📚 文献库
Literature Library

Finite-Particle Convergence Rates for Conservative and Non-Conservative Drifting 模型 (Model)s

Finite-Particle Convergence Rates for Conservative and Non-Conservative Drifting Models

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

👁 97 📚 20

The Matching Principle: A Geometric Theory of Loss Functions for Nuisance-Robust Representation 学习 (...

The Matching Principle: A Geometric Theory of Loss Functions for Nuisance-Robust Representation Lear...

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

👁 152 📚 14

Integrable Elasticity via Neural Demand Potentials

作者
Authors: Carlos Heredia | Daniel Roncel 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 87 📚 0

Neural Negative Binomial 回归 (Regression) for Weekly Seismicity Forecasting: Per-Cell Dispersion 估计 (...

Neural Negative Binomial Regression for Weekly Seismicity Forecasting: Per-Cell Dispersion Estimatio...

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

👁 145 📚 21

Quantifying Hyperparameter Transfer and the Importance of Embedding Layer 学习 (Learning) Rate

Quantifying Hyperparameter Transfer and the Importance of Embedding Layer Learning Rate

作者
Authors: Dayal Singh Kalra | Maissam Barkeshli 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 67 📚 21

Goal-Oriented Lower-Tail Calibration of Gaussian Processes for 贝叶斯 (Bayesian) 优化 (Optimization)

Goal-Oriented Lower-Tail Calibration of Gaussian Processes for Bayesian Optimization

作者
Authors: Aurélien Pion | Emmanuel Vazquez 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 121 📚 29

Multi-axis 分析 (Analysis) of Image Manipulation Localization

Multi-axis Analysis of Image Manipulation Localization

作者
Authors: Keanu Nichols | Divya Appapogu | Giscard Biamby | ... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 177 📚 2

A Readiness-Driven Runtime for Pipeline-Parallel Training under Runtime Variability

作者
Authors: Ruitao Liu | Xinyang Tian | Shuo Chen | Tingrui Zh... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 156 📚 20

FRESH: Information-Geometric Calibration of Patient-Level 模型 (Model)s to Aggregate Evidence

FRESH: Information-Geometric Calibration of Patient-Level Models to Aggregate Evidence

作者
Authors: Franklin Fuller | Daniele Bertolini | Samantha Lia... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 87 📚 8

Dynamics-Level Watermarking of Flow Matching 模型 (Model)s with Random Codes

Dynamics-Level Watermarking of Flow Matching Models with Random Codes

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

👁 47 📚 17

Logging Policy Design for Off-Policy Evaluation

作者
Authors: Connor Douglas | Joel Persson | Foster Provost 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 109 📚 13

RoSHAP: A Distributional Framework and Robust Metric for Stable Feature Attribution

作者
Authors: Lanxin Xiang | Liang Shi | Youhui Ye | Boyu Jiang ... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 38 📚 8

Text Knows What, Tables Know When: Clinical Timeline Reconstruction via Retrieval-Augmented Multimod...

作者
Authors: Sayantan Kumar | Shahriar Noroozizadeh | Juyong Ki... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 43 📚 8

FutureSim: Replaying World Events to Evaluate Adaptive Agents

作者
Authors: Shashwat Goel | Nikhil Chandak | Arvindh Arun | Am... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 67 📚 13

Tight Sample Complexity Bounds for Entropic Best Policy Identification

作者
Authors: Amer Essakine | Claire Vernade 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 34 📚 16

A proximal gradient algorithm for composite log-concave sampling

作者
Authors: Linghai Liu | Sinho Chewi 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 45 📚 12

Pion: A Spectrum-Preserving Optimizer via Orthogonal Equivalence Transformation

作者
Authors: Kexuan Shi | Hanxuan Li | Zeju Qiu | Yandong Wen |... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 114 📚 28

Revisiting Policy Gradients for Restricted Policy Classes: Escaping Myopic Local Optima with $k$-ste...

作者
Authors: Alex DeWeese | Guannan Qu 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 58 📚 1

Variational 推断 (Inference) for Lévy Process-Driven SDEs via Neural Tilting

Variational Inference for Lévy Process-Driven SDEs via Neural Tilting

作者
Authors: Yaman Kindap | Manfred Opper | Benjamin Dupuis | U... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 142 📚 13

Empirical Bayes Rebiasing

作者
Authors: Wanyi Ling | Sida Li | Junming Guan | Nikolaos Ign... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 142 📚 28