📚 文献库
Literature Library

Clean Engineering, Unstable Measurement: A Preregistered Reliability Failure of Black-Box LLM Observ...

作者
Authors: Haoyaun Zhu | Jie Zhang 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 38 📚 14

Improved Gradient Descent Lower Bounds Beyond Nesterov

作者
Authors: Yuhan Ye | Kaizhao Liu 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 207 📚 3

Discriminative World 模型 (Model)s for Web Agents

Discriminative World Models for Web Agents

作者
Authors: Kelvin Li | Dhruv Pendharkar | Anish Pahilajani | ... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 65 📚 22

Facet-0: A Robotic Foundation 模型 (Model) for Contact-Rich Precise Manipulation

Facet-0: A Robotic Foundation Model for Contact-Rich Precise Manipulation

作者
Authors: Haoyuan Deng | Haichao Liu | Wenkai Guo | Yuan Lin... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 110 📚 13

Sharp Approximation Rates for 神经网络 (Neural Network)s with Affine Latent Parameterizations

Sharp Approximation Rates for Neural Networks with Affine Latent Parameterizations

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

👁 152 📚 21

学习 (Learning) a Size-Weight Frontier for Synthetic-Augmented 推断 (Inference)

Learning a Size-Weight Frontier for Synthetic-Augmented Inference

作者
Authors: Chengpiao Huang | Kaizheng Wang 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 171 📚 2

Aero Hand Open: A Simulation-Ready Tendon-Driven Hand for Dexterous Manipulation 学习 (Learning)

Aero Hand Open: A Simulation-Ready Tendon-Driven Hand for Dexterous Manipulation Learning

作者
Authors: Nan Wang | Mohit Yadav | Jonathan Wulff | Aidan Ro... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 23 📚 18

Recovering Expert Critic-Sourced Network Adjacency between Musical Artists from Acoustic Distributio...

作者
Authors: Elena Badillo-Goicoechea | Fengfeng He 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 29 📚 22

A Finite Sample 分析 (Analysis) for Quantile Temporal Difference 学习 (Learning) in Distributional Reinf...

A Finite Sample Analysis for Quantile Temporal Difference Learning in Distributional Reinforcement L...

作者
Authors: Zijie Cheng | Xiang Li | Yang Peng | Zhihua Zhang 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 197 📚 27

Scaling Graph 神经网络 (Neural Network)s for Friend Recommendation: Multi-Hash User Embeddings and Tempo...

Scaling Graph Neural Networks for Friend Recommendation: Multi-Hash User Embeddings and Temporal Nei...

作者
Authors: Maksim Utushkin | Andrei Ovsiannikov | Alexander D... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 75 📚 17

ICON Decomposition: Multivariate Concept-Level Explanations of Deep Representations for 模型 (Model) A...

ICON Decomposition: Multivariate Concept-Level Explanations of Deep Representations for Model Auditi...

作者
Authors: Roshan Prakash Rane | Marco Simnacher | Manuel Pfe... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 154 📚 5

MyoMechanix: Biomechanically-Grounded Compositional Skilled Activity Understanding and Coaching

作者
Authors: Hao Yin | Paritosh Parmar | Lijun Gu | Lin Xu | Ti... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 40 📚 17

Bellman Calibration for Marginalized Importance Weighting in Offline Reinforcement 学习 (Learning)

Bellman Calibration for Marginalized Importance Weighting in Offline Reinforcement Learning

作者
Authors: Lars van der Laan | Nathan Kallus 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 54 📚 21

Parameterized Complexity of $L_p$-Lipschitz Constants for Input Convex 神经网络 (Neural Network)s and $L...

Parameterized Complexity of $L_p$-Lipschitz Constants for Input Convex Neural Networks and $L_p$-Nor...

作者
Authors: Aritra Das | Vincent Froese | Moritz Grillo | Deba... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 124 📚 29

Provably adaptive sampling with uniform and remasking discrete diffusion models

作者
Authors: Daniil Dmitriev | Zhihan Huang | Yuting Wei 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 182 📚 14

The Exceedance Design Effect: Effective Sample Size for Thresholds under Clustering

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

👁 115 📚 20

PerturbRx: 学习 (Learning) Treatment-Conditioned Latent Transitions for Patient Drug Response 预测 (Pred...

PerturbRx: Learning Treatment-Conditioned Latent Transitions for Patient Drug Response Prediction

作者
Authors: Yoshitaka Inoue | Minoh Jeong | Alfred Hero | Rui ... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 102 📚 16

Exact Algebraic Computation of 学习 (Learning) Coefficients for Two-Dimensional Singular 模型 (Model)s

Exact Algebraic Computation of Learning Coefficients for Two-Dimensional Singular Models

作者
Authors: Grégoire Sergeant-Perthuis | Elias Tsigaridas | Ju... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 114 📚 10

Transfer 学习 (Learning) in Nonparametric 回归 (Regression) with Deep ReLU Networks

Transfer Learning in Nonparametric Regression with Deep ReLU Networks

作者
Authors: Junpeng Ren | Carlos Misael Madrid Padilla | Yanzh... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 69 📚 23

DICS: 数据 (Data)-Informed Centroid Splitting for Decision Tree Classifiers

DICS: Data-Informed Centroid Splitting for Decision Tree Classifiers

作者
Authors: MD Saifur Rahman Mazumder | Feng Yu 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 98 📚 29