📚 文献库
Literature Library

Alignment Myopia in Generative AI

作者
Authors: Remi Denton | Aida Davani | Cynthia L Bennett | Mi... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 53 📚 11

FlowReconBench: Accuracy, calibration and cost of learned and classical flow reconstruction from spa...

作者
Authors: Nicolas Tricard | Linzheng Wang | Jason Chen | Sil... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 125 📚 20

A simple adaptive accelerated optimistic dual averaging method for unconstrained convex optimization...

作者
Authors: Bowen Li | Danqing Zhou | Chuan He 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 35 📚 29

PolicyIK: High-Precision Inverse Kinematics for Robot Arms with Reinforcement 学习 (Learning)

PolicyIK: High-Precision Inverse Kinematics for Robot Arms with Reinforcement Learning

作者
Authors: Yuhan Liu | Xinqi Liu | Zixuan Dong | Keith W. Ros... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 137 📚 19

Benchmark 预测 (Prediction) with Sparse and Unpaired Cached Responses

Benchmark Prediction with Sparse and Unpaired Cached Responses

作者
Authors: Hayden Helm | Avijit Ghosh | Ben Johnson | Carey P... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 167 📚 4

Instance-dependent sequential limits as an exact information ledger

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

👁 132 📚 15

Counting on Dummies: Privacy Amplification with Observable Counts and Truncated Batches

作者
Authors: Vitaly Feldman | Audra McMillan | Kunal Talwar 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 170 📚 22

Self-regularization and structural adaptation of NPMLE for Gaussian mixture models in all dimensions

作者
Authors: Yanjun Han | Yandi Shen | Yihong Wu 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 154 📚 9

An ODE-based Sampler for Discrete Diffusion 模型 (Model)s

An ODE-based Sampler for Discrete Diffusion Models

作者
Authors: Samson Gourevitch | Yazid Janati | Eric Moulines |... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 74 📚 0

Rethinking Neural Thickets Without Weight Perturbations

作者
Authors: Nicolas Dufour | Elouan Gardès | Amil Dravid | Pat... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 181 📚 23

QD-PINN:A Physics-Informed 神经网络 (Neural Network) Approach to 贝叶斯 (Bayesian) Quickest Detection in Hi...

QD-PINN:A Physics-Informed Neural Network Approach to Bayesian Quickest Detection in High-Dimensiona...

作者
Authors: Hang Ye | Yi Liu | Haipeng Xing 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 105 📚 15

Agentic Distributional 回归 (Regression): Conditional Density 估计 (Estimation) through Agent-Written Pr...

Agentic Distributional Regression: Conditional Density Estimation through Agent-Written Programs

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

👁 167 📚 4

When Should We Intervene at Test Time?

作者
Authors: Jiahao Zhang | Xinling Wen | Liangliang Li | Yu Ch... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 113 📚 22

Recertifying decisions via e-closure: uniform improvements of conformal risk control and randomized ...

作者
Authors: Tian Bai | Aaditya Ramdas 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 174 📚 16

学习 (Learning) Force-Reactive Humanoid Loco-Manipulation

Learning Force-Reactive Humanoid Loco-Manipulation

作者
Authors: Sihang Li | Xiaofeng Guo | Jinkun Cao | Charlie Ch... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 183 📚 6

DexPort: A Hand-Held Skill Interface for Dexterous Hand 数据 (Data) Collection

DexPort: A Hand-Held Skill Interface for Dexterous Hand Data Collection

作者
Authors: Amber Xie | Jiawei Fu | Xiaofeng Guo | Carmelo Sfe... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 68 📚 6

SympFormer: Inertial Attention Blocks from Damped Hamiltonian Dynamics on Spaces of Probability Meas...

作者
Authors: Viktor Stein | Levin Maier | Wuchen Li | Gabriele ... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 66 📚 11

Reliable AI-Assisted Decisions via Selective Auditing

作者
Authors: Isaac Gibbs | Elise L. Han | Ryan J. Tibshirani | ... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 35 📚 3

Phase Transition from Random Features to Fully Trainable Networks

作者
Authors: Xin He | Huan Lao | Xiliang Lu | Shijun Zhang 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 151 📚 26

Geometric Algebra for 神经网络 (Neural Network)s: A Survey

Geometric Algebra for Neural Networks: A Survey

作者
Authors: Tao Zhong | Kaison Fong | Keqin Wang | Christine A... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 59 📚 17