Risultati della ricerca - decoding (algorithm OR algorithmsssic)

Scout Before You Attend: Sketch-and-Walk Sparse Attention for Efficient LLM Inference di Le, Hoang Anh Duy, Joshi, Sahil, Yang, Zeyu, Xu, Zhaozhuo, Shrivastava, Anshumali

Sommario: “... both prefill and decode phases. To address this challenge, we introduce Sketch&Walk Attention, a...”
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Conditional Sampling via Wasserstein Autoencoders and Triangular Transport di Al-Jarrah, Mohammad, Martino, Michele, Yim, Marcus, Hosseini, Bamdad, Taghvaei, Amirhossein

Sommario: “... is to modify a Wasserstein autoencoder to use a (block-) triangular decoder and impose an appropriate...”
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Quantum Anonymous Secret Sharing with Permutation Invariant Codes di Sikand, Varin, Nemec, Andrew

Sommario: “... cannot be accessed without an authorized set of shares present for decoding. In this work, we describe a...”
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The outcomes of generative AI are exactly the Nash equilibria of a non-potential game di Djehiche, Boualem, Tembine, Hamidou

Sommario: “...-potential game. We then design and analyze deep neural network algorithms that converge to these equilibria...”
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Deep Learning-Based Operators for Evolutionary Algorithms di Shem-Tov, Eliad, Sipper, Moshe, Elyasaf, Achiya

Sommario: “... learning: a crossover operator for genetic algorithms and a mutation operator for genetic programming. Deep...”
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LiD-FL: Towards List-Decodable Federated Learning di Liu, Hong, Shan, Liren, Bao, Han, You, Ronghui, Yi, Yuhao, Lv, Jiancheng

Sommario: “... an algorithmic framework for list-decodable federated learning, where a central server maintains a list of models...”
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Reconstructing Reed-Solomon Codes from Multiple Noisy Channel Outputs di Singhvi, Shubhransh, Kiah, Han Mao, Yaakobi, Eitan

Sommario: “... probability $p$. Focusing on Reed-Solomon (RS) codes, we adapt the Koetter-Vardy soft-decision decoding...”
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SignSGD with Federated Voting di Park, Chanho, Poor, H. Vincent, Lee, Namyoon

Sommario: “... parameter server. SignSGD with majority voting (signSGD-MV) is an effective distributed learning algorithm...”
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HexGen-2: Disaggregated Generative Inference of LLMs in Heterogeneous Environment di Jiang, Youhe, Yan, Ran, Yuan, Binhang

Sommario: “...Disaggregating the prefill and decoding phases represents an effective new paradigm for generative...”
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Coding Theorem for Generalized Reed-Solomon Codes di Zheng, Xiangping, Ma, Xiao

Sommario: “... techniques. In the finite-length region, we present an ML decoding algorithm for the generalized RS codes...”
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d2: Improving Reasoning in Diffusion Language Models via Trajectory Likelihood Estimation di Wang, Guanghan, Turok, Gilad, Schiff, Yair, Arriola, Marianne, Kuleshov, Volodymyr

Sommario: “... gradient algorithm that relies on accurate estimates of the sampling trajectory likelihoods. Because...”
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Estimating Detector Error Models on Google's Willow di Arms, Kregg Elliot, McHugh, Martin James, Nyhan, Joseph Edward, Reus, William Frederick, Ulrich, James Loudon

Sommario: “... several algorithms to learn DEM parameters and structure from syndromes without using a decoder...”
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Cachemir: Fully Homomorphic Encrypted Inference of Generative Large Language Model with KV Cache di Yu, Ye, Zhou, Yifan, Chen, Yi, Soto, Pedro, Xiong, Wenjie, Li, Meng

Sommario: “... predominantly rely on an autoregressive decoding strategy, which generates output tokens sequentially...”
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Maximum-Likelihood--Based Position Decoding of Laser Processed Converging Pixel CsI: Tl Detectors for High-Resolution SPECT di Zhang, Xi, Sitek, Arkadiusz, Blackberg, Lisa, Kupinski, Matthew, Furenlid, Lars, Sabet, Hamid

Sommario: “... architecture, combined with statistical decoding algorithms, provides a promising path toward the development...”
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Simulations of a 2 x 1.5D coded aperture camera for X-ray astronomy di Zand, J. J. M. in 't, Kuiper, L., Ceraudo, F., Evangelista, Y., Hernanz, M., Patruno, A.

Sommario: “... LEM-X. We here report on a study of two decoding algorithms for this instrument and its imaging...”
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AHASD: Asynchronous Heterogeneous Architecture for LLM Adaptive Drafting Speculative Decoding on Mobile Devices di Zirui, Ma, Zhihua, Fan, Wenxing, Li, Haibin, Wu, Fulin, Zhang, Xiaochun, Ye, Wenming, Li

Sommario: “...Speculative decoding enhances the inference efficiency of large language models (LLMs...”
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UAV Trajectory Planning for AoI-Minimal Data Collection in UAV-Aided IoT Networks by Transformer di Zhu, Botao, Bedeer, Ebrahim, Nguyen, Ha H., Barton, Robert, Gao, Zhen

Sommario: “...-IoT system is fed into the encoder network of the proposed algorithm, and the algorithm's decoder...”
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Optimization of Quadratic Constraints by Decoded Quantum Interferometry di Hillel, Daniel Cohen

Sommario: “... algorithm that uses the quantum Fourier transform to reduce linear optimization problems -- max-XORSAT...”
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Extended Gabidulin-Kronecker Product Codes and Their Application to Cryptosystems di Sun, Zhe, Lau, Terry Shue Chien, Zhao, Mengying, Zhou, Zimeng, Fu, Fang-Wei

Sommario: “... a decoding algorithm that directly retrieves the codeword without recovering the error vector, thus...”
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Optimizing Secrecy Codes Using Gradient Descent di Hunn, David, Harrison, Willie K.

Sommario: “... which give the equivocation and maximum likelihood (ML) decoding probability of coset secrecy codes...”
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