Search Results - decoding (algorithmics OR (algorithm OR (algorithmssics OR (algorithm OR algorithm))))

STAR-RIS Assisted Downlink Active and Uplink Backscatter Communications with NOMA by Huang, Ao, Mu, Xidong, Guo, Li

Table of Contents: “… beamforming, and the DL NOMA decoding orders, subject to the DL user's individual rate constraint. To tackle…”
Get full text

SpecExec: Massively Parallel Speculative Decoding for Interactive LLM Inference on Consumer Devices by Svirschevski, Ruslan, May, Avner, Chen, Zhuoming, Chen, Beidi, Jia, Zhihao, Ryabinin, Max

Table of Contents: “… works on LLM inference use speculative decoding to achieve extreme speedups. However, most…”
Get full text

Optimizing LaneSegNet for Real-Time Lane Topology Prediction in Autonomous Vehicles by Stevens, William, Urs, Vishal, Selvaraj, Karthik, Torres, Gabriel, Lakhanpal, Gaurish

Table of Contents: “… algorithms to accurately assess road features in real-time. This study explores the LaneSegNet architecture…”
Get full text

TidalDecode: Fast and Accurate LLM Decoding with Position Persistent Sparse Attention by Yang, Lijie, Zhang, Zhihao, Chen, Zhuofu, Li, Zikun, Jia, Zhihao

Table of Contents: “… during the decoding phase, creating a significant bottleneck. Existing sparse attention mechanisms…”
Get full text

Accelerating Error Correction Code Transformers by Levy, Matan, Choukroun, Yoni, Wolf, Lior

Table of Contents: “… to traditional decoding algorithms. Achieving effective quantization of the ECCT presents significant challenges…”
Get full text

CRISP: Object Pose and Shape Estimation with Test-Time Adaptation by Shi, Jingnan, Talak, Rajat, Zhang, Harry, Jin, David, Carlone, Luca

Table of Contents: “… implements an encoder-decoder model for shape estimation. It uses FiLM-conditioning for implicit shape…”
Get full text

SIC-free Multicast Scheduling for Multi-antenna Coded Caching by Sojdeh, MohammadJavad, Salehi, MohammadJavad, Tölli, Antti

Table of Contents: “… successive interference cancellation (SIC) structure to decode a superposition of multiple streams received…”
Get full text

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

Table of Contents: “… systems, motivates the adversary to act rationally. While the decoder, as the data collector (DC), has…”
Get full text

Performance Modeling for Correlation-based Neural Decoding of Auditory Attention to Speech by Geirnaert, Simon, Vanthornhout, Jonas, Francart, Tom, Bertrand, Alexander

Table of Contents: “…Correlation-based auditory attention decoding (AAD) algorithms exploit neural tracking mechanisms…”
Get full text

QuickVideo: Real-Time Long Video Understanding with System Algorithm Co-Design by Schneider, Benjamin, Jiang, Dongfu, Du, Chao, Pang, Tianyu, Chen, Wenhu

Table of Contents: “…) sequential video decoding, the process of converting the raw bit stream to RGB frames can take up to a minute…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

WiTUnet: A U-Shaped Architecture Integrating CNN and Transformer for Improved Feature Alignment and Local Information Fusion by Wang, Bin, Deng, Fei, Jiang, Peifan, Wang, Shuang, Han, Xiao, Zhang, Zhixuan

Table of Contents: “… algorithms have been developed, primarily using Convolutional Neural Networks (CNNs) or Transformer Networks…”
Get full text