Risultati della ricerca - decoding ((algorithm OR (algorithmics OR algorithmics)) OR (algorithmics OR Algorithmssics))

A new approach to the Berlekamp-Massey-Sakata Algorithm. Improving Locator Decoding di Bernal, José Joaquín, Simón, Juan Jacobo

Sommario: “... algorithm is exactly a Groebner basis for the mentioned ideal. Then, we apply these results to improve...”
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Timing-Error Optimized Architecture for Current-Steering DACs di Babaee, Ramin, Gharan, Shahab Oveis, Bouchard, Martin

Sommario: “... minimizes the distortion caused by random timing mismatches among current sources. To decode the DAC input...”
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Specialising and Analysing Instruction-Tuned and Byte-Level Language Models for Organic Reaction Prediction di Pang, Jiayun, Vulić, Ivan

Sommario: “... of (SMILES-oriented) pretraining, fine-tuning sample efficiency, and decoding algorithms at inference. Our...”
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Efficient MoE Serving in the Memory-Bound Regime: Balance Activated Experts, Not Tokens di Yu, Yanpeng, Ma, Haiyue, Agarwal, Krish, Oswald, Nicolai, Huang, Qijing, Linsenmaier, Hugo, Mei, Chunhui, Zhao, Ritchie, Borkar, Ritika, Rouhani, Bita Darvish, Nellans, David, Krashinsky, Ronny, Khandelwal, Anurag

Sommario: “... processing is memory-bound - a common occurrence in MoE serving, especially in the decode phase. Our analysis...”
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Soft Demapping of Spherical Codes from Cartesian Powers of PAM Constellations di Borujeny, Reza Rafie, Rumsey, Susanna E., Draper, Stark C., Kschischang, Frank R.

Sommario: “... construct a list decoder for permutation codes by adapting Murty's algorithm, which is then used...”
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A-IO: Adaptive Inference Orchestration for Memory-Bound NPUs di Zhang, Chen, Ding, Yan, Wang, Haotian, Liu, Chubo, Li, Keqin, Li, Kenli

Sommario: “...During the deployment of Large Language Models (LLMs), the autoregressive decoding phase...”
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Neural Network Equalizers and Successive Interference Cancellation for Bandlimited Channels with a Nonlinearity di Plabst, Daniel, Prinz, Tobias, Diedolo, Francesca, Wiegart, Thomas, Böcherer, Georg, Hanik, Norbert, Kramer, Gerhard

Sommario: “...Neural networks (NNs) inspired by the forward-backward algorithm (FBA) are used as equalizers...”
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Block Modulating Video Compression: An Ultra Low Complexity Image Compression Encoder for Resource Limited Platforms di Zheng, Siming, Xue, Yujia, Tahir, Waleed, Wang, Zhengjue, Zhang, Hao, Meng, Ziyi, Qu, Gang, Ma, Siwei, Yuan, Xin

Sommario: “... also develop two types of BMVC decoders, implemented by deep neural networks. The first BMVC decoder...”
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Guiding LLMs The Right Way: Fast, Non-Invasive Constrained Generation di Beurer-Kellner, Luca, Fischer, Marc, Vechev, Martin

Sommario: “... with external constraints. To address this, we present a novel decoding algorithm, DOMINO, that can enforce...”
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ORCAS Codes: A Flexible Generalization of Polar Codes with Low-Complexity Decoding di Zunker, Andreas, Rübenacke, Marvin, Brink, Stephan ten

Sommario: “...Motivated by the need for channel codes with low-complexity soft-decision decoding algorithms, we...”
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Synthesis of Annotated Colorectal Cancer Tissue Images from Gland Layout di Deshpande, Srijay, Minhas, Fayyaz, Rajpoot, Nasir

Sommario: “... for training and evaluating algorithms in this domain. To address this, we propose an interactive framework...”
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Mitigating Hallucinations in Large Vision-Language Models (LVLMs) via Language-Contrastive Decoding (LCD) di Manevich, Avshalom, Tsarfaty, Reut

Sommario: “... models. Our findings highlight the potential of further exploration of LVLM-specific decoding algorithms. ...”
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Generative Diffusion Model-based Compression of MIMO CSI di Kim, Heasung, Lee, Taekyun, Kim, Hyeji, De Veciana, Gustavo, Arfaoui, Mohamed Amine, Koc, Asil, Pietraski, Phil, Zhang, Guodong, Kaewell, John

Sommario: “... Information (CSI) compression and reconstruction for feedback in MIMO communications, efficient algorithms...”
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Robust Multi-Objective Controlled Decoding of Large Language Models di Son, Seongho, Bankes, William, Yoon, Sangwoong, Ramesh, Shyam Sundhar, Tang, Xiaohang, Bogunovic, Ilija

Sommario: “...We introduce Robust Multi-Objective Decoding (RMOD), a novel inference-time algorithm that robustly...”
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JPEG Processing Neural Operator for Backward-Compatible Coding di Han, Woo Kyoung, Lee, Yongjun, Lee, Byeonghun, Park, Sang Hyun, Im, Sunghoon, Jin, Kyong Hwan

Sommario: “...Despite significant advances in learning-based lossy compression algorithms, standardizing codecs...”
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Physics-Informed autoencoder for DSC-MRI Perfusion post-processing: application to glioma grading di Fayolle, Pierre, Bône, Alexandre, Debs, Noëlie, Naudin, Mathieu, Bourdon, Pascal, Guillevin, Remy, Helbert, David

Sommario: “... deconvolution algorithms to generate reference outputs and are bound to reproduce their limitations. To adress...”
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An Algebraic Method for Full-Rank Characterization in Binary Linear Coding di Zhu, Mingyang, Guo, Laigang, Huang, Zhenyu, Chen, Xingbing, Wang, Jue, Guo, Tao, Gao, Xiao-Shan

Sommario: “... CS-based method, we present an algorithm called Binary Characteristic Set for Full Rank (BCSFR...”
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Locomotion Decoding ( LocoD ): An Open‐Source and Modular Platform for Researching Control Algorithms for Lower Limb Assistive Devices di Bahareh Ahkami, Kirstin Ahmed, Morten B. Kristoffersen, Max Ortiz-Catalan

Sommario: “... of investigating and benchmarking control algorithms. We validated our locomotion decoding (LocoD) software...”
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Quantum Lego Expansion Pack: Enumerators from Tensor Networks di Cao, ChunJun, Gullans, Michael J., Lackey, Brad, Wang, Zitao

Sommario: “... corollary, it produces decoders and an algorithm that computes the code distance. For non-(Pauli)-stabilizer...”
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ViT-Transformer: Self-attention mechanism based constitutive modeling for nonlinear heterogeneous materials di Zhou, Yijing, Semnani, Shabnam J.

Sommario: “...-Transformer, using a Vision Transformer (ViT) encoder and a Transformer-based decoder which are both driven...”
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