Risultati della ricerca - coding (algorithm OR algorithmsssic)

Almost Right: Making First-Layer Kernels Nearly Orthogonal Improves Model Generalization di Crum, Colton R., Czajka, Adam

Sommario: “...Despite several algorithmic advances in the training of convolutional neural networks (CNNs) over...”
Testo

Benchmarking field-level cosmological inference from galaxy redshift surveys di Simon, Hugo, Lanusse, François, de Mattia, Arnaud

Sommario: “... the observed galaxy density field. Yet, the scalability and efficiency of sampling algorithms for field-level...”
Testo

An SCMA Receiver for 6G NTN based on Multi-Task Learning di De Filippo, Bruno, Amatetti, Carla, Campana, Riccardo, Guidotti, Alessandro, Vanelli-Coralli, Alessandro

Sommario: “... schemes, such as sparse code multiple access (SCMA), can be employed to efficiently move data from edge...”
Testo

AutoQD: Automatic Discovery of Diverse Behaviors with Quality-Diversity Optimization di Hedayatian, Saeed, Nikolaidis, Stefanos

Sommario: “...Quality-Diversity (QD) algorithms have shown remarkable success in discovering diverse, high...”
Testo

Coding-Enforced Robust Secure Aggregation for Federated Learning Under Unreliable Communication di Weng, Shudi, Ren, Chao, Zhao, Yizhou, Xiao, Ming, Skoglund, Mikael

Sommario: “... these challenges, we propose a robust coding-enforced structured secure aggregation method, termed secure...”
Testo

Toward a Trustworthy Optimization Modeling Agent via Verifiable Synthetic Data Generation di Lima, Vinicius, Phan, Dzung T., Kalagnanam, Jayant, Patel, Dhaval, Zhou, Nianjun

Sommario: “... language descriptions, mathematical formulations, and solver-executable code. By programmatically...”
Testo

Constrained Decoding of Diffusion LLMs with Context-Free Grammars di Mündler, Niels, Dekoninck, Jasper, Vechev, Martin

Sommario: “... practical applications of LLMs, such as code completion and structured data extraction, require adherence...”
Testo

The Resurgence of GCG Adversarial Attacks on Large Language Models di Tan, Yuting, Li, Xuying, Li, Zhuo, Shu, Huizhen, Hu, Peikang

Sommario: “...Gradient-based adversarial prompting, such as the Greedy Coordinate Gradient (GCG) algorithm, has...”
Testo

Barycentric Coded Distributed Computing with Flexible Recovery Threshold for Collaborative Mobile Edge Computing di Qiu, Houming, Zhu, Kun, Niyato, Dusit, Luong, Nguyen Cong, Yi, Changyan, Dai, Chen

Sommario: “..., it integrates a novel BRI-based gradient coding algorithm accelerating the training process while providing...”
Testo

Near-Real-Time Resource Slicing for QoS Optimization in 5G O-RAN using Deep Reinforcement Learning di Yan, Peihao, Lu, Jie, Zeng, Huacheng, Hou, Y. Thomas

Sommario: “... Controller (RIC) of 5G O-RANs. xSlice is an online learning algorithm that adaptively adjusts MAC-layer...”
Testo

OpenViGA: Video Generation for Automotive Driving Scenes by Streamlining and Fine-Tuning Open Source Models with Public Data di Möller, Björn, Li, Zhengyang, Stelzer, Malte, Graave, Thomas, Bettels, Fabian, Ataya, Muaaz, Fingscheidt, Tim

Sommario: “... resources, offer limited insight into design choices, and lack publicly available code and datasets...”
Testo

Large Language Models as End-to-end Combinatorial Optimization Solvers di Jiang, Xia, Wu, Yaoxin, Li, Minshuo, Cao, Zhiguang, Zhang, Yingqian

Sommario: “... and manufacturing, are traditionally solved using problem-specific algorithms requiring significant domain expertise...”
Testo

Geometric Learning of Canonical Parameterizations of $2D$-curves di Ciuclea, Ioana, Longari, Giorgio, Tumpach, Alice Barbara

Sommario: “... data augmentation. In order to avoid data augmentation and build more sustainable algorithms, we...”
Testo

WALLABY Pilot Survey: Characterizing Low Rotation Kinematically Modelled Galaxies di Deg, N., Spekkens, K., Arora, N., Dudley, R., White, H., Helias, A., English, J., O'Beirne, T., Kilborn, V., Ferrand, G., Richardson, M. L. A., Catinella, B., Cortese, L., Dénes, H., Elagali, A., For, B. -Q., Lee-Waddell, K., Rhee, J., Shao, L., Shen, A. X., Staveley-Smith, L., Westmeier, T., Wong, O. I.

Sommario: “... kinematic modelling codes in the low resolution, low $S/N$, low rotation velocity regime. We find...”
Testo

Degeneracy Cutting: A Local and Efficient Post-Processing for Belief Propagation Decoding of Quantum Low-Density Parity-Check Codes di Tsubouchi, Kento, Yamasaki, Hayata, Tamiya, Shiro

Sommario: “...Quantum low-density parity-check (qLDPC) codes are promising for realizing scalable fault-tolerant...”
Testo

AudioNet: Supervised Deep Hashing for Retrieval of Similar Audio Events di Dutta, Sagar, Arora, Vipul

Sommario: “... on multiple standard datasets by generating binary hash codes for similar audio events, setting new benchmarks...”
Testo

Liberating Logic in the Age of AI: Going Beyond Programming with Computational Thinking di Schmidt, Douglas C., Runfola, Dan

Sommario: “...? How do we prepare a generation of computational thinkers who need not code every algorithm manually...”
Testo

R3A: Reliable RTL Repair Framework with Multi-Agent Fault Localization and Stochastic Tree-of-Thoughts Patch Generation di Luo, Zizhang, Cui, Fan, Zhou, Kexing, Guo, Runlin, Xia, Mile, Hou, Hongyuan, Liang, Yun

Sommario: “..., Large Language Models with the ability to understand code semantics can be explored for RTL repair...”
Testo

Joint Multi-scale Gated Transformer and Prior-guided Convolutional Network for Learned Image Compression di Chen, Zhengxin, He, Xiaohai, Zhang, Tingrong, Xiong, Shuhua, Ren, Chao

Sommario: “... traditional image codecs can be largely attributed to their powerful nonlinear transform coding. Convolutional...”
Testo

Atomizer: An LLM-based Collaborative Multi-Agent Framework for Intent-Driven Commit Untangling di Zhu, Kangchen, Tian, Zhiliang, Wang, Shangwen, Leng, Mingyue, Mao, Xiaoguang

Sommario: “... changes, and (2) they operate as ``single-pass'' algorithms, lacking a mechanism for the critical...”
Testo