📚 文献库
Literature Library

Robust Multi-Task 学习 (Learning) for Principal Component 分析 (Analysis)

Robust Multi-Task Learning for Principal Component Analysis

作者
Authors: Dali Liu | Haolei Weng 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 195 📚 3

Instance-Optimal Adaptive Location 估计 (Estimation) via Multiscale Mid-Summaries

Instance-Optimal Adaptive Location Estimation via Multiscale Mid-Summaries

作者
Authors: Qiaosen Wang | Chao Gao 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 73 📚 19

Paint-Anything: Unified Any-Color Control for Image Generation and Editing

作者
Authors: Ji Xie | Dewei Zhou | Xinyu Huang | Zhennan Chen |... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 78 📚 9

A General Kernel Framework for Non-CND Distance Measures Using |D|-Dimensional Sparse Landmark Embed...

作者
Authors: Marcus M. Noack | Maher B. Alghalayini | Mark D. R... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 105 📚 23

Exponential Hardness of Off-Policy Evaluation under History-Dependent Logging

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

👁 83 📚 1

Coupled Calibration and 学习 (Learning): Mitigating Teacher Bias in LLM Distillation without Target-Do...

Coupled Calibration and Learning: Mitigating Teacher Bias in LLM Distillation without Target-Domain ...

作者
Authors: Haichen Hu | Yuheng Zhang | David Simchi-Levi 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 206 📚 24

FreqSpaNet: Frequency and Spatial 学习 (Learning) of SFPF for Physical Layer Hardware Integrity Detect...

FreqSpaNet: Frequency and Spatial Learning of SFPF for Physical Layer Hardware Integrity Detection

作者
Authors: Xiaoxuan Huang | Jinlong Xu | YiZhe Wang | Meng Zh... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 94 📚 24

Sharp Rates and a One-Line Correction for Spectral Representation 学习 (Learning)

Sharp Rates and a One-Line Correction for Spectral Representation Learning

作者
Authors: Dier Tang | Jing Yee Tan | Guangyue Han 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 75 📚 10

The Router Within: Eliciting Native Skill Routing from a Frozen LLM

作者
Authors: Ruishuo Chen | Xun Wang | Yu Chen | Zhuoran Li | L... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 175 📚 13

Autonomous Research for Open-Ended Problems: A Case Study on Telecom Ticket Retrieval

作者
Authors: Junghyun Min | Huseyin Uzunalioglu | Mohamed Trabe... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 197 📚 17

Generative Marketing Mix 模型 (Model)ing: A Causal 推断 (Inference) Framework Linking GEO and GEM to Bus...

Generative Marketing Mix Modeling: A Causal Inference Framework Linking GEO and GEM to Business Impa...

作者
Authors: Masahiro Kato | Daiki Honma | Taka Kato 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 21 📚 24

An Exponential Deterministic--Randomized Gap in ERM-Oracle Complexity for Thresholds on an Unknown O...

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

👁 150 📚 14

A positive resolution of the gap-entropy conjecture

作者
Authors: P. M. Aronow | Nathan Kallus | Patrick Lopatto 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 139 📚 3

Nearly Tight Rademacher Bounds for Sparsely Activated 神经网络 (Neural Network)s

Nearly Tight Rademacher Bounds for Sparsely Activated Neural Networks

作者
Authors: Xiaoyu Li | Zhizhou Sha | Jiaojiao Jiang | Junbin ... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 28 📚 24

NOAH: 学习 (Learning) the Full Patient Journey. A Longitudinal Multimodal Time-Aware 模型 (Model) for Re...

NOAH: Learning the Full Patient Journey. A Longitudinal Multimodal Time-Aware Model for Representati...

作者
Authors: Tobias Susetzky | Raphael Rehms | Dmitrii Seletkov... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 121 📚 2

PAC-贝叶斯 (Bayesian) Reconstruction Guarantees for Time Series Variational Autoencoders

PAC-Bayesian Reconstruction Guarantees for Time Series Variational Autoencoders

作者
Authors: Chloé Hashimoto-Cullen | Ghislain Agoua | Benjamin... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 42 📚 25

学习 (Learning) from VAE Errors to support ECG-based Differential Diagnosis of Myocardial Scar

Learning from VAE Errors to support ECG-based Differential Diagnosis of Myocardial Scar

作者
Authors: Shayan Sharifi | Riccardo Treu | Ilaria Gandin | F... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 206 📚 0

RegionFed: Federated 学习 (Learning) for Personalized Query Understanding in Heterogeneous Retail Envi...

RegionFed: Federated Learning for Personalized Query Understanding in Heterogeneous Retail Environme...

作者
Authors: Quoc H. Nguyen | Ali Lafzi | Abhijeet Phatak | Sid... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 156 📚 21

High-Dimensional 学习 (Learning) Dynamics of Attention-Indexed 模型 (Model)s

High-Dimensional Learning Dynamics of Attention-Indexed Models

作者
Authors: Yizhou Xu | Margarita Sagitova | Lenka Zdeborová |... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 206 📚 23

Cooperative Multi-Task Semantic Communication for Joint 分类 (Classification) and 回归 (Regression) Task...

Cooperative Multi-Task Semantic Communication for Joint Classification and Regression Tasks

作者
Authors: Ahmad Halimi Razlighi | Mohammad Siddiqur Rahman |... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 157 📚 8