Risultati della ricerca - (decoding OR (coding OR encoding)) (Algorithmsssicics OR (algorithm OR (algorithm OR algorithm)))

Efficient Neural Video Representation with Temporally Coherent Modulation di Shin, Seungjun, Kim, Suji, Oh, Dokwan

Sommario: “..., the state-of-the-art approach employs grid-type parametric encoding and successfully achieves a faster...”
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APF+: Boosting adaptive-potential function reinforcement learning methods with a W-shaped network for high-dimensional games di Chen, Yifei, Schomaker, Lambert

Sommario: “...) and showed that APF can accelerate the Q-learning with a Multi-layer Perceptron algorithm in the low...”
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The Power of Large Language Models for Wireless Communication System Development: A Case Study on FPGA Platforms di Du, Yuyang, Deng, Hongyu, Liew, Soung Chang, Chen, Kexin, Shao, Yulin, Chen, He

Sommario: “... to generate hardware description language (HDL) code for simple computation tasks, developing wireless...”
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InterTrans: Leveraging Transitive Intermediate Translations to Enhance LLM-based Code Translation di Macedo, Marcos, Tian, Yuan, Nie, Pengyu, Cogo, Filipe R., Adams, Bram

Sommario: “... such as large language models (LLMs), especially open-source LLMs, still struggle with the task. Currently, code...”
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Understanding the Fundamental Design Decisions of Retrieval-Augmented Generation Systems di Zhao, Shengming, Shao, Yuchen, Huang, Yuheng, Song, Jiayang, Wang, Zhijie, Wan, Chengcheng, Ma, Lei

Sommario: “... deployment decisions. While existing research prioritizes algorithmic innovations, a systematic gap persists...”
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BaxBench: Can LLMs Generate Correct and Secure Backends? di Vero, Mark, Mündler, Niels, Chibotaru, Victor, Raychev, Veselin, Baader, Maximilian, Jovanović, Nikola, He, Jingxuan, Vechev, Martin

Sommario: “..., make code edits, and solve algorithmic coding tasks. However, to achieve full automation, LLMs should...”
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Graph-based Complexity and Computational Capabilites of Proteinoid Spike Systems di Sharma, Saksham, Mahmud, Adnan, Tarabella, Giuseppe, Mougoyannis, Panagiotis, Adamatzky, Andrew

Sommario: “... information-theoretic, computational code. This code, for instance, can be expressed in the (digital) language...”
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Agent RL Scaling Law: Agent RL with Spontaneous Code Execution for Mathematical Problem Solving di Mai, Xinji, Xu, Haotian, Li, Zhong-Zhi, W, Xing, Wang, Weinong, Hu, Jian, Zhang, Yingying, Zhang, Wenqiang

Sommario: “... reasoning, understanding how agents autonomously learn to leverage external tools like code execution...”
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Code2Bench: Scaling Source and Rigor for Dynamic Benchmark Construction di Zhang, Zhe, Liu, Runlin, Liu, Aishan, Liu, Xingyu, Gao, Xiang, Sun, Hailong

Sommario: “...The evaluation of code-generating Large Language Models (LLMs) is fundamentally constrained by two...”
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Entity -- Hardware-agnostic Particle-in-Cell Code for Plasma Astrophysics. I: Curvilinear Special Relativistic Module di Hakobyan, Hayk, Böss, Ludwig M., Cai, Yangyang, Chernoglazov, Alexander, Galishnikova, Alisa, Gorbunov, Evgeny A., Mahlmann, Jens F., Philippov, Alexander, Solanki, Siddhant, Vanthieghem, Arno, Zhou, Muni

Sommario: “...Entity is a new-generation, fully open-source particle-in-cell (PIC) code developed to overcome key...”
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BRIDGE: Building Representations In Domain Guided Program Synthesis di George, Robert Joseph, Eisenach, Carson, Ghai, Udaya, Perrault-Joncas, Dominique, Anandkumar, Anima, Foster, Dean

Sommario: “...Large language models can generate plausible code, but remain brittle for formal verification...”
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CliffSearch: Structured Agentic Co-Evolution over Theory and Code for Scientific Algorithm Discovery di Mroueh, Youssef, Fonseca, Carlos, Belgodere, Brian, Cox, David

Sommario: “...Scientific algorithm discovery is iterative: hypotheses are proposed, implemented, stress-tested...”
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Beam Scanning with Ultra‐Low Sidelobes and In‐Band Ultra‐Low Scattering Characteristics Empowered by Single Space‐Time‐Coding Radiation‐Scattering Metasurface di Lixin Jiang, Yongfeng Li, Hao Yang, Mingbao Yan, Jinming Jiang, Yunwei Zhang, Zhe Qin, Wanwan Yang, Hongya Chen, Yongqiang Pang, Zhihao Guo, Lin Zheng, Jiafu Wang, Shaobo Qu

Sommario: “... strategy that realizes space‐time coding of radiation scattering within the same frequency band, which...”
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Learning the sparse prior: Modern approaches di Guan‐Ju Peng

Sommario: “... by solving the sparse coding problem specified by the data model. This article presents a comprehensive...”
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Follow The Rules: Online Signal Temporal Logic Tree Search for Guided Imitation Learning in Stochastic Domains di Aloor, Jasmine Jerry, Patrikar, Jay, Kapoor, Parv, Oh, Jean, Scherer, Sebastian

Sommario: “... shown to be an effective language for encoding rules as spatio-temporal constraints. This work uses...”
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Balanced Subsampling for Big Data with Categorical Covariates di Wang, Lin

Sommario: “... is often impractical due to resource limitations. Subsampling algorithms offer a solution by selecting a...”
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Recursive Estimation of Conditional Kernel Mean Embeddings di Tamás, Ambrus, Csáji, Balázs Csanád

Sommario: “... dependent conditional distribution of an output can be encoded with an RKHS valued function, the conditional...”
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Learning a quantum channel from its steady-state di Ilin, Yigal, Arad, Itai

Sommario: “... measured on a single state -- their steady state. Our method is inspired by the algorithms for learning...”
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Are Models Trained on Indian Legal Data Fair? di Girhepuje, Sahil, Goel, Anmol, Krishnan, Gokul S, Goyal, Shreya, Pandey, Satyendra, Kumaraguru, Ponnurangam, Ravindran, Balaraman

Sommario: “... are strife with encoded social biases picked up from the training data. While bias and fairness have been...”
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The Deep Latent Position Topic Model for Clustering and Representation of Networks with Textual Edges di Boutin, Rémi, Latouche, Pierre, Bouveyron, Charles

Sommario: “...-encoder approach as well as a probabilistic model to characterise the topics of discussion. Deep-LPTM...”
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