Risultati della ricerca - (decoding OR coding) (algorithmics OR (algorithm OR (algorithmssics OR (algorithm OR algorithm))))

Solving Inverse Problems with Latent Diffusion Models via Hard Data Consistency di Song, Bowen, Kwon, Soo Min, Zhang, Zecheng, Hu, Xinyu, Qu, Qing, Shen, Liyue

Sommario: “... problem due to the nonlinearity of the encoder and decoder. To address these issues, we propose \textit...”
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Motion-Guided Latent Diffusion for Temporally Consistent Real-world Video Super-resolution di Yang, Xi, He, Chenhang, Ma, Jianqi, Zhang, Lei

Sommario: “... challenges on video super-resolution (VSR) algorithms to reproduce their high-resolution (HR) counterparts...”
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Paddy: Evolutionary Optimization Algorithm for Chemical Systems and Spaces di Beck, Armen, Fine, Jonathan, Chopra, Gaurav

Sommario: “... of algorithms and analytical approaches. While many methods will systematically investigate how underlying...”
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Thesis proposal: Are We Losing Textual Diversity to Natural Language Processing? di Jon, Josef

Sommario: “... of these limitations rooted in training objectives and decoding algorithms. Our ultimate goal is to develop...”
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Rate-Splitting for Cell-Free Massive MIMO: Performance Analysis and Generative AI Approach di Zheng, Jiakang, Zhang, Jiayi, Du, Hongyang, Zhang, Ruichen, Niyato, Dusit, Dobre, Octavia A., Ai, Bo

Sommario: “... by decoding interference, yet its effectiveness is limited by the weakest UE. In this paper, we investigate...”
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Hierarchical Learning for IRS-Assisted MEC Systems with Rate-Splitting Multiple Access di Wu, Yinyu, Zhang, Xuhui, Jiao, Yingchao, Ren, Jinke, Shen, Yanyan, Yang, Bo, Wang, Shuqiang, Niyato, Dusit

Sommario: “... of users, the ratios of public and private information allocation, and the decoding order of the RSMA...”
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A New Metric Function for SC-based Polar Decoders: Polarization, Pruning, and Fast Decoders di Moradi, Mohsen, Mahdavifar, Hessam

Sommario: “...-based decoding algorithms. We also derive an upper bound, as a function of the polarized channel...”
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Contrastive UCB: Provably Efficient Contrastive Self-Supervised Learning in Online Reinforcement Learning di Qiu, Shuang, Wang, Lingxiao, Bai, Chenjia, Yang, Zhuoran, Wang, Zhaoran

Sommario: “... online RL algorithm that incorporates contrastive learning for representation learning. Our codes...”
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A Conditional Abundance Matching Method of Extending Simulated Halo Merger Trees to Resolve Low-Mass Progenitors and Sub-halos di Chen, Yangyao, Mo, H. J., Li, Cheng, Wang, Kai, Wang, Huiyuan, Yang, Xiaohu

Sommario: “...We present an algorithm to extend subhalo merger trees in a low-resolution dark-matter-only...”
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On Model Compression for Neural Networks: Framework, Algorithm, and Convergence Guarantee di Li, Chenyang, Chung, Jihoon, Du, Mengnan, Wang, Haimin, Zhou, Xianlian, Shen, Bo

Sommario: “.... Then, we introduce NN-BCD, a block coordinate descent (BCD) algorithm to solve the nonconvex optimization...”
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Achievable Sum Rate Optimization on NOMA-aided Cell-Free Massive MIMO with Finite Blocklength Coding di Chong, Baolin, Lu, Hancheng, Chen, Yuang, Qin, Langtian, Guo, Fengqian

Sommario: “... for ultra-reliable low-latency communications (URLLC). However, finite blocklength coding (FBC) in URLLC...”
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Robust Zero Level-Set Extraction from Unsigned Distance Fields Based on Double Covering di Hou, Fei, Chen, Xuhui, Wang, Wencheng, Qin, Hong, He, Ying

Sommario: “... the conventional marching cubes algorithm. We show that the computed iso-surface is the boundary of the $r$-offset...”
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Communication-Assisted Sensing in 6G Networks di Dong, Fuwang, Liu, Fan, Lu, Shihang, Xiong, Yifeng, Zhang, Qixun, Feng, Zhiyong, Gao, Feifei

Sommario: “...) theorems. After analyzing the relationships between the sensing distortion, coding rate, and communication...”
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Rethinking PGD Attack: Is Sign Function Necessary? di Yang, Junjie, Chen, Tianlong, Chen, Xuxi, Wang, Zhangyang, Liang, Yingbin

Sommario: “..." scenarios where we have full access to the neural network. Existing attack algorithms, such as the projected...”
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Guidance Graph Optimization for Lifelong Multi-Agent Path Finding di Zhang, Yulun, Jiang, He, Bhatt, Varun, Nikolaidis, Stefanos, Li, Jiaoyang

Sommario: “... MAPF algorithms, this often results in a trade-off with solution quality. In addition, how to generate...”
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Large Language Models are Few-shot Generators: Proposing Hybrid Prompt Algorithm To Generate Webshell Escape Samples di Ma, Mingrui, Han, Lansheng, Zhou, Chunjie

Sommario: “... show that the Hybrid Prompt algorithm can work with multiple LLMs with excellent code reasoning ability...”
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OAG-Bench: A Human-Curated Benchmark for Academic Graph Mining di Zhang, Fanjin, Shi, Shijie, Zhu, Yifan, Chen, Bo, Cen, Yukuo, Yu, Jifan, Chen, Yelin, Wang, Lulu, Zhao, Qingfei, Cheng, Yuqing, Han, Tianyi, An, Yuwei, Zhang, Dan, Tam, Weng Lam, Cao, Kun, Pang, Yunhe, Guan, Xinyu, Yuan, Huihui, Song, Jian, Li, Xiaoyan, Dong, Yuxiao, Tang, Jie

Sommario: “...-processing codes, algorithm implementations, and standardized evaluation protocols to facilitate academic...”
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Near-Optimal Wafer-Scale Reduce di Luczynski, Piotr, Gianinazzi, Lukas, Iff, Patrick, Wilson, Leighton, De Sensi, Daniele, Hoefler, Torsten

Sommario: “... introduce a performance model to estimate the execution time of algorithms on the WSE and validate our...”
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Real-Time Simulation of a Resilient Control Center for Inverter-Based Microgrids di Beikbabaei, Milad, Mehrizi-Sani, Ali

Sommario: “... in the power system. A distribution grid control center runs distribution management system (DMS) algorithms...”
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Safe Multi-Agent Reinforcement Learning with Bilevel Optimization in Autonomous Driving di Zheng, Zhi, Gu, Shangding

Sommario: “.... However, these safe MARL algorithms often fail to model other agents and lack convergence guarantees...”
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