📚 文献库
Literature Library

Zero-Shot Imagined Speech Decoding via Imagined-to-Listened MEG Mapping

作者
Authors: Maryam Maghsoudi | Shihab Shamma 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 39 📚 27

The Structural Origin of Attention Sink: Variance Discrepancy, Super Neurons, and Dimension Disparit...

作者
Authors: Siquan Li | Kaiqi Jiang | Jiacheng Sun | Tianyang ... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 115 📚 1

Online 贝叶斯 (Bayesian) Calibration under Gradual and Abrupt System Changes

Online Bayesian Calibration under Gradual and Abrupt System Changes

作者
Authors: Yang Xu | Chiwoo Park 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 188 📚 1

UniPool: A Globally Shared Expert Pool for Mixture-of-Experts

作者
Authors: Minbin Huang | Han Shi | Chuanyang Zheng | Yimeng ... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 71 📚 24

Sharp Capacity Thresholds in Linear Associative Memory: From Winner-Take-All to Listwise Retrieval

作者
Authors: Nicholas Barnfield | Juno Kim | Eshaan Nichani | J... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 158 📚 18

Conditional Diffusion Sampling

作者
Authors: Francisco M. Castro-Macías | Pablo Morales-Álvarez... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 190 📚 6

Large-Scale High-Quality 3D Gaussian Head Reconstruction from Multi-View Captures

作者
Authors: Evangelos Ntavelis | Sean Wu | Mohamad Shahbazi | ... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 98 📚 30

First-Order Efficiency for Probabilistic Value 估计 (Estimation) via A 统计 (Statistical) Viewpoint

First-Order Efficiency for Probabilistic Value Estimation via A Statistical Viewpoint

作者
Authors: Ziqi Liu | Kiljae Lee | Yuan Zhang | Weijing Tang 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 154 📚 11

Unsupervised Machine 学习 (Learning) for Detecting Structural Anomalies in European Regional Statistic...

Unsupervised Machine Learning for Detecting Structural Anomalies in European Regional Statistics

作者
Authors: Bogdan Oancea 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 208 📚 23

Recursive Maximum Likelihood 估计 (Estimation) for Interacting Particle Systems using Virtual Particle...

Recursive Maximum Likelihood Estimation for Interacting Particle Systems using Virtual Particles

作者
Authors: Louis Sharrock | Nikolas Kantas | Grigorios A. Pav... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 45 📚 5

Generating 统计 (Statistical) Charts with Validation-Driven LLM Workflows

Generating Statistical Charts with Validation-Driven LLM Workflows

作者
Authors: Pavlin G. Poličar | Andraž Pevcin | Blaž Zupan 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 196 📚 9

Kernelized Advantage 估计 (Estimation): From Nonparametric Statistics to LLM Reasoning

Kernelized Advantage Estimation: From Nonparametric Statistics to LLM Reasoning

作者
Authors: Shijin Gong | Kai Ye | Jin Zhu | Xinyu Zhang | Hon... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 117 📚 12

Synthetic Computers at Scale for Long-Horizon Productivity Simulation

作者
Authors: Tao Ge | Baolin Peng | Hao Cheng | Jianfeng Gao 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 194 📚 11

A Note on How to Remove the $\ln\ln T$ Term from the Squint Bound

作者
Authors: Francesco Orabona 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 142 📚 15

Hyper Input Convex 神经网络 (Neural Network)s for Shape Constrained 学习 (Learning) and Optimal Transport

Hyper Input Convex Neural Networks for Shape Constrained Learning and Optimal Transport

作者
Authors: Shayan Hundrieser | Insung Kong | Johannes Schmidt... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 177 📚 12

教师强迫为通用贝叶:优化几何错配 切换代号为"魅力动力"

Teacher Forcing as Generalized Bayes: Optimization Geometry Mismatch in Switching Surrogates for Cha...

作者
Authors: Andre Herz | Daniel Durstewitz | Georgia Koppe 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 129 📚 6

一个模型应如何迅速接受监督? 关于Tsallis损失连续线的培训理由模型

How Fast Should a Model Commit to Supervision? Training Reasoning Models on the Tsallis Loss Continu...

作者
Authors: Chu-Cheng Lin | Eugene Ie 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 151 📚 30

从多重思考者那里学习思考

Learning to Think from Multiple Thinkers

作者
Authors: Nirmit Joshi | Roey Magen | Nathan Srebro | Nikola... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 66 📚 5

多类和列表学习的优化样本复杂度

The Optimal Sample Complexity of Multiclass and List Learning

作者
Authors: Chirag Pabbaraju 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 96 📚 16

混合会员制

Mixed Membership sub-Gaussian Models

作者
Authors: Huan Qing 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 64 📚 21