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

Kakeya Conjecture and Conditional Kolmogorov Complexity di Polson, Nicholas G., Zantedeschi, Daniel

Sommario: “...This paper develops an information-theoretic framework for algorithmic complexity under regular...”
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Represented Is Not Computed: A Causal Test of Candidate Algorithmic Intermediates in a Transformer di Darade, Ishita, Thorat, Sushrut

Sommario: “... are rarely specified precisely enough to define a candidate internal algorithm. Arithmetic offers a cleaner...”
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Sparse Regression LDPC Codes di Ebert, Jamison R., Chamberland, Jean-Francois, Narayanan, Krishna R.

Sommario: “... (SPARC) whose respective field size and section sizes are equal. For such codes, an efficient decoding...”
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Permutation and Multi-permutation Codes Correcting Multiple Deletions di Wang, Shuche, Nguyen, The, Chee, Yeow Meng, Vu, Van Khu

Sommario: “... deletions with a decoding algorithm. In particular, the constructed permutation codes can correct...”
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CTC-Assisted LLM-Based Contextual ASR di Yang, Guanrou, Ma, Ziyang, Gao, Zhifu, Zhang, Shiliang, Chen, Xie

Sommario: “... LLM-Based Contextual ASR model with an efficient filtering algorithm. By using coarse CTC decoding...”
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Brain-to-Text Benchmark '24: Lessons Learned di Willett, Francis R., Li, Jingyuan, Le, Trung, Fan, Chaofei, Chen, Mingfei, Shlizerman, Eli, Chen, Yue, Zheng, Xin, Okubo, Tatsuo S., Benster, Tyler, Lee, Hyun Dong, Kounga, Maxwell, Buchanan, E. Kelly, Zoltowski, David, Linderman, Scott W., Henderson, Jaimie M.

Sommario: “... of decoding algorithms that convert neural activity to text. Here, we summarize the lessons learned from...”
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BubbleSpec: Turning Long-Tail Bubbles into Speculative Rollout Drafts for Synchronous Reinforcement Learning di Xu, Yuhang, Tian, Kaibin, Tian, Yang, Yang, Zhice, Yu, Yifeng, Li, Yan, Liu, Shengzhong, Wu, Fan, Chen, Guihai

Sommario: “... or asynchronous RL, mitigate these bubbles by compromising the algorithm's strict synchronous nature. Instead, 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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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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Decoding Analog Subspace Codes: Algorithms for Character-Polynomial Codes di Riasat, Samin, Mahdavifar, Hessam

Sommario: “...We propose efficient minimum-distance decoding and list-decoding algorithms for a certain class...”
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Spanning Tree Matching Decoder for Quantum Surface Codes di Forlivesi, Diego, Valentini, Lorenzo, Chiani, Marco

Sommario: “... simplified and faster algorithm, the Rapid-Fire (RFire) decoder, designed for scenarios where decoding speed...”
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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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Performance Evaluation of PAC Decoding with Deep Neural Networks di Dai, Jingxin, Yin, Hang, Lv, Yansong, Wang, Yuhuan, Lv, Rui

Sommario: “..., the sequential decoding nature of traditional PAC decoding algorithms results in high decoding latency. Due...”
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