Search Results - decoding (Algorithmsssicssics OR (algorithm OR (algorithm OR algorithm)))

Polarized Element-pair Code Based FFMA over a Gaussian Multiple-access Channel by Liu, Zhang-li-han, Yu, Qi-yue

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

Table of Contents: “… 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 by Wang, Xu, Xu, Chenkai, Jin, Yijie, Jin, Jiachun, Zhang, Hao, Deng, Zhijie

Table of Contents: “… 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 by Khattar, Tanuj, Shutty, Noah, Gidney, Craig, Zalcman, Adam, Yosri, Noureldin, Maslov, Dmitri, Babbush, Ryan, Jordan, Stephen P.

Table of Contents: “… 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 by Qin, Yuchao, Fan, Anjunyi, Yan, Bonan

Table of Contents: “… 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 by Li, Bo, Xu, Zhenghua, Xie, Rui

Table of Contents: “… 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 by Santoni, Cosmo

Table of Contents: “… 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 by Bracher, Adrian, Vakulenko, Svitlana

Table of Contents: “… 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 by Markovic-Voronov, Jelena, Zhu, Wenhui, Long, Bo, Wang, Zhipeng, Gupta, Suyash, Behdin, Kayhan, Chen, Bee-Chung, Agarwal, Deepak

Table of Contents: “…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 by Benchasattabuse, Naphan, Hajdušek, Michal, Van Meter, Rodney

Table of Contents: “… 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 by Premkumar, Amritha, Rajendran, Prajit T, Menon, Vignesh V, Wieckowski, Adam, Bross, Benjamin, Marpe, Detlev

Table of Contents: “… 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 by He, Xiang, Song, Weiye, Wang, Yiming, Poiesi, Fabio, Yi, Ji, Desai, Manishi, Xu, Quanqing, Yang, Kongzheng, Wan, Yi

Table of Contents: “…. 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 by Yan, Hao, Ling, Cong

Table of Contents: “… 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 by Kong, Rui, Li, Qiyang, Fang, Xinyu, Feng, Qingtian, He, Qingfeng, Dong, Yazhu, Wang, Weijun, Li, Yuanchun, Kong, Linghe, Liu, Yunxin

Table of Contents: “… 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 by Lv, Junlin, Feng, Yuan, Xie, Xike, Jia, Xin, Peng, Qirong, Xie, Guiming

Table of Contents: “… 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 by Luo, Qu, Zhu, Jing, Chen, Gaojie, Xiao, Pei, Tafazolli, Rahim

Table of Contents: “… 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 by Shin, Junyong, Oh, Yongjeong, Park, Jinsung, Park, Joohyuk, Jeon, Yo-Seb

Table of Contents: “…-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 by Xiao, Anyi, Yang, Cihui

Table of Contents: “…-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 by Zhang, Fengchun Liu. Tong, Zhang, Chunying

Table of Contents: “… 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 by Jorgensen, Steven, Hemberg, Erik, Toutouh, Jamal, O'Reilly, Una-May

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