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

Improved Decoding of Quantum Tanner Codes Using Generalized Check Nodes di Mostad, Olai Å., Rosnes, Eirik, Lin, Hsuan-Yin

Sommario: “... algorithm to combine checks for generalized BP decoding. However, for GB codes, bivariate bicycle codes...”
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Affine Subcode Ensemble Decoding of Linear Block Codes di Mandelbaum, Jonathan, Bezner, Paul, Jäkel, Holger, Brink, Stephan ten, Schmalen, Laurent

Sommario: “...In the short block length regime, ensemble decoding schemes with their inherently parallel...”
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One Code Fits All: Strong stuck-at codes for versatile memory encoding di Con, Roni, Gabrys, Ryan, Yaakobi, Eitan

Sommario: “... and decoding algorithms that get arbitrarily close to capacity in this scenario. Furthermore, to the best...”
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Universal Spatial Audio Transcoder di Sagasti, Amaia, Scaini, Davide, Arteaga, Daniel

Sommario: “... audio formats and the decoding of a spatial audio format to a specific loudspeaker layout. Existing...”
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On automorphism groups of binary cyclic codes di Jicheng, Ma, Guiying, Yan

Sommario: “... methods. And due to its cyclic nature, they have efficient encoding and decoding algorithms. To date...”
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mbrs: A Library for Minimum Bayes Risk Decoding di Deguchi, Hiroyuki, Sakai, Yusuke, Kamigaito, Hidetaka, Watanabe, Taro

Sommario: “...Minimum Bayes risk (MBR) decoding is a decision rule of text generation tasks that outperforms...”
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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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LZ Penalty: An information-theoretic repetition penalty for autoregressive language models di Ginart, Antonio A., Kodali, Naveen, Lee, Jason, Xiong, Caiming, Savarese, Silvio, Emmons, John R.

Sommario: “... universal lossless compression algorithm. Through the lens of the prediction-compression duality, decoding...”
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Random Stinespring superchannel: converting channel queries into dilation isometry queries di Girardi, Filippo, Mele, Francesco Anna, Zhao, Haimeng, Fanizza, Marco, Lami, Ludovico

Sommario: “... Stinespring isometry, via universal encoding and decoding operations that are efficiently implementable. When...”
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Enhanced Reed–Solomon Error Correction Framework for Reliable Data Transmission in Noisy Communication Systems di Najah Kalifah Almazmomi

Sommario: “... framework that incorporates advanced optimization algorithms and adaptive error correction techniques...”
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Balanced Low-Complexity and Flexible Error-Correction List Flip Decoding for Polar Codes di Lv, Yansong, Dai, Jingxin, Wang, Yuhuan, Yin, Hang, Yang, Zhanxin

Sommario: “...-DSCLF decoder achieves up to a 51.1\% average complexity reduction compared to the D-SCLF algorithm...”
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MBR and QE Finetuning: Training-time Distillation of the Best and Most Expensive Decoding Methods di Finkelstein, Mara, Naskar, Subhajit, Mirzazadeh, Mehdi, Shah, Apurva, Freitag, Markus

Sommario: “... at training time, while using an efficient decoding algorithm at inference time. Using the canonical NLG task...”
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Algorithmic Improvements to List Decoding of Folded Reed-Solomon Codes di Ashvinkumar, Vikrant, Habib, Mursalin, Srivastava, Shashank

Sommario: “... decoding capacity. In this work, we give improved deterministic and randomized algorithms for list decoding...”
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e-Health CSIRO at "Discharge Me!" 2024: Generating Discharge Summary Sections with Fine-tuned Language Models di Liu, Jinghui, Nicolson, Aaron, Dowling, Jason, Koopman, Bevan, Nguyen, Anthony

Sommario: “... context. We also examine different setups for decoding algorithms, model ensembling or merging, and model...”
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