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)

32 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

33 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)

19 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

47 views Mar 17

Academic · 1 min

HCP-DCNet: A Hierarchical Causal Primitive Dynamic Composition Network for Self-Improving Causal Understanding

arXiv:2603.12305v1 Announce Type: cross Abstract: The ability to understand and reason about cause and effect -- encompassing interventions, counterfactuals, and underlying mechanisms -- is a …

Ming Lei, Shufan Wu, Christophe Baehr

23 views Mar 17

Academic · 1 min

Aligning Language Models from User Interactions

arXiv:2603.12273v1 Announce Type: cross Abstract: Multi-turn user interactions are among the most abundant data produced by language models, yet we lack effective methods to learn …

Thomas Kleine Buening, Jonas H\"ubotter, Barna P\'asztor, Idan Shenfeld, Giorgia Ramponi, Andreas Krause

11 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

18 views Mar 17

Academic · 1 min

Synthetic Data Generation for Brain-Computer Interfaces: Overview, Benchmarking, and Future Directions

arXiv:2603.12296v1 Announce Type: cross Abstract: Deep learning has achieved transformative performance across diverse domains, largely driven by the large-scale, high-quality training data. In contrast, the …

Ziwei Wang, Zhentao He, Xingyi He, Hongbin Wang, Tianwang Jia, Jingwei Luo, Siyang Li, Xiaoqing Chen, Dongrui Wu

24 views Mar 17

Academic · 1 min

Beyond Final Answers: CRYSTAL Benchmark for Transparent Multimodal Reasoning Evaluation

arXiv:2603.13099v1 Announce Type: new Abstract: We introduce **CRYSTAL** (*__C__lear __R__easoning via __Y__ielded __S__teps, __T__raceability and __L__ogic*), a diagnostic benchmark with 6,372 instances that evaluates multimodal …

Wayner Barrios, SouYoung Jin

20 views Mar 17

Academic · 1 min

Context-Enriched Natural Language Descriptions of Vessel Trajectories

arXiv:2603.12287v1 Announce Type: new Abstract: We address the problem of transforming raw vessel trajectory data collected from AIS into structured and semantically enriched representations interpretable …

Kostas Patroumpas, Alexandros Troupiotis-Kapeliaris, Giannis Spiliopoulos, Panagiotis Betchavas, Dimitrios Skoutas, Dimitris Zissis, Nikos Bikakis

20 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

35 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

10 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

HCP-DCNet: A Hierarchical Causal Primitive Dynamic Composition Network for Self-Improving Causal Understanding

Aligning Language Models from User Interactions

VQQA: An Agentic Approach for Video Evaluation and Quality Improvement

Synthetic Data Generation for Brain-Computer Interfaces: Overview, Benchmarking, and Future Directions

Beyond Final Answers: CRYSTAL Benchmark for Transparent Multimodal Reasoning Evaluation

Context-Enriched Natural Language Descriptions of Vessel Trajectories

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

JCG, PC

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