전체 전문분석자료

전문분석자료

최신순 조회순 알파벳순

전체 Conference (266) Law Review (314) Academic (4957) Think Tank (60) News (791) Journal (139) Technology & AI (4) Business & Strategy (1) Finance & Economics (2) Legal & Compliance (1) Innovation & Research (0) International Affairs (2) Cybersecurity (2) Healthcare & Biotech (2)

Academic · 약 1분

Learning Pore-scale Multiphase Flow from 4D Velocimetry

arXiv:2603.12516v1 Announce Type: new Abstract: Multiphase flow in porous media underpins subsurface energy and environmental technologies, including geological CO$_2$ storage and underground hydrogen storage, yet …

Chunyang Wang, Linqi Zhu, Yuxuan Gu, Robert van der Merwe, Xin Ju, Catherine Spurin, Samuel Krevor, Rex Ying, Tobias Pfaff, Martin J. Blunt, Tom Bultreys, Gege Wen

조회수 76회 03.16

Academic · 약 1분

Curriculum Sampling: A Two-Phase Curriculum for Efficient Training of Flow Matching

arXiv:2603.12517v1 Announce Type: new Abstract: Timestep sampling $p(t)$ is a central design choice in Flow Matching models, yet common practice increasingly favors static middle-biased distributions …

Pengwei Sun

조회수 32회 03.16

Academic · 약 1분

A Reduction Algorithm for Markovian Contextual Linear Bandits

arXiv:2603.12530v1 Announce Type: new Abstract: Recent work shows that when contexts are drawn i.i.d., linear contextual bandits can be reduced to single-context linear bandits. This …

Kaan Buyukkalayci, Osama Hanna, Christina Fragouli

조회수 82회 03.16

Academic · 약 1분

Embedded Quantum Machine Learning in Embedded Systems: Feasibility, Hybrid Architectures, and Quantum Co-Processors

arXiv:2603.12540v1 Announce Type: new Abstract: Embedded quantum machine learning (EQML) seeks to bring quantum machine learning (QML) capabilities to resource-constrained edge platforms such as IoT …

Somdip Dey, Syed Muhammad Raza

조회수 43회 03.16

Academic · 약 1분

As Language Models Scale, Low-order Linear Depth Dynamics Emerge

arXiv:2603.12541v1 Announce Type: new Abstract: Large language models are often viewed as high-dimensional nonlinear systems and treated as black boxes. Here, we show that transformer …

Buddhika Nettasinghe, Geethu Joseph

조회수 74회 03.16

Academic · 약 1분

CALF: Communication-Aware Learning Framework for Distributed Reinforcement Learning

arXiv:2603.12543v1 Announce Type: new Abstract: Distributed reinforcement learning policies face network delays, jitter, and packet loss when deployed across edge devices and cloud servers. Standard …

Carlos Purves, Pietro Lio'

조회수 36회 03.16

Academic · 약 1분

Deep Distance Measurement Method for Unsupervised Multivariate Time Series Similarity Retrieval

arXiv:2603.12544v1 Announce Type: new Abstract: We propose the Deep Distance Measurement Method (DDMM) to improve retrieval accuracy in unsupervised multivariate time series similarity retrieval. DDMM …

Susumu Naito, Kouta Nakata, Yasunori Taguchi

조회수 40회 03.16

Academic · 약 1분

Asymptotic and Finite-Time Guarantees for Langevin-Based Temperature Annealing in InfoNCE

arXiv:2603.12552v1 Announce Type: new Abstract: The InfoNCE loss in contrastive learning depends critically on a temperature parameter, yet its dynamics under fixed versus annealed schedules …

Faris Chaudhry

조회수 76회 03.16

Academic · 약 1분

Scaling Laws and Pathologies of Single-Layer PINNs: Network Width and PDE Nonlinearity

arXiv:2603.12556v1 Announce Type: new Abstract: We establish empirical scaling laws for Single-Layer Physics-Informed Neural Networks on canonical nonlinear PDEs. We identify a dual optimization failure: …

Faris Chaudhry

조회수 92회 03.16

Academic · 약 1분

Lyapunov Stable Graph Neural Flow

arXiv:2603.12557v1 Announce Type: new Abstract: Graph Neural Networks (GNNs) are highly vulnerable to adversarial perturbations in both topology and features, making the learning of robust …

Haoyu Chu, Xiaotong Chen, Wei Zhou, Wenjun Cui, Kai Zhao, Shikui Wei, Qiyu Kang

조회수 50회 03.16

Academic · 약 1분

A Spectral Revisit of the Distributional Bellman Operator under the Cram\'er Metric

arXiv:2603.12576v1 Announce Type: new Abstract: Distributional reinforcement learning (DRL) studies the evolution of full return distributions under Bellman updates rather than focusing on expected values. …

Keru Wang, Yixin Deng, Yao Lyu, Stephen Redmond, Shengbo Eben Li

조회수 50회 03.16

Academic · 약 1분

CA-HFP: Curvature-Aware Heterogeneous Federated Pruning with Model Reconstruction

arXiv:2603.12591v1 Announce Type: new Abstract: Federated learning on heterogeneous edge devices requires personalized compression while preserving aggregation compatibility and stable convergence. We present Curvature-Aware Heterogeneous …

Gang Hu, Yinglei Teng, Pengfei Wu, Shijun Ma

조회수 44회 03.16

← 이전

184 185 186 187 188