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

Game of Coding With an Unknown Adversary di Akbarinodehi, Hanzaleh, Moradi, Parsa, Maddah-Ali, Mohammad Ali

Sommario: “... systems, motivates the adversary to act rationally. While the decoder, as the data collector (DC), has...”
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Performance Modeling for Correlation-based Neural Decoding of Auditory Attention to Speech di Geirnaert, Simon, Vanthornhout, Jonas, Francart, Tom, Bertrand, Alexander

Sommario: “...Correlation-based auditory attention decoding (AAD) algorithms exploit neural tracking mechanisms...”
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QuickVideo: Real-Time Long Video Understanding with System Algorithm Co-Design di Schneider, Benjamin, Jiang, Dongfu, Du, Chao, Pang, Tianyu, Chen, Wenhu

Sommario: “...) sequential video decoding, the process of converting the raw bit stream to RGB frames can take up to a minute...”
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Polarized Element-pair Code Based FFMA over a Gaussian Multiple-access Channel di Liu, Zhang-li-han, Yu, Qi-yue

Sommario: “.... For decoding, we introduce two specialized algorithms. A successive cancellation list (SCL) decoder...”
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CommVQ: Commutative Vector Quantization for KV Cache Compression di Li, Junyan, Zhang, Yang, Hassan, Muhammad Yusuf, Chafekar, Talha, Cai, Tianle, Ren, Zhile, Guo, Pengsheng, Karimzadeh, Foroozan, Reed, Colorado, Wang, Chong, Gan, Chuang

Sommario: “... the KV cache, which can be decoded via simple matrix multiplication. To further reduce computational...”
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Diffusion LLMs Can Do Faster-Than-AR Inference via Discrete Diffusion Forcing di Wang, Xu, Xu, Chenkai, Jin, Yijie, Jin, Jiachun, Zhang, Hao, Deng, Zhijie

Sommario: “... distillation process based on pre-trained dLLMs. We further propose a pipelined parallel decoding algorithm...”
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Verifiable Quantum Advantage via Optimized DQI Circuits di Khattar, Tanuj, Shutty, Noah, Gidney, Craig, Zalcman, Adam, Yosri, Noureldin, Maslov, Dmitri, Babbush, Ryan, Jordan, Stephen P.

Sommario: “... by reducing certain optimization problems to reversible decoding tasks. We apply DQI to the Optimal Polynomial...”
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RAS: A Bit-Exact rANS Accelerator For High-Performance Neural Lossless Compression di Qin, Yuchao, Fan, Anjunyi, Yan, Bonan

Sommario: “... Asymmetric Numeral System Acceleration System, a hardware architecture that integrates the rANS algorithm...”
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Language Drift in Multilingual Retrieval-Augmented Generation: Characterization and Decoding-Time Mitigation di Li, Bo, Xu, Zhenghua, Xie, Rui

Sommario: “... is especially pronounced during reasoning-intensive decoding, such as Chain-of-Thought (CoT) generation, where...”
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Compiler-First State Space Duality and Portable $O(1)$ Autoregressive Caching for Inference di Santoni, Cosmo

Sommario: “... hard dependency on NVIDIA hardware. We show that Mamba-2's state space duality algorithm -- diagonal...”
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Generative Retrieval Overcomes Limitations of Dense Retrieval but Struggles with Identifier Ambiguity di Bracher, Adrian, Vakulenko, Svitlana

Sommario: “... identifiers that are more suitable to the decoding process or by adapting decoding and scoring algorithms...”
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Sampling for Quality: Training-Free Reward-Guided LLM Decoding via Sequential Monte Carlo di Markovic-Voronov, Jelena, Zhu, Wenhui, Long, Bo, Wang, Zhipeng, Gupta, Suyash, Behdin, Kayhan, Chen, Bee-Chung, Agarwal, Deepak

Sommario: “...We introduce a principled probabilistic framework for reward-guided decoding in large language...”
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Sparse Linear Regression and Lattice Problems di Gupte, Aparna, Vafa, Neekon, Vaikuntanathan, Vinod

Sommario: “... the design matrix is well-conditioned, no general algorithm is known, nor is there any formal evidence...”
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Computational Phase Transitions in Two-Dimensional Antiferromagnetic Melting di Weinstein, Zack, Ahmad, Jalal Abu, Podolsky, Daniel, Altman, Ehud

Sommario: “... in the optimal decoding of quantum error-correcting codes and in the scalable detection of measurement-induced...”
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Optimizing Resource Allocation for Multi-modal Semantic Communication in Mobile AIGC Networks: A Diffusion-based Game Approach di Liu, Jian, Xiao, Ming, Wen, Jinbo, Kang, Jiawen, Zhang, Ruichen, Zhang, Tao, Niyato, Dusit, Zhang, Weiting, Liu, Ying

Sommario: “... module for efficient and controllable problems of unstable data recovery and slow decoding speed in GAI...”
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D-Rex: Heterogeneity-Aware Reliability Framework and Adaptive Algorithms for Distributed Storage di Gonthier, Maxime, Sanchez-Gallegos, Dante D., Pan, Haochen, Nicolae, Bogdan, Zhou, Sicheng, Nguyen, Hai Duc, Hayot-Sasson, Valerie, Pauloski, J. Gregory, Carretero, Jesus, Chard, Kyle, Foster, Ian

Sommario: “... nodes, aiming to store as much data as possible, minimize encoding and decoding time, and meeting user...”
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Unitary Complexity and the Uhlmann Transformation Problem di Bostanci, John, Efron, Yuval, Metger, Tony, Poremba, Alexander, Qian, Luowen, Yuen, Henry

Sommario: “... this as the Uhlmann Transformation Problem, an algorithmic version of Uhlmann's theorem. Then, we prove structural...”
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Enhancing Perception Quality in Remote Sensing Image Compression via Invertible Neural Network di Li, Junhui, Hou, Xingsong

Sommario: “... an existing image compression algorithm and encode it as a set of Gaussian-distributed latent variables via...”
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Learning to Estimate System Specifications in Linear Temporal Logic using Transformers and Mamba di Işık, İlker, Gol, Ebru Aydin, Cinbis, Ramazan Gokberk

Sommario: “...: transformer encoder-decoder, decoder-only transformer, and Mamba, which is an emerging alternative...”
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QUEST: Quality-Aware Metropolis-Hastings Sampling for Machine Translation di Faria, Gonçalo R. A., Agrawal, Sweta, Farinhas, António, Rei, Ricardo, de Souza, José G. C., Martins, André F. T.

Sommario: “... and minimum Bayes risk decoding). However, relying on a single translation with high estimated quality...”
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