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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11,581 to 11,640 of 15,410

Beyond Length Scaling: Synergizing Breadth and Depth for Generative Reward Models
Qiyuan Zhang, Yufei Wang, Tianhe Wu +5
cs.AIarXiv:2603.01571v12026
DynaMoE: Dynamic Token-Level Expert Activation with Layer-Wise Adaptive Capacity for Mixture-of-Experts Neural Networks
Gökdeniz Gülmez
cs.LGcs.AIarXiv:2603.01697v12026
Research Priorities for Robust and Beneficial Artificial Intelligence
Stuart Russell, Daniel Dewey, Max Tegmark
cs.AIstat.MLarXiv:1602.03506v12016
T2S-Bench & Structure-of-Thought: Benchmarking and Prompting Comprehensive Text-to-Structure Reasoning
Qinsi Wang, Hancheng Ye, Jinhee Kim +12
cs.CLcs.AIarXiv:2603.03790v12026
Don't Just Assume; Look and Answer: Overcoming Priors for Visual Question Answering
Aishwarya Agrawal, Dhruv Batra, Devi Parikh +1
cs.CVcs.AIcs.CLarXiv:1712.00377v22017
Overcoming Catastrophic Forgetting by Incremental Moment Matching
Sang-Woo Lee, Jin-Hwa Kim, Jaehyun Jun +2
cs.LGcs.AIarXiv:1703.08475v32017
Are Emergent Abilities of Large Language Models a Mirage?
Rylan Schaeffer, Brando Miranda, Sanmi Koyejo
cs.AIcs.LGarXiv:2304.15004v22023
Scaling Agentic Capabilities, Not Context: Efficient Reinforcement Finetuning for Large Toolspaces
Karan Gupta, Pranav Vajreshwari, Yash Pandya +3
cs.LGcs.AIarXiv:2603.06713v12026
SSE-Bio: A Structured Self-Evolving Agent with Agentic Retrieval Policy for Multi-Hop Biomedical Reasoning
Zhaohan Meng, Zaiqiao Meng, Siwei Liu +3
cs.CLcs.AIcs.CEarXiv:2608.22132v12026
Deep Learning for Computational Chemistry
Garrett B. Goh, Nathan O. Hodas, Abhinav Vishnu
stat.MLcs.AIcs.CEarXiv:1701.04503v12017
Analyzing and Mitigating Cross-Lingual Degradation in Multilingual Medical VQA
Jingbo Wang, Sendong Zhao, Haochun Wang +2
cs.AIarXiv:2608.22363v12026
SAHOO: Safeguarded Alignment for High-Order Optimization Objectives in Recursive Self-Improvement
Subramanyam Sahoo, Aman Chadha, Vinija Jain +1
cs.AIcs.CLcs.LGarXiv:2603.06333v12026
Invertible Residual Networks
Jens Behrmann, Will Grathwohl, Ricky T. Q. Chen +2
cs.LGcs.AIcs.CVarXiv:1811.00995v32018
BrandFusion: A Multi-Agent Framework for Seamless Brand Integration in Text-to-Video Generation
Zihao Zhu, Ruotong Wang, Siwei Lyu +2
cs.CVcs.AIarXiv:2603.02816v22026
DeepSAGE: Stage-Aware Reinforcement Learning for Structured CBT Counseling Dialogue
Qi Zhang, Heajun An, Prakriti Dumaru +4
cs.AIarXiv:2608.22615v12026
Probabilistic Model-Agnostic Meta-Learning
Chelsea Finn, Kelvin Xu, Sergey Levine
cs.LGcs.AIstat.MLarXiv:1806.02817v22018
HiMAP-Travel: Hierarchical Multi-Agent Planning for Long-Horizon Constrained Travel
The Viet Bui, Wenjun Li, Yong Liu
cs.AIcs.CLarXiv:2603.04750v12026
Weakly supervised concept Bottleneck Learning for Robust Two stage Object centric visual reasoning
Sparsh Tiwari, Gesina Schwalbe, Bettina Finzel
cs.AIarXiv:2608.22584v12026
DreamCAD: Scaling Multi-modal CAD Generation using Differentiable Parametric Surfaces
Mohammad Sadil Khan, Muhammad Usama, Rolandos Alexandros Potamias +4
cs.CVcs.AIarXiv:2603.05607v22026
TensorFlow Lite Micro: Embedded Machine Learning on TinyML Systems
Robert David, Jared Duke, Advait Jain +10
cs.LGcs.AIarXiv:2010.08678v32020
DC-DiT: Adaptive Compute and Elastic Inference for Visual Generation via Dynamic Chunking
Akash Haridas, Utkarsh Saxena, Parsa Ashrafi Fashi +3
cs.CVcs.AIcs.LGarXiv:2603.06351v22026
Concept-Guided Fine-Tuning: Steering ViTs away from Spurious Correlations to Improve Robustness
Yehonatan Elisha, Oren Barkan, Noam Koenigstein
cs.CVcs.AIcs.LGarXiv:2603.08309v22026
Deep Tabular Research via Continual Experience-Driven Execution
Junnan Dong, Chuang Zhou, Zheng Yuan +7
cs.AIarXiv:2603.09151v22026
Dynin-Omni: Omnimodal Unified Large Diffusion Language Model
Jaeik Kim, Woojin Kim, Jihwan Hong +8
cs.CLcs.AIarXiv:2604.00007v12026
EMPIRE: Explicit Manipulation Planning as a Learnable Intermediate Representation for Egocentric Hand-Motion Forecasting
Wen Wang, Ruibing Hou, Hong Chang +2
cs.ROcs.AIarXiv:2608.22449v12026
Entropy Search for Information-Efficient Global Optimization
Philipp Hennig, Christian J. Schuler
stat.MLcs.AIarXiv:1112.1217v12011
Compiler-First State Space Duality and Portable $O(1)$ Autoregressive Caching for Inference
Cosmo Santoni, Anmol Thapar
cs.LGcs.AIcs.DCarXiv:2603.09555v22026
Visualizing Deep Neural Network Decisions: Prediction Difference Analysis
Luisa M Zintgraf, Taco S Cohen, Tameem Adel +1
cs.CVcs.AIarXiv:1702.04595v12017
Recursive Language Models Meet Uncertainty: The Surprising Effectiveness of Self-Reflective Program Search for Long Context
Keivan Alizadeh, Parshin Shojaee, Minsik Cho +1
cs.CLcs.AIcs.LGarXiv:2603.15653v12026
Doubly Robust Off-policy Value Evaluation for Reinforcement Learning
Nan Jiang, Lihong Li
cs.LGcs.AIeess.SYarXiv:1511.03722v32015
A Survey and Critique of Multiagent Deep Reinforcement Learning
Pablo Hernandez-Leal, Bilal Kartal, Matthew E. Taylor
cs.MAcs.AIcs.LGarXiv:1810.05587v32018
BiCLIP: Domain Canonicalization via Structured Geometric Transformation
Pranav Mantini, Shishir K. Shah
cs.CVcs.AIcs.CLarXiv:2603.08942v22026
The Reasoning Trap -- Logical Reasoning as a Mechanistic Pathway to Situational Awareness
Subramanyam Sahoo, Aman Chadha, Vinija Jain +1
cs.AIcs.CLcs.CYarXiv:2603.09200v12026
From Anecdotal Evidence to Quantitative Evaluation Methods: A Systematic Review on Evaluating Explainable AI
Meike Nauta, Jan Trienes, Shreyasi Pathak +6
cs.AIarXiv:2201.08164v32022
Towards a Neural Debugger for Python
Maximilian Beck, Jonas Gehring, Jannik Kossen +1
cs.LGcs.AIcs.SEarXiv:2603.09951v12026
End-to-end Structure-Aware Convolutional Networks for Knowledge Base Completion
Chao Shang, Yun Tang, Jing Huang +3
cs.AIcs.CLarXiv:1811.04441v22018
MoKus: Leveraging Cross-Modal Knowledge Transfer for Knowledge-Aware Concept Customization
Chenyang Zhu, Hongxiang Li, Xiu Li +1
cs.CVcs.AIcs.CLarXiv:2603.12743v12026
A Comprehensive Survey on Pretrained Foundation Models: A History from BERT to ChatGPT
Ce Zhou, Qian Li, Chen Li +16
cs.AIcs.CLcs.LGarXiv:2302.09419v32023
V2M-Zero: Zero-Pair Time-Aligned Video-to-Music Generation
Yan-Bo Lin, Jonah Casebeer, Long Mai +3
cs.CVcs.AIcs.LGarXiv:2603.11042v22026
Test-Time Strategies for More Efficient and Accurate Agentic RAG
Brian Zhang, Deepti Guntur, Zhiyang Zuo +7
cs.IRcs.AIarXiv:2603.12396v12026
Synthesizing the preferred inputs for neurons in neural networks via deep generator networks
Anh Nguyen, Alexey Dosovitskiy, Jason Yosinski +2
cs.NEcs.AIcs.CVarXiv:1605.09304v52016
ECG-Reasoning-Benchmark: A Benchmark for Evaluating Clinical Reasoning Capabilities in ECG Interpretation
Jungwoo Oh, Hyunseung Chung, Junhee Lee +6
cs.LGcs.AIcs.CLarXiv:2603.14326v12026
A Multi-World Approach to Question Answering about Real-World Scenes based on Uncertain Input
Mateusz Malinowski, Mario Fritz
cs.AIcs.CLcs.CVarXiv:1410.0210v42014
Learning to Ask: Neural Question Generation for Reading Comprehension
Xinya Du, Junru Shao, Claire Cardie
cs.CLcs.AIarXiv:1705.00106v12017
AgriIR: A Scalable Framework for Domain-Specific Knowledge Retrieval
Shuvam Banerji Seal, Aheli Poddar, Alok Mishra +1
cs.IRcs.AIarXiv:2604.16353v12026
Loc3R-VLM: Language-based Localization and 3D Reasoning with Vision-Language Models
Kevin Qu, Haozhe Qi, Mihai Dusmanu +3
cs.CVcs.AIcs.CLarXiv:2603.18002v12026
s2n-bignum-bench: A practical benchmark for evaluating low-level code reasoning of LLMs
Balaji Rao, John Harrison, Soonho Kong +2
cs.PLcs.AIcs.CRarXiv:2603.14628v22026
Socratic Models: Composing Zero-Shot Multimodal Reasoning with Language
Andy Zeng, Maria Attarian, Brian Ichter +10
cs.CVcs.AIcs.CLarXiv:2204.00598v22022
AdapterTune: Zero-Initialized Low-Rank Adapters for Frozen Vision Transformers
Salim Khazem
cs.CVcs.AIcs.LGarXiv:2603.14706v12026
ReactMotion: Generating Reactive Listener Motions from Speaker Utterance
Cheng Luo, Bizhu Wu, Bing Li +5
cs.CVcs.AIcs.HCarXiv:2603.15083v12026
One-Shot Imitation Learning
Yan Duan, Marcin Andrychowicz, Bradly C. Stadie +5
cs.AIcs.LGcs.NEarXiv:1703.07326v32017
EG-ARSA: An Expert-Grounded Open Model for Visual Road Safety Auditing in Low-Resource Settings
Md Thamed Bin Zaman Chowdhury, Moazzem Hossain
cs.CVcs.AIarXiv:2608.23563v12026
AgentFormer: Agent-Aware Transformers for Socio-Temporal Multi-Agent Forecasting
Ye Yuan, Xinshuo Weng, Yanglan Ou +1
cs.AIcs.CVcs.LGarXiv:2103.14023v32021
From Masks to Pixels and Meaning: A New Taxonomy, Benchmark, and Metrics for VLM Image Tampering
Xinyi Shang, Yi Tang, Jiacheng Cui +9
cs.CVcs.AIcs.LGarXiv:2603.20193v12026
What's the Catch? Evaluating Temporal Consistency in Vision-Language Models
Marek Hradil, Danae Sánchez Villegas
cs.CLcs.AIcs.CVarXiv:2608.23474v22026
Unified Spatio-Temporal Token Scoring for Efficient Video VLMs
Jianrui Zhang, Yue Yang, Rohun Tripathi +5
cs.CVcs.AIcs.LGarXiv:2603.18004v12026
Reasoning or Rhetoric? An Empirical Analysis of Moral Reasoning Explanations in Large Language Models
Aryan Kasat, Smriti Singh, Aman Chadha +1
cs.AIarXiv:2603.21854v12026
LLM-Based Selection of Incongruent Verbal and Nonverbal Behavior for Virtual Humans
Parisa Ghanad Torshizi, Stacy Marsella
cs.AIcs.HCcs.ROarXiv:2608.22731v12026
HiMu: Hierarchical Multimodal Frame Selection for Long Video Question Answering
Dan Ben-Ami, Gabriele Serussi, Kobi Cohen +1
cs.CVcs.AIarXiv:2603.18558v22026
Compositional Visual Generation with Composable Diffusion Models
Nan Liu, Shuang Li, Yilun Du +2
cs.CVcs.AIcs.LGarXiv:2206.01714v62022

Artificial Intelligence

Beyond Length Scaling: Synergizing Breadth and Depth for Generative Reward Models

DynaMoE: Dynamic Token-Level Expert Activation with Layer-Wise Adaptive Capacity for Mixture-of-Experts Neural Networks

Research Priorities for Robust and Beneficial Artificial Intelligence

T2S-Bench & Structure-of-Thought: Benchmarking and Prompting Comprehensive Text-to-Structure Reasoning

Don't Just Assume; Look and Answer: Overcoming Priors for Visual Question Answering

Overcoming Catastrophic Forgetting by Incremental Moment Matching

Are Emergent Abilities of Large Language Models a Mirage?

Scaling Agentic Capabilities, Not Context: Efficient Reinforcement Finetuning for Large Toolspaces

SSE-Bio: A Structured Self-Evolving Agent with Agentic Retrieval Policy for Multi-Hop Biomedical Reasoning

Deep Learning for Computational Chemistry

Analyzing and Mitigating Cross-Lingual Degradation in Multilingual Medical VQA

SAHOO: Safeguarded Alignment for High-Order Optimization Objectives in Recursive Self-Improvement

Invertible Residual Networks

BrandFusion: A Multi-Agent Framework for Seamless Brand Integration in Text-to-Video Generation

DeepSAGE: Stage-Aware Reinforcement Learning for Structured CBT Counseling Dialogue

Probabilistic Model-Agnostic Meta-Learning

HiMAP-Travel: Hierarchical Multi-Agent Planning for Long-Horizon Constrained Travel

Weakly supervised concept Bottleneck Learning for Robust Two stage Object centric visual reasoning

DreamCAD: Scaling Multi-modal CAD Generation using Differentiable Parametric Surfaces

TensorFlow Lite Micro: Embedded Machine Learning on TinyML Systems

DC-DiT: Adaptive Compute and Elastic Inference for Visual Generation via Dynamic Chunking

Concept-Guided Fine-Tuning: Steering ViTs away from Spurious Correlations to Improve Robustness

Deep Tabular Research via Continual Experience-Driven Execution

Dynin-Omni: Omnimodal Unified Large Diffusion Language Model

EMPIRE: Explicit Manipulation Planning as a Learnable Intermediate Representation for Egocentric Hand-Motion Forecasting

Entropy Search for Information-Efficient Global Optimization

Compiler-First State Space Duality and Portable $O(1)$ Autoregressive Caching for Inference

Visualizing Deep Neural Network Decisions: Prediction Difference Analysis

Recursive Language Models Meet Uncertainty: The Surprising Effectiveness of Self-Reflective Program Search for Long Context

Doubly Robust Off-policy Value Evaluation for Reinforcement Learning

A Survey and Critique of Multiagent Deep Reinforcement Learning

BiCLIP: Domain Canonicalization via Structured Geometric Transformation

The Reasoning Trap -- Logical Reasoning as a Mechanistic Pathway to Situational Awareness

From Anecdotal Evidence to Quantitative Evaluation Methods: A Systematic Review on Evaluating Explainable AI

Towards a Neural Debugger for Python

End-to-end Structure-Aware Convolutional Networks for Knowledge Base Completion

MoKus: Leveraging Cross-Modal Knowledge Transfer for Knowledge-Aware Concept Customization

A Comprehensive Survey on Pretrained Foundation Models: A History from BERT to ChatGPT

V2M-Zero: Zero-Pair Time-Aligned Video-to-Music Generation

Test-Time Strategies for More Efficient and Accurate Agentic RAG

Synthesizing the preferred inputs for neurons in neural networks via deep generator networks

ECG-Reasoning-Benchmark: A Benchmark for Evaluating Clinical Reasoning Capabilities in ECG Interpretation

A Multi-World Approach to Question Answering about Real-World Scenes based on Uncertain Input

Learning to Ask: Neural Question Generation for Reading Comprehension

AgriIR: A Scalable Framework for Domain-Specific Knowledge Retrieval

Loc3R-VLM: Language-based Localization and 3D Reasoning with Vision-Language Models

s2n-bignum-bench: A practical benchmark for evaluating low-level code reasoning of LLMs

Socratic Models: Composing Zero-Shot Multimodal Reasoning with Language

AdapterTune: Zero-Initialized Low-Rank Adapters for Frozen Vision Transformers

ReactMotion: Generating Reactive Listener Motions from Speaker Utterance

One-Shot Imitation Learning

EG-ARSA: An Expert-Grounded Open Model for Visual Road Safety Auditing in Low-Resource Settings

AgentFormer: Agent-Aware Transformers for Socio-Temporal Multi-Agent Forecasting

From Masks to Pixels and Meaning: A New Taxonomy, Benchmark, and Metrics for VLM Image Tampering

What's the Catch? Evaluating Temporal Consistency in Vision-Language Models

Unified Spatio-Temporal Token Scoring for Efficient Video VLMs

Reasoning or Rhetoric? An Empirical Analysis of Moral Reasoning Explanations in Large Language Models

LLM-Based Selection of Incongruent Verbal and Nonverbal Behavior for Virtual Humans

HiMu: Hierarchical Multimodal Frame Selection for Long Video Question Answering

Compositional Visual Generation with Composable Diffusion Models