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Academic · 약 1분

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)

조회수 67회 03.17

Academic · 약 1분

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

조회수 96회 03.17

Academic · 약 1분

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)

조회수 63회 03.17

Academic · 약 1분

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

조회수 94회 03.17

Academic · 약 1분

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

조회수 47회 03.17

Academic · 약 1분

Efficient Reasoning with Balanced Thinking

arXiv:2603.12372v1 Announce Type: new Abstract: Large Reasoning Models (LRMs) have shown remarkable reasoning capabilities, yet they often suffer from overthinking, expending redundant computational steps on …

Yulin Li, Tengyao Tu, Li Ding, Junjie Wang, Huiling Zhen, Yixin Chen, Yong Li, Zhuotao Tian

조회수 41회 03.17

Academic · 약 1분

Diagnosing Retrieval Bias Under Multiple In-Context Knowledge Updates in Large Language Models

arXiv:2603.12271v1 Announce Type: cross Abstract: LLMs are widely used in knowledge-intensive tasks where the same fact may be revised multiple times within context. Unlike prior …

Boyu Qiao, Sean Guo, Xian Yang, Kun Li, Wei Zhou, Songlin Hu, Yunya Song

조회수 34회 03.17

Academic · 약 1분

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

조회수 28회 03.17

Academic · 약 1분

A Geometrically-Grounded Drive for MDL-Based Optimization in Deep Learning

arXiv:2603.12304v1 Announce Type: cross Abstract: This paper introduces a novel optimization framework that fundamentally integrates the Minimum Description Length (MDL) principle into the training dynamics …

Ming Lei, Shufan Wu, Christophe Baehr

조회수 84회 03.17

Academic · 약 1분

Context is all you need: Towards autonomous model-based process design using agentic AI in flowsheet …

arXiv:2603.12813v1 Announce Type: new Abstract: Agentic AI systems integrating large language models (LLMs) with reasoning and tooluse capabilities are transforming various domains - in particular, …

Pascal Sch\"afer, Lukas J. Krinke, Martin Wlotzka, Norbert Asprion

조회수 34회 03.17

Academic · 약 1분

Generating Expressive and Customizable Evals for Timeseries Data Analysis Agents with AgentFuel

arXiv:2603.12483v1 Announce Type: new Abstract: Across many domains (e.g., IoT, observability, telecommunications, cybersecurity), there is an emerging adoption of conversational data analysis agents that enable …

Aadyaa Maddi, Prakhar Naval, Deepti Mande, Shane Duan, Muckai Girish, Vyas Sekar

조회수 37회 03.17

Academic · 약 1분

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

조회수 51회 03.17

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