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Literature Library

Rephrase Before You Act: Characterizing and Mitigating Language Sensitivity in Vision-Language-Actio...

Rephrase Before You Act: Characterizing and Mitigating Language Sensitivity in Vision-Language-Actio...

作者
Authors: Mikey Watts | Yuchen Cui 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 215 📚 6

预测 (Prediction)-powered inference for time series across space

Prediction-powered inference for time series across space

作者
Authors: Shahzar Rizvi | David Burt | Vishwak Srinivasan | ... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 50 📚 5

Conformal 预测 (Prediction) Sets Quantify Information Gain: A Theoretical Perspective

Conformal Prediction Sets Quantify Information Gain: A Theoretical Perspective

作者
Authors: Kevin Zhang | Stephen Bates 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 123 📚 25

Direct Intermediate Initialization for Tilted Diffusion Samplers

作者
Authors: Gregory D. Bellchambers 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 35 📚 7

学习 (Learning) to Read the Contextual Tokens in Diffusion Transformers

Learning to Read the Contextual Tokens in Diffusion Transformers

作者
Authors: Omer Dahary | Etai Sella | Hadar Averbuch-Elor | D... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 144 📚 25

Simulation-Free 学习 (Learning) of Population Dynamics with Wasserstein Lagrangian Residuals

Simulation-Free Learning of Population Dynamics with Wasserstein Lagrangian Residuals

作者
Authors: Fedor Sergeev | Markus Heinonen | Daniel Waxman | ... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 172 📚 8

RNADyn: A Benchmark for Generating and Understanding RNA Dynamics

作者
Authors: Yiming Huang | Lennart Bastian | Hanqun Cao | Luis... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 175 📚 11

Muon meets Tamed Langevin: Momentum Preconditioning beyond Convex and gradient-Lipschitz Potentials

作者
Authors: Nikolaos Makras | Sotirios Sabanis 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 63 📚 21

FERPO: Forward Entropy-Regularized Policy 优化 (Optimization)

FERPO: Forward Entropy-Regularized Policy Optimization

作者
Authors: Sebastian Sanokowski | Alireza Sarmadi | Majid Kha... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 68 📚 6

Embedding 预测 (Prediction) Helps Image Generation

Embedding Prediction Helps Image Generation

作者
Authors: Sihan Xu | Ji Xie | Zilin Wang | Hui Shen | Stella... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 91 📚 20

Removing Timing Shortcuts Improves Non-Invasive Brain-to-Text

作者
Authors: Dulhan Jayalath | Oiwi Parker Jones 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 45 📚 27

ReCIRC: Rectified Conformal Risk Control

作者
Authors: Bruno Marcondes e Resende | Helton Graziadei | Thi... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 94 📚 9

Breakdown of Local Denoising as Semantic Speciation

作者
Authors: Guangkuo Liu | Mert Okyay | Yifan F. Zhang | Fangj... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 164 📚 23

Unifying Distributional Training for One-Step Visual Generation

作者
Authors: Chi Zhang | Haoyang Shi | Yueyi Liu | Ruichuan An ... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 177 📚 6

First-Order Stationarity of Reverse Diffusions

作者
Authors: Zhifeng Chen | Chenyang Jiang | Yazhen Wang 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 196 📚 4

Anchored Extra-Proximal Methods: Optimal Higher-Order Methods for Monotone Inclusion Problems

作者
Authors: Ruichen Jiang | TaeHo Yoon 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 129 📚 13

To Trust or Not to Trust: Retrieval-Augmented Fact Checking in Speech

作者
Authors: Debajyoti Mazumder | Mamta | Abhirama Subramanyam... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 155 📚 16

Even Sharper Bounds for Transductive 学习 (Learning) and Its Applications

Even Sharper Bounds for Transductive Learning and Its Applications

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

👁 61 📚 22

Automatic depth-based local center clustering via $β$-integrated local depth and adaptive grouping

作者
Authors: Siyi Wang | Alexandre Leblanc | Paul D. McNicholas 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 125 📚 18

SpeakerMem-R1: Speaker-Centered Dual-Track Memory for Multi-Party Dialogue

作者
Authors: Haobo Zheng | Tan Tang | Yan Chen | Weijie Wang | ... 期刊
Journal: arXiv 年份
Year: 2026 分类
Category: 深度学习
Deep Learning

👁 150 📚 16