Academic

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Academic · 1 min

AI-Driven Predictive Maintenance with Real-Time Contextual Data Fusion for Connected Vehicles: A Multi-Dataset Evaluation

arXiv:2603.13343v1 Announce Type: new Abstract: Most vehicle predictive maintenance systems rely exclusively on internal diagnostic signals and are validated on deterministic synthetic data, limiting the …

Kushal Khemani (Independent Researcher, India), Anjum Nazir Qureshi (Rajiv Gandhi College of Engineering Research,Technology)

55 views Mar 17

Academic · 1 min

PolyGLU: State-Conditional Activation Routing in Transformer Feed-Forward Networks

arXiv:2603.13347v1 Announce Type: new Abstract: Biological neural systems employ diverse neurotransmitters -- glutamate, GABA, dopamine, acetylcholine -- to implement distinct signal-processing modalities within shared neural …

Daniel Nobrega Medeiros

74 views Mar 17

Academic · 1 min

Thermal Robustness of Retrieval in Dense Associative Memories: LSE vs LSR Kernels

arXiv:2603.13350v1 Announce Type: new Abstract: Understanding whether retrieval in dense associative memories survives thermal noise is essential for bridging zero-temperature capacity proofs with the finite-temperature …

Tatiana Petrova (Interdisciplinary Centre for Security, Reliability,Trust)

50 views Mar 17

Academic · 1 min

A Hierarchical End-of-Turn Model with Primary Speaker Segmentation for Real-Time Conversational AI

arXiv:2603.13379v1 Announce Type: new Abstract: We present a real-time front-end for voice-based conversational AI to enable natural turn-taking in two-speaker scenarios by combining primary speaker …

Karim Helwani, Hoang Do, James Luan, Sriram Srinivasan

78 views Mar 17

Academic · 1 min

VQQA: An Agentic Approach for Video Evaluation and Quality Improvement

arXiv:2603.12310v1 Announce Type: cross Abstract: Despite rapid advancements in video generation models, aligning their outputs with complex user intent remains challenging. Existing test-time optimization methods …

Yiwen Song, Tomas Pfister, Yale Song

39 views Mar 17

Academic · 1 min

The DIME Architecture: A Unified Operational Algorithm for Neural Representation, Dynamics, Control and Integration

arXiv:2603.12286v1 Announce Type: cross Abstract: Modern neuroscience has accumulated extensive evidence on perception, memory, prediction, valuation, and consciousness, yet still lacks an explicit operational architecture …

Ionel Cristian Vladu, Nicu Bizdoaca, Ionica Pirici, Tudor-Adrian Balseanu, Eduard Nicusor Bondoc

61 views Mar 17

Academic · 1 min

Detecting Miscitation on the Scholarly Web through LLM-Augmented Text-Rich Graph Learning

arXiv:2603.12290v1 Announce Type: cross Abstract: Scholarly web is a vast network of knowledge connected by citations. However, this system is increasingly compromised by miscitation, where …

Huidong Wu, Haojia Xiang, Jingtong Gao, Xiangyu Zhao, Dengsheng Wu, Jianping Li

28 views Mar 17

Academic · 1 min

ODRL Policy Comparison Through Normalisation

arXiv:2603.12926v1 Announce Type: new Abstract: The ODRL language has become the standard for representing policies and regulations for digital rights. However its complexity is a …

Jaime Osvaldo Salas, Paolo Pareti, George Konstantinidis

48 views Mar 17

Academic · 1 min

Structured Distillation for Personalized Agent Memory: 11x Token Reduction with Retrieval Preservation

arXiv:2603.13017v1 Announce Type: new Abstract: Long conversations with an AI agent create a simple problem for one user: the history is useful, but carrying it …

Sydney Lewis

23 views Mar 17

Academic · 1 min

Prompt Injection as Role Confusion

arXiv:2603.12277v1 Announce Type: cross Abstract: Language models remain vulnerable to prompt injection attacks despite extensive safety training. We trace this failure to role confusion: models …

Charles Ye, Jasmine Cui, Dylan Hadfield-Menell

30 views Mar 17

Academic · 1 min

Global Evolutionary Steering: Refining Activation Steering Control via Cross-Layer Consistency

arXiv:2603.12298v1 Announce Type: cross Abstract: Activation engineering enables precise control over Large Language Models (LLMs) without the computational cost of fine-tuning. However, existing methods deriving …

Xinyan Jiang, Wenjing Yu, Di Wang, Lijie Hu

16 views Mar 17

Academic · 1 min

ToolTree: Efficient LLM Agent Tool Planning via Dual-Feedback Monte Carlo Tree Search and Bidirectional Pruning

arXiv:2603.12740v1 Announce Type: new Abstract: Large Language Model (LLM) agents are increasingly applied to complex, multi-step tasks that require interaction with diverse external tools across …

Shuo Yang, Soyeon Caren Han, Yihao Ding, Shuhe Wang, Eduard Hoy

21 views Mar 17

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Academic

AI-Driven Predictive Maintenance with Real-Time Contextual Data Fusion for Connected Vehicles: A Multi-Dataset Evaluation

PolyGLU: State-Conditional Activation Routing in Transformer Feed-Forward Networks

Thermal Robustness of Retrieval in Dense Associative Memories: LSE vs LSR Kernels

A Hierarchical End-of-Turn Model with Primary Speaker Segmentation for Real-Time Conversational AI

VQQA: An Agentic Approach for Video Evaluation and Quality Improvement

The DIME Architecture: A Unified Operational Algorithm for Neural Representation, Dynamics, Control and Integration

Detecting Miscitation on the Scholarly Web through LLM-Augmented Text-Rich Graph Learning

ODRL Policy Comparison Through Normalisation

Structured Distillation for Personalized Agent Memory: 11x Token Reduction with Retrieval Preservation

Prompt Injection as Role Confusion

Global Evolutionary Steering: Refining Activation Steering Control via Cross-Layer Consistency

ToolTree: Efficient LLM Agent Tool Planning via Dual-Feedback Monte Carlo Tree Search and Bidirectional Pruning

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