📚 文献库
Literature Library

Toward Skill-Native LLMs: Skill Entropy for Benchmarking and Training Long-Horizon Reasoning

作者
Authors: Yinghui He | Ling Yang | Jiarui Liu | Yongjin Yang... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 45 📚 25

Assessment of Conditional Diffusion 模型 (Model) for Synthetic Histopathology Image Generation

Assessment of Conditional Diffusion Model for Synthetic Histopathology Image Generation

作者
Authors: Seyed Kahaki | Shijie Li | Weijie Chen | Nicholas ... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 125 📚 9

GradCuit: Credit-Assigned Gradient Flow Enables Robust and Interpretable Test-Time Latent Reasoning

作者
Authors: Zhaoxin Yu | Qi Shen | Hengli Li | Zhaowei Zhang |... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 34 📚 24

When Does On-Policy Interaction Help? Representational Tradeoffs in Value-Based Imitation 学习 (Learni...

When Does On-Policy Interaction Help? Representational Tradeoffs in Value-Based Imitation Learning

作者
Authors: Luca Viano | Antoine Moulin | Audrey Huang | Volka... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 81 📚 8

Freeze, Then Select: Structured Field Adapters and Stability-Validated Weak Selection for PDE Discov...

作者
Authors: Juncheng Zhong | Chenghuang Shen | Jianfeng Liu | ... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 95 📚 6

Encryption-Compatible Clustered Federated 学习 (Learning) via Distributed Expectation-Maximization ove...

Encryption-Compatible Clustered Federated Learning via Distributed Expectation-Maximization over Met...

作者
Authors: Michael Ben Ali | Imen Megdiche | André Péninou | ... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 35 📚 22

On-Policy and Off-Policy 学习 (Learning) for Large Action Spaces

On-Policy and Off-Policy Learning for Large Action Spaces

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

👁 101 📚 1

From 分类 (Classification) to 回归 (Regression): Using a Fruitfly to Solve Equations

From Classification to Regression: Using a Fruitfly to Solve Equations

作者
Authors: Shady E. Ahmed | Panos Stinis 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 153 📚 18

Reinformed Dreamer: An Asymmetric World 模型 (Model) Efficiently Trained through Latent Guidance

Reinformed Dreamer: An Asymmetric World Model Efficiently Trained through Latent Guidance

作者
Authors: Gaspard Lambrechts | Adrien Bolland | Daniel Ebi |... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 21 📚 3

Spend Experts Where You Are Unsure: Confidence-Adaptive Routing for Mixture-of-Experts LoRA

作者
Authors: Tom Saliencro | Rohan Desai | Priya Nair | Maya Li... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 191 📚 25

A 模型 (Model) for Imbalanced Label Aggregation: A Focus on Minority-Class Detection

A Model for Imbalanced Label Aggregation: A Focus on Minority-Class Detection

作者
Authors: Gabriel Singer | Samuel Gruffaz | Olivier Vo Van |... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 99 📚 14

Rethinking Classifier-Free Guidance in On-Policy Diffusion Distillation

作者
Authors: Bingnan Li | Haozhe Wang | Haozhong Xiong | Fangta... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 174 📚 24

CausalForge: A Formally Grounded, Self-Improving Agentic Framework for Automated Research in Causal ...

CausalForge: A Formally Grounded, Self-Improving Agentic Framework for Automated Research in Causal ...

作者
Authors: Jiyuan Tan | Vasilis Syrgkanis 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 150 📚 7

Quantum Spectral 模型 (Model): 数据 (Data) Reuploading with Input-Conditioned Frequency Support

Quantum Spectral Model: Data Reuploading with Input-Conditioned Frequency Support

作者
Authors: Peiyong Wang | Udaya Parampalli | Casey R. Myers 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 192 📚 10

Optimal use of a black-box learner in semiparametric estimation

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

👁 51 📚 12

Zero-Flow Two-Sample Tests

作者
Authors: Yakun Wang | Leyang Wang | Song Liu | Taiji Suzuki 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 21 📚 13

Expanding Flow Maps

作者
Authors: Sophia Tang | Pranam Chatterjee 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 40 📚 21

Adaptive deep nonparametric regression from dependent data under covariate shift

作者
Authors: William Kengne | Ehud Mossa Ockegna 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 33 📚 9

Towards Miniature Humanoid Tele-Loco-Manipulation Using Virtual Reality and Reinforcement 学习 (Learni...

Towards Miniature Humanoid Tele-Loco-Manipulation Using Virtual Reality and Reinforcement Learning

作者
Authors: Nicolas Kosanovic | Jordan Dowdy | Jean Chagas Vaz 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 94 📚 28

Fundamental limits of distributed multiclass classification from simple binary decisions

作者
Authors: Ioannis Papageorgiou | Srinivas Nomula | Ayalvadi ... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 155 📚 20