DyMoE: Dynamic Expert Orchestration with Mixed-Precision Quantization for Efficient MoE 推断 (Inferenc...

DyMoE: Dynamic Expert Orchestration with Mixed-Precision Quantization for Efficient MoE Inference on...

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Authors: Yuegui Huang, Zhiyuan Fang, Weiqi Luo, Ruoyu Wu, W... 期刊
Journal: - 年份
Year: 2026 分类
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👁 201 📚 31

意义和计量:视野-语言导航的多剂概率定位

Meanings and Measurements: Multi-Agent Probabilistic Grounding for Vision-Language Navigation

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Authors: Swagat Padhan, Lakshya Jain, Bhavya Minesh Shah, O... 期刊
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Year: 2026 分类
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👁 180 📚 37

神经PDE溶解器的严格错误认证:从经验残留到溶解保证

Rigorous Error Certification for Neural PDE Solvers: From Empirical Residuals to Solution Guarantees

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Authors: Amartya Mukherjee, Maxwell Fitzsimmons, David C. D... 期刊
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Year: 2026 分类
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👁 47 📚 47

Optimal Splitting of Language 模型 (Model)s from Mixtures to Specialized Domains

Optimal Splitting of Language Models from Mixtures to Specialized Domains

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Authors: Skyler Seto, Pierre Ablin, Anastasiia Filippova, J... 期刊
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Year: 2026 分类
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👁 43 📚 22

快速有效计算通用对称矩阵

Fast and Effective Computation of Generalized Symmetric Matrix Factorization

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Authors: Lei Yang, Han Wan, Min Zhang, Ling Liang 期刊
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Year: 2026 分类
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👁 165 📚 23

D5P4: 平行分散分解中多样性分解点过程

D5P4: Partition Determinantal Point Process for Diversity in Parallel Discrete Diffusion Decoding

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Authors: Jonathan Lys, Vincent Gripon, Bastien Pasdeloup, A... 期刊
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Year: 2026 分类
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👁 144 📚 20

Enhancing Pretrained 模型 (Model)-based Continual Representation 学习 (Learning) via Guided Random Proje...

Enhancing Pretrained Model-based Continual Representation Learning via Guided Random Projection

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Authors: Ruilin Li, Heming Zou, Xiufeng Yan, Zheming Liang,... 期刊
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Year: 2026 分类
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👁 296 📚 3

SHAPCA: Consistent and Interpretable Explanations for Machine 学习 (Learning) 模型 (Model)s on Spectrosc...

SHAPCA: Consistent and Interpretable Explanations for Machine Learning Models on Spectroscopy Data

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Authors: Mingxing Zhang, Nicola Rossberg, Simone Innocente,... 期刊
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Year: 2026 分类
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👁 141 📚 17

Hierarchical Latent Structure 学习 (Learning) through Online 推断 (Inference)

Hierarchical Latent Structure Learning through Online Inference

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Authors: Ines Aitsahalia, Kiyohito Iigaya 期刊
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Year: 2026 分类
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👁 376 📚 31

Adaptive Regime-Aware Stock Price 预测 (Prediction) Using Autoencoder-Gated Dual Node Transformers wit...

Adaptive Regime-Aware Stock Price Prediction Using Autoencoder-Gated Dual Node Transformers with Rei...

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Authors: Mohammad Al Ridhawi, Mahtab Haj Ali, Hussein Al Os... 期刊
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Year: 2026 分类
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👁 263 📚 43

From 推断 (Inference) Efficiency to Embodied Efficiency: Revisiting Efficiency Metrics for Vision-Lang...

From Inference Efficiency to Embodied Efficiency: Revisiting Efficiency Metrics for Vision-Language-...

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Authors: Zhuofan Li, Hongkun Yang, Zhenyang Chen, Yangxuan ... 期刊
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Year: 2026 分类
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👁 484 📚 27

On Optimizing Multimodal Jailbreaks for Spoken Language 模型 (Model)s

On Optimizing Multimodal Jailbreaks for Spoken Language Models

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Authors: Aravind Krishnan, Karolina Stańczak, Dietrich Klak... 期刊
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Year: 2026 分类
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👁 283 📚 34

How Uncertainty 估计 (Estimation) Scales with Sampling in Reasoning 模型 (Model)s

How Uncertainty Estimation Scales with Sampling in Reasoning Models

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Authors: Maksym Del, Markus Kängsepp, Marharyta Domnich, Ar... 期刊
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Year: 2026 分类
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👁 447 📚 3

FedTrident: Resilient Road Condition 分类 (Classification) Against Poisoning Attacks in Federated 学习 (...

FedTrident: Resilient Road Condition Classification Against Poisoning Attacks in Federated Learning

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Authors: Sheng Liu, Panos Papadimitratos 期刊
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Year: 2026 分类
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👁 167 📚 8

SAVeS: Steering Safety Judgments in Vision-Language 模型 (Model)s via Semantic Cues

SAVeS: Steering Safety Judgments in Vision-Language Models via Semantic Cues

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Authors: Carlos Hinojosa, Clemens Grange, Bernard Ghanem 期刊
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Year: 2026 分类
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👁 359 📚 4

Position: Spectral GNNs Are Neither Spectral Nor Superior for Node 分类 (Classification)

Position: Spectral GNNs Are Neither Spectral Nor Superior for Node Classification

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Authors: Qin Jiang, Chengjia Wang, Michael Lones, Dongdong ... 期刊
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Year: 2026 分类
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👁 497 📚 15

Communication-Efficient and Robust Multi-Modal Federated 学习 (Learning) via Latent-Space Consensus

Communication-Efficient and Robust Multi-Modal Federated Learning via Latent-Space Consensus

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Authors: Mohamed Badi, Chaouki Ben Issaid, Mehdi Bennis 期刊
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Year: 2026 分类
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👁 236 📚 13

When Differential Privacy Meets Wireless Federated 学习 (Learning): An Improved 分析 (Analysis) for Priv...

When Differential Privacy Meets Wireless Federated Learning: An Improved Analysis for Privacy and Co...

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Authors: Chen Yaoling, Liang Hao, Tu Xiaotong 期刊
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Year: 2026 分类
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👁 467 📚 24

SEM: Sparse Embedding Modulation for Post-Hoc Debiasing of Vision-Language 模型 (Model)s

SEM: Sparse Embedding Modulation for Post-Hoc Debiasing of Vision-Language Models

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Authors: Quentin Guimard, Federico Bartsch, Simone Caldarel... 期刊
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Year: 2026 分类
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👁 470 📚 25

Towards Verifiable AI with Lightweight Cryptographic Proofs of 推断 (Inference)

Towards Verifiable AI with Lightweight Cryptographic Proofs of Inference

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Authors: Pranay Anchuri, Matteo Campanelli, Paul Cesaretti,... 期刊
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👁 260 📚 45