Risultati della ricerca - (coding OR decoding) (Algorithmssssicsics OR (algorithm OR (algorithm OR algorithm)))

Differentiable Search Based Halftoning di E. Luci, K. T. Wijaya, V. Babaei

Sommario: “..., such as printers. Halftoning algorithms reproduce continuous‐tone images by distributing dots with a fixed tone...”
Testo

Concrete Crack Skeleton Analysis: A Machine Vision Approach to Feature Extraction di Rui Wang, Xinxin Guo, Jiaxuan Liu, Yu Wan

Sommario: “... burr removal rate of 100%. For the identification of inflection points based on chain code calculation...”
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Automatic Modulation Classification Based on In-Phase Quadrature Diagram Constellation Combined with a Deep Learning Model di Jean Baptiste Bi Gouho, Sidibé Karim, Boko Aka, Michel Babri

Sommario: “... the In-Phase Quadrature constellation polluted by Additive White Gaussian Noise. We apply the K-means algorithm...”
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ViTCoD: Vision Transformer Acceleration via Dedicated Algorithm and Accelerator Co-Design di You, Haoran, Sun, Zhanyi, Shi, Huihong, Yu, Zhongzhi, Zhao, Yang, Zhang, Yongan, Li, Chaojian, Li, Baopu, Lin, Yingyan Celine

Sommario: “... sparsity (e.g., >=50%). To this end, we propose a dedicated algorithm and accelerator co-design framework...”
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Beyond Worst-Case Dimensionality Reduction for Sparse Vectors di Silwal, Sandeep, Woodruff, David P., Zhang, Qiuyi

Sommario: “... `encoder-decoder schemes', where we compare the norm of the original vector to that of a smooth function...”
Testo

Motion Artifact Removal in Functional Near‐Infrared Spectroscopy Based on Long Short‐Term Memory‐Autoencoder Model di Pan Yang, Junhong Wang, Ting Wang, Lihua Li, Dongjuan Xu, Xugang Xi

Sommario: “... samples to enhance features. (3) The decoder module recovers and reconstructs the morphological feature...”
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Multi‐Intersection Signal Control Based on Asynchronous Reinforcement Learning di Jixiang Wang, Siqi Chen, Jing Wei, Boao Wang, Haiyang Yu

Sommario: “... convergence speed by at least 19% compared to the multiagent deep RL (MADRL) algorithm used for synchronous...”
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Beyond Correctness: Benchmarking Multi-dimensional Code Generation for Large Language Models di Zheng, Jiasheng, Cao, Boxi, Ma, Zhengzhao, Pan, Ruotong, Lin, Hongyu, Lu, Yaojie, Han, Xianpei, Sun, Le

Sommario: “... learning algorithms to enhance code generation under varied constraints and improve coverage and usability...”
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Ideal Pseudorandom Codes di Alrabiah, Omar, Ananth, Prabhanjan, Christ, Miranda, Dodis, Yevgeniy, Gunn, Sam

Sommario: “...Pseudorandom codes are error-correcting codes with the property that no efficient adversary can...”
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A Spiking Neural Network based on Neural Manifold for Augmenting Intracortical Brain-Computer Interface Data di Zheng, Shengjie, Li, Wenyi, Qian, Lang, He, Chenggang, Li, Xiaojian

Sommario: “... of the algorithms oriented to general artifi-cial intelligence because it borrows the neural information processing...”
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Foundational Policy Acquisition via Multitask Learning for Motor Skill Generation di Yamamori, Satoshi, Morimoto, Jun

Sommario: “...In this study, we propose a multitask reinforcement learning algorithm for foundational policy...”
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One-Bit-Aided Modulo Sampling for DOA Estimation di Zhang, Qi, Zhu, Jiang, Qu, Fengzhong, Soh, De Wen

Sommario: “.... The estimate of the normalized covariance matrix is used to implement blind integer-forcing (BIF) decoder...”
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Living Scenes: Multi-object Relocalization and Reconstruction in Changing 3D Environments di Zhu, Liyuan, Huang, Shengyu, Schindler, Konrad, Armeni, Iro

Sommario: “... representation in a single encoder-decoder network, trained on synthetic data. This representation enables us...”
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Secure ISAC MIMO Systems: Exploiting Interference With Bayesian Cramér-Rao Bound Optimization di Su, Nanchi, Liu, Fan, Masouros, Christos, Alexandropoulos, George C., Xiong, Yifeng, Zhang, Qinyu

Sommario: “... their decoding probability, thus enhancing the ISAC's system physical-layer security (PLS) capability. To tackle...”
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Exploration is Harder than Prediction: Cryptographically Separating Reinforcement Learning from Supervised Learning di Golowich, Noah, Moitra, Ankur, Rohatgi, Dhruv

Sommario: “..., by exhibiting a class of block MDPs and associated decoding functions where reward-free exploration is provably...”
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Certifiably Robust RAG against Retrieval Corruption di Xiang, Chong, Wu, Tong, Zhong, Zexuan, Wagner, David, Chen, Danqi, Mittal, Prateek

Sommario: “... and decoding-based algorithms for securely aggregating unstructured text responses. Notably, RobustRAG achieves...”
Testo

Urban Waterlogging Detection: A Challenging Benchmark and Large-Small Model Co-Adapter di Song, Suqi, Zhang, Chenxu, Zhang, Peng, Li, Pengkun, Song, Fenglong, Zhang, Lei

Sommario: “... decoder adaptation. Meanwhile, a Histogram Equalization Adap-ter module is designed to infuse the image...”
Testo

Explainable Image Captioning using CNN- CNN architecture and Hierarchical Attention di Mohan, Rishi Kesav, Sureshkumar, Sanjay, Sivasubramaniam, Vignesh

Sommario: “... is approached in a way that the model or the algorithm's predictions can be explainable and justifiable. Thus...”
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Evaluating LLMs on Entity Disambiguation in Tables di Belotti, Federico, Dadda, Fabio, Cremaschi, Marco, Avogadro, Roberto, Palmonari, Matteo

Sommario: “..., and TableLlama; the first two belong to the family of heuristic-based algorithms, while the others...”
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Joint Message Detection, Channel, and User Position Estimation for Unsourced Random Access in Cell-Free Networks di Gkiouzepi, Eleni, Çakmak, Burak, Opper, Manfred, Caire, Giuseppe

Sommario: “.... The centralized uRA decoder makes use of the multisource AMP algorithm recently proposed by the authors...”
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