Suchergebnisse - decoding ((Algorithmssics OR algorithm) OR (algorithm OR algorithmicsics))

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

Inhaltsangabe: “… 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 von Geirnaert, Simon, Vanthornhout, Jonas, Francart, Tom, Bertrand, Alexander

Inhaltsangabe: “… 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 von Schneider, Benjamin, Jiang, Dongfu, Du, Chao, Pang, Tianyu, Chen, Wenhu

Inhaltsangabe: “… ) 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 von Liu, Zhang-li-han, Yu, Qi-yue

Inhaltsangabe: “… . 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 von Li, Junyan, Zhang, Yang, Hassan, Muhammad Yusuf, Chafekar, Talha, Cai, Tianle, Ren, Zhile, Guo, Pengsheng, Karimzadeh, Foroozan, Reed, Colorado, Wang, Chong, Gan, Chuang

Inhaltsangabe: “… 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 von Wang, Xu, Xu, Chenkai, Jin, Yijie, Jin, Jiachun, Zhang, Hao, Deng, Zhijie

Inhaltsangabe: “… 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 von Khattar, Tanuj, Shutty, Noah, Gidney, Craig, Zalcman, Adam, Yosri, Noureldin, Maslov, Dmitri, Babbush, Ryan, Jordan, Stephen P.

Inhaltsangabe: “… 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 von Qin, Yuchao, Fan, Anjunyi, Yan, Bonan

Inhaltsangabe: “… 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 von Li, Bo, Xu, Zhenghua, Xie, Rui

Inhaltsangabe: “… 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 von Santoni, Cosmo

Inhaltsangabe: “… 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 von Bracher, Adrian, Vakulenko, Svitlana

Inhaltsangabe: “… 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 von Markovic-Voronov, Jelena, Zhu, Wenhui, Long, Bo, Wang, Zhipeng, Gupta, Suyash, Behdin, Kayhan, Chen, Bee-Chung, Agarwal, Deepak

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

Inhaltsangabe: “… 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 von Weinstein, Zack, Ahmad, Jalal Abu, Podolsky, Daniel, Altman, Ehud

Inhaltsangabe: “… 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 von Liu, Jian, Xiao, Ming, Wen, Jinbo, Kang, Jiawen, Zhang, Ruichen, Zhang, Tao, Niyato, Dusit, Zhang, Weiting, Liu, Ying

Inhaltsangabe: “… 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 von 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

Inhaltsangabe: “… 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 von Bostanci, John, Efron, Yuval, Metger, Tony, Poremba, Alexander, Qian, Luowen, Yuen, Henry

Inhaltsangabe: “… 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 von Li, Junhui, Hou, Xingsong

Inhaltsangabe: “… 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 von Işık, İlker, Gol, Ebru Aydin, Cinbis, Ramazan Gokberk

Inhaltsangabe: “… : 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 von Faria, Gonçalo R. A., Agrawal, Sweta, Farinhas, António, Rei, Ricardo, de Souza, José G. C., Martins, André F. T.

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