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

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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Architecture and protocols for all-photonic quantum repeaters di Benchasattabuse, Naphan, Hajdušek, Michal, Van Meter, Rodney

Sommario: “... present an algorithm for decoding logical measurement results, employing graphical reasoning based...”
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Quality-Aware Dynamic Resolution Adaptation Framework for Adaptive Video Streaming di Premkumar, Amritha, Rajendran, Prajit T, Menon, Vignesh V, Wieckowski, Adam, Bross, Benjamin, Marpe, Detlev

Sommario: “... and/ or decoding time below a threshold. QADRA implements a JND-based representation elimination algorithm...”
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Light-weight Retinal Layer Segmentation with Global Reasoning di He, Xiang, Song, Weiye, Wang, Yiming, Poiesi, Fabio, Yi, Ji, Desai, Manishi, Xu, Quanqing, Yang, Kongzheng, Wan, Yi

Sommario: “.... In addition, the algorithm should be light-weight to be deployed for practical clinical applications...”
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Smoothing Linear Codes by Rényi Divergence and Applications to Security Reduction di Yan, Hao, Ling, Cong

Sommario: “... complexity of encoding/decoding algorithms in random codes, our research introduces enhanced structural...”
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LoRA-Switch: Boosting the Efficiency of Dynamic LLM Adapters via System-Algorithm Co-design di Kong, Rui, Li, Qiyang, Fang, Xinyu, Feng, Qingtian, He, Qingfeng, Dong, Yazhu, Wang, Weijun, Li, Yuanchun, Kong, Linghe, Liu, Yunxin

Sommario: “... to huge inference latency overhead, slowing down the decoding speed by 2.5+ times. In this paper, we...”
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CritiPrefill: A Segment-wise Criticality-based Approach for Prefilling Acceleration in LLMs di Lv, Junlin, Feng, Yuan, Xie, Xike, Jia, Xin, Peng, Qirong, Xie, Guiming

Sommario: “... of prefilling and decoding phases. Although several attempts have been made to accelerate decoding...”
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Single Sparse Graph Enhanced Expectation Propagation Algorithm Design for Uplink MIMO-SCMA di Luo, Qu, Zhu, Jing, Chen, Gaojie, Xiao, Pei, Tafazolli, Rahim

Sommario: “... propagation algorithm (EPA) receiver, referred to as SSG-EPA, for uplink MIMO-SCMA systems. Firstly, we...”
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ESC-MVQ: End-to-End Semantic Communication With Multi-Codebook Vector Quantization di Shin, Junyong, Oh, Yongjeong, Park, Jinsung, Park, Joohyuk, Jeon, Yo-Seb

Sommario: “...-flip probabilities with a single encoder-decoder pair. To maximize inference performance when deploying...”
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TableCenterNet: A one-stage network for table structure recognition di Xiao, Anyi, Yang, Cihui

Sommario: “...-consuming sequential decoding, or rely on complex post-processing algorithms to parse the logical structure...”
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TSCL:Multi-party loss Balancing scheme for deep learning Image steganography based on Curriculum learning di Zhang, Fengchun Liu. Tong, Zhang, Chunying

Sommario: “... scheduler (TSCL) for balancing multinomial losses in deep learning image steganography algorithms. TSCL...”
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Guiding Evolutionary AutoEncoder Training with Activation-Based Pruning Operators di Jorgensen, Steven, Hemberg, Erik, Toutouh, Jamal, O'Reilly, Una-May

Sommario: “..., focusing on simultaneously pruning the encoder and decoder of an autoencoder. We introduce two new mutation...”
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