren, Zicheng Lin +8
cs.LGcs.AIarXiv:2605.30789v32026
MapAgent: An Industrial-Grade Agentic Framework for City-scale Lane-level Map Generation
Deguo Xia, Zihan Li, Haochen Zhao +6
cs.AIarXiv:2606.04513v22026
DAR: Deontic Reasoning with Agentic Harnesses
Guangyao Dou, William Jurayj, Nils Holzenberger +1
cs.CLcs.AIarXiv:2606.05009v12026
Streaming Communication in Multi-Agent Reasoning
Zhen Yang, Xiaogang Xu, Wen Wang +3
cs.CLcs.AIcs.MAarXiv:2606.05158v22026
Audio Interaction Model
Zhifei Xie, Zihang Liu, Ze An +8
cs.SDcs.AIcs.CLarXiv:2606.05121v12026
TIDE: Proactive Multi-Problem Discovery via Template-Guided Iteration
Soyeong Jeong, Jinheon Baek, Minki Kang +1
cs.CLcs.AIcs.LGarXiv:2606.04743v22026
What Should Agents Say? Action-state Communication for Efficient Multi-Agent Systems
Chen Huang, Yuhao Wu, Wenxuan Zhang
cs.AIarXiv:2606.05304v12026
Reluplex: An Efficient SMT Solver for Verifying Deep Neural Networks
Guy Katz, Clark Barrett, David Dill +2
cs.AIcs.LOarXiv:1702.01135v22017
Dream to Control: Learning Behaviors by Latent Imagination
Danijar Hafner, Timothy Lillicrap, Jimmy Ba +1
cs.LGcs.AIcs.ROarXiv:1912.01603v32019
SePO: Self-Evolving Prompt Agent for System Prompt Optimization
Wangcheng Tao, Han Wu, Weng-Fai Wong
cs.CLcs.AIarXiv:2606.04465v12026
Personal AI Agent for Camera Roll VQA
Thao Nguyen, Krishna Kumar Singh, Donghyun Kim +2
cs.CVcs.AIarXiv:2606.05275v12026
A Survey on Explainable Artificial Intelligence (XAI): Towards Medical XAI
Erico Tjoa, Cuntai Guan
cs.LGcs.AIarXiv:1907.07374v52019
Imaginative Perception Tokens Enhance Spatial Reasoning in Multimodal Language Models
Mahtab Bigverdi, Linjie Li, Weikai Huang +8
cs.AIarXiv:2606.03988v32026
Statistically Reliable LLM-Based Ranking Evaluation via Prediction-Powered Inference
Abhishek Divekar
cs.LGcs.AIcs.CLarXiv:2606.05308v12026
ForeSci: Evaluating LLM Agents for Forward-Looking AI Research Judgment
Qiuyu Tian, Haojie Yin, Yingce Xia +2
cs.AIarXiv:2606.00644v22026
Learning Geometric Representations from Videos for Spatial Intelligent Multimodal Large Language Models
Haibo Wang, Lifu Huang
cs.CVcs.AIarXiv:2606.05833v22026
LLMs Can Leak Training Data But Do They Want To? A Propensity-Aware Evaluation of Memorization in LLMs
Gianluca Barmina, Peter Schneider-Kamp, Lukas Galke Poech
cs.CLcs.AIarXiv:2606.06286v12026
Benchmarking Single Image Dehazing and Beyond
Boyi Li, Wenqi Ren, Dengpan Fu +4
cs.CVcs.AIcs.LGarXiv:1712.04143v42017
SoCRATES: Towards Reliable Automated Evaluation of Proactive LLM Mediation across Domains and Socio-cognitive Variations
Taewon Yun, Hyeonseong Park, Jeonghwan Choi +3
cs.AIcs.CLarXiv:2606.05563v12026
DRIFT: A Residual Flow Adapter for Decoding Continuous Outputs in Vision-Language Models
Zhuoming Liu, Jinhong Lin, Kwan Man Cheng +3
cs.CVcs.AIcs.LGarXiv:2606.05758v12026
In-Context Multiple Instance Learning
Alexander Möllers, Marvin Sextro, Julius Hense +2
cs.LGcs.AIcs.CVarXiv:2606.06458v12026
Video Swin Transformer
Ze Liu, Jia Ning, Yue Cao +4
cs.CVcs.AIcs.LGarXiv:2106.13230v12021
ArcANE: Do Role-Playing Language Agents Stay in Character at the Right Time?
Woojung Song, Nalim Kim, Sangjun Song +3
cs.CLcs.AIarXiv:2606.05553v12026
Google's Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation
Melvin Johnson, Mike Schuster, Quoc V. Le +9
cs.CLcs.AIarXiv:1611.04558v22016
Learning Dexterous In-Hand Manipulation
OpenAI, Marcin Andrychowicz, Bowen Baker +14
cs.LGcs.AIcs.ROarXiv:1808.00177v52018
Learning Hand-Eye Coordination for Robotic Grasping with Deep Learning and Large-Scale Data Collection
Sergey Levine, Peter Pastor, Alex Krizhevsky +1
cs.LGcs.AIcs.CVarXiv:1603.02199v42016
Explaining Explanations: An Overview of Interpretability of Machine Learning
Leilani H. Gilpin, David Bau, Ben Z. Yuan +3
cs.AIcs.LGstat.MLarXiv:1806.00069v32018

Artificial Intelligence

Absorbing Complexity: An Interaction-Native Knowledge Harness for Financial LLM Agents

Alias-Free Generative Adversarial Networks

Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task

FVSpec: Real-World Property-Based Tests as Lean Challenges

An Enigma of Artificial Reason: Investigating the Production-Evaluation Gap in Large Reasoning Models

ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs

CARVE: Certified Affordable Repair of Vetoed Maneuvers via Envelopes for Interactive Driving

Students' Voices on Generative AI: Perceptions, Benefits, and Challenges in Higher Education

Joint Agent Memory and Exploration Learning via Novelty Signals

LayerRoute: Input-Conditioned Adaptive Layer Skipping via LoRA Fine-Tuning for Agentic Language Models

Return of Frustratingly Easy Domain Adaptation

Graph Convolutional Networks for Text Classification

MMG2Skill: Can Agents Distill In-the-Wild Guides into Self-Evolving Skills?

AgentCL: Toward Rigorous Evaluation of Continual Learning in Language Agents

Agentic Chain-of-Thought Steering for Efficient and Controllable LLM Reasoning

Large Language Models Hack Rewards, and Society

Improving Factuality and Reasoning in Language Models through Multiagent Debate

SynCred-Bench: Benchmarking Synthetic Credibility in AI-Generated Visual Misinformation

Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them

Qwen-Image-Flash: Beyond Objective Design

Memory Aware Synapses: Learning what (not) to forget

The Shadow Price of Reasoning: Economic Perspective on Optimal Budget Allocation for LLMs

Self-critical Sequence Training for Image Captioning

Steady-Forcing: Balancing Spatial Persistence and Motion Continuity in Long-Horizon Nature Video Diffusion

Weight Normalization: A Simple Reparameterization to Accelerate Training of Deep Neural Networks

WebRISE: Requirement-Induced State Evaluation for MLLM-Generated Web Artifacts

M$^3$Eval: Multi-Modal Memory Evaluation through Cognitively-Grounded Video Tasks

Voyager: An Open-Ended Embodied Agent with Large Language Models

RobotValues: Evaluating Household Robots When Human Values Conflict

Off-Policy Deep Reinforcement Learning without Exploration

Lean4Agent: Formal Modeling and Verification for Agent Workflow and Trajectory

Make-A-Video: Text-to-Video Generation without Text-Video Data

Rethinking the Role of Demonstrations: What Makes In-Context Learning Work?

Smaller Models are Natural Explorers for Policy-Level Diversity in GRPO

MapAgent: An Industrial-Grade Agentic Framework for City-scale Lane-level Map Generation

DAR: Deontic Reasoning with Agentic Harnesses

Streaming Communication in Multi-Agent Reasoning

Audio Interaction Model

TIDE: Proactive Multi-Problem Discovery via Template-Guided Iteration

What Should Agents Say? Action-state Communication for Efficient Multi-Agent Systems

Reluplex: An Efficient SMT Solver for Verifying Deep Neural Networks

Dream to Control: Learning Behaviors by Latent Imagination

SePO: Self-Evolving Prompt Agent for System Prompt Optimization

Personal AI Agent for Camera Roll VQA

A Survey on Explainable Artificial Intelligence (XAI): Towards Medical XAI

Imaginative Perception Tokens Enhance Spatial Reasoning in Multimodal Language Models

Statistically Reliable LLM-Based Ranking Evaluation via Prediction-Powered Inference

ForeSci: Evaluating LLM Agents for Forward-Looking AI Research Judgment

Learning Geometric Representations from Videos for Spatial Intelligent Multimodal Large Language Models

LLMs Can Leak Training Data But Do They Want To? A Propensity-Aware Evaluation of Memorization in LLMs

Benchmarking Single Image Dehazing and Beyond

SoCRATES: Towards Reliable Automated Evaluation of Proactive LLM Mediation across Domains and Socio-cognitive Variations

DRIFT: A Residual Flow Adapter for Decoding Continuous Outputs in Vision-Language Models

In-Context Multiple Instance Learning

Video Swin Transformer

ArcANE: Do Role-Playing Language Agents Stay in Character at the Right Time?

Google's Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation

Learning Dexterous In-Hand Manipulation

Learning Hand-Eye Coordination for Robotic Grasping with Deep Learning and Large-Scale Data Collection

Explaining Explanations: An Overview of Interpretability of Machine Learning