Résultats de la recherche - decoding (algorithm OR (algorithmics OR algorithmics))

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

Table des matières: “…. For decoding, we introduce two specialized algorithms. A successive cancellation list (SCL) decoder…”
Accéder au texte intégral

CommVQ: Commutative Vector Quantization for KV Cache Compression par Li, Junyan, Zhang, Yang, Hassan, Muhammad Yusuf, Chafekar, Talha, Cai, Tianle, Ren, Zhile, Guo, Pengsheng, Karimzadeh, Foroozan, Reed, Colorado, Wang, Chong, Gan, Chuang

Table des matières: “… the KV cache, which can be decoded via simple matrix multiplication. To further reduce computational…”
Accéder au texte intégral

Diffusion LLMs Can Do Faster-Than-AR Inference via Discrete Diffusion Forcing par Wang, Xu, Xu, Chenkai, Jin, Yijie, Jin, Jiachun, Zhang, Hao, Deng, Zhijie

Table des matières: “… distillation process based on pre-trained dLLMs. We further propose a pipelined parallel decoding algorithm…”
Accéder au texte intégral

Verifiable Quantum Advantage via Optimized DQI Circuits par Khattar, Tanuj, Shutty, Noah, Gidney, Craig, Zalcman, Adam, Yosri, Noureldin, Maslov, Dmitri, Babbush, Ryan, Jordan, Stephen P.

Table des matières: “… by reducing certain optimization problems to reversible decoding tasks. We apply DQI to the Optimal Polynomial…”
Accéder au texte intégral

RAS: A Bit-Exact rANS Accelerator For High-Performance Neural Lossless Compression par Qin, Yuchao, Fan, Anjunyi, Yan, Bonan

Table des matières: “… Asymmetric Numeral System Acceleration System, a hardware architecture that integrates the rANS algorithm…”
Accéder au texte intégral

Language Drift in Multilingual Retrieval-Augmented Generation: Characterization and Decoding-Time Mitigation par Li, Bo, Xu, Zhenghua, Xie, Rui

Table des matières: “… is especially pronounced during reasoning-intensive decoding, such as Chain-of-Thought (CoT) generation, where…”
Accéder au texte intégral

Compiler-First State Space Duality and Portable $O(1)$ Autoregressive Caching for Inference par Santoni, Cosmo

Table des matières: “… hard dependency on NVIDIA hardware. We show that Mamba-2's state space duality algorithm -- diagonal…”
Accéder au texte intégral

Generative Retrieval Overcomes Limitations of Dense Retrieval but Struggles with Identifier Ambiguity par Bracher, Adrian, Vakulenko, Svitlana

Table des matières: “… identifiers that are more suitable to the decoding process or by adapting decoding and scoring algorithms…”
Accéder au texte intégral

Sampling for Quality: Training-Free Reward-Guided LLM Decoding via Sequential Monte Carlo par Markovic-Voronov, Jelena, Zhu, Wenhui, Long, Bo, Wang, Zhipeng, Gupta, Suyash, Behdin, Kayhan, Chen, Bee-Chung, Agarwal, Deepak

Table des matières: “…We introduce a principled probabilistic framework for reward-guided decoding in large language…”
Accéder au texte intégral

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

Table des matières: “… present an algorithm for decoding logical measurement results, employing graphical reasoning based…”
Accéder au texte intégral

Quality-Aware Dynamic Resolution Adaptation Framework for Adaptive Video Streaming par Premkumar, Amritha, Rajendran, Prajit T, Menon, Vignesh V, Wieckowski, Adam, Bross, Benjamin, Marpe, Detlev

Table des matières: “… and/ or decoding time below a threshold. QADRA implements a JND-based representation elimination algorithm…”
Accéder au texte intégral

Light-weight Retinal Layer Segmentation with Global Reasoning par He, Xiang, Song, Weiye, Wang, Yiming, Poiesi, Fabio, Yi, Ji, Desai, Manishi, Xu, Quanqing, Yang, Kongzheng, Wan, Yi

Table des matières: “…. In addition, the algorithm should be light-weight to be deployed for practical clinical applications…”
Accéder au texte intégral

Smoothing Linear Codes by Rényi Divergence and Applications to Security Reduction par Yan, Hao, Ling, Cong

Table des matières: “… complexity of encoding/decoding algorithms in random codes, our research introduces enhanced structural…”
Accéder au texte intégral

LoRA-Switch: Boosting the Efficiency of Dynamic LLM Adapters via System-Algorithm Co-design par Kong, Rui, Li, Qiyang, Fang, Xinyu, Feng, Qingtian, He, Qingfeng, Dong, Yazhu, Wang, Weijun, Li, Yuanchun, Kong, Linghe, Liu, Yunxin

Table des matières: “… to huge inference latency overhead, slowing down the decoding speed by 2.5+ times. In this paper, we…”
Accéder au texte intégral

CritiPrefill: A Segment-wise Criticality-based Approach for Prefilling Acceleration in LLMs par Lv, Junlin, Feng, Yuan, Xie, Xike, Jia, Xin, Peng, Qirong, Xie, Guiming

Table des matières: “… of prefilling and decoding phases. Although several attempts have been made to accelerate decoding…”
Accéder au texte intégral

Single Sparse Graph Enhanced Expectation Propagation Algorithm Design for Uplink MIMO-SCMA par Luo, Qu, Zhu, Jing, Chen, Gaojie, Xiao, Pei, Tafazolli, Rahim

Table des matières: “… propagation algorithm (EPA) receiver, referred to as SSG-EPA, for uplink MIMO-SCMA systems. Firstly, we…”
Accéder au texte intégral

ESC-MVQ: End-to-End Semantic Communication With Multi-Codebook Vector Quantization par Shin, Junyong, Oh, Yongjeong, Park, Jinsung, Park, Joohyuk, Jeon, Yo-Seb

Table des matières: “…-flip probabilities with a single encoder-decoder pair. To maximize inference performance when deploying…”
Accéder au texte intégral

TableCenterNet: A one-stage network for table structure recognition par Xiao, Anyi, Yang, Cihui

Table des matières: “…-consuming sequential decoding, or rely on complex post-processing algorithms to parse the logical structure…”
Accéder au texte intégral

TSCL:Multi-party loss Balancing scheme for deep learning Image steganography based on Curriculum learning par Zhang, Fengchun Liu. Tong, Zhang, Chunying

Table des matières: “… scheduler (TSCL) for balancing multinomial losses in deep learning image steganography algorithms. TSCL…”
Accéder au texte intégral

Guiding Evolutionary AutoEncoder Training with Activation-Based Pruning Operators par Jorgensen, Steven, Hemberg, Erik, Toutouh, Jamal, O'Reilly, Una-May

Table des matières: “…, focusing on simultaneously pruning the encoder and decoder of an autoencoder. We introduce two new mutation…”
Accéder au texte intégral