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

City-Scale Visibility Graph Analysis via GPU-Accelerated HyperBall di Hodge, Alex, Trinanes, Melissa Barrientos

Sommario: “... BFS complexity from O(N|E|) to O(D|E|2^p); and (iii) GPU-accelerated CUDA kernels with a fused decode...”
Testo

Introspective Diffusion Language Models di Yu, Yifan, Jian, Yuqing, Wang, Junxiong, Zhou, Zhongzhu, Zhuang, Donglin, Fang, Xinyu, Yanamandra, Sri, Wu, Xiaoxia, Wu, Qingyang, Song, Shuaiwen Leon, Dao, Tri, Athiwaratkun, Ben, Zou, James, Lai, Fan, Xu, Chenfeng

Sommario: “... novel introspective strided decoding (ISD) algorithm, which enables the model to verify previously...”
Testo

Kaczmarz Linear Attention di Zou, Jiaxuan, Ren, Ruifeng, Liu, Yong

Sommario: “..., and chunkwise parallel algorithm. At the 0.4B scale with a 1B-token budget, KLA achieves the lowest validation...”
Testo

SPARQLe: Sub-Precision Activation Representation for Quantized LLM Inference di Parvathy, Aradhana Mohan, Ghosh, Soumendu Kumar, Kundu, Shamik, Raha, Arnab, Kundu, Souvik, Mathaikutty, Deepak A., Raghunathan, Anand

Sommario: “... lightweight algorithm to increase MSB sparsity. SPARQLe reduces activation memory traffic and enables...”
Testo

Electronics‐Free Wearable Platform for Computationally Guided Sweat Biomarker Recognition di Shiyao Li, Zhongzeng Zhou, Xueling Lin, Litong Chen, Yindie Wu, Conghui Liu, Tailin Xu

Sommario: “...‐decoding” of sweat biomarkers. For active information acquisition, we engineered a highly porous iron...”
Testo

On the Performance of Downlink Channel Estimation‐Based Cell‐Free Massive MIMO Systems Under Correlated Rician Fading Channels di Jiarui Li, Yao Zhang, Fengjiao Gan, Na Liu, Longxiang Yang, Hongbo Zhu

Sommario: “... decode downlink data solely based on uplink statistical channel state information (CSI). However...”
Testo

Functional Connectivity-Guided Band Selection for Motor Imagery Brain-Computer Interfaces di Carmo, Natália Araújo do, Nagarajan, Aarthy

Sommario: “... (CSP) algorithm is a cornerstone of MI-BCI decoding, yet its performance depends strongly...”
Testo

Joint Ranging and Phase Offset Estimation for Multiple Drones using ADS-B Signatures di Mohammadkarimi, Mostafa, Leus, Geert, Rajan, Raj Thilak

Sommario: “.... It jointly estimates range and PO prior to ADS-B packet decoding; thus, it can improve air safety when packet...”
Testo

Over-the-Air Learning-based Geometry Point Cloud Transmission di Bian, Chenghong, Shao, Yulin, Gunduz, Deniz

Sommario: “... and feature extraction process. At the receiver, SEPT decoder reconstructs the point cloud with latent...”
Testo

GrainGNN: A dynamic graph neural network for predicting 3D grain microstructure di Qin, Yigong, DeWitt, Stephen, Radhakrishnan, Balasubramaniam, Biros, George

Sommario: “... combine pattern finding and altering graph algorithms with two neural networks, a classifier...”
Testo

FiRST: Finetuning Router-Selective Transformers for Input-Adaptive Latency Reduction di Jain, Akriti, Sharma, Saransh, Mukherjee, Koyel, Pal, Soumyabrata

Sommario: “... of transformer layers, autoregressive decoding faces significant computation/latency challenges, particularly...”
Testo

Memory-Efficient Large Language Models for Program Repair with Semantic-Guided Patch Generation di Le-Cong, Thanh, Le, Bach, Murray, Toby

Sommario: “...-first search algorithm. At each decoding step, FLAMES uses semantic feedback from test validation...”
Testo

FlexLLM: Composable HLS Library for Flexible Hybrid LLM Accelerator Design di Zhang, Jiahao, He, Zifan, Fraser, Nicholas, Blott, Michaela, Sun, Yizhou, Cong, Jason

Sommario: “... and decode, and provides a comprehensive quantization suite to support accurate low-bit deployment. Using...”
Testo

Transmit Pinching-Antenna Systems (T-PASS): Connecting Wired to Wireless Communications di Gan, Deqiao, Ouyang, Chongjun, Liu, Yuanwei, Ge, Xiaohu

Sommario: “..., the optimal PA position and successive interference cancellation (SIC) decoding order are derived. Closed-form...”
Testo

Full‐Stack Architectures for Intelligent Brain‐Computer Interfaces di Hee Kyu Lee, Hyun Bin Kim, Sang Uk Park, Janghoon Joo, Jinhong Min, Geumbee Lee, Joohoon Kang, Hyoyoung Jeong, Jae‐Young Yoo, Sang Min Won

Sommario: “..., wireless communication strategies, and neural decoding algorithms. At the interface level, enhancements...”
Testo

Calibration‐Free Electromyography Motor Intent Decoding Using Large‐Scale Supervised Pretraining di Alexander E. Olsson, Nebojša Maleševic, Anders Björkman, Christian Antfolk

Sommario: “... learning algorithms for myoelectric pattern recognition require substantial user‐specific training data...”
Testo

Optimal Signal Processing for Common Randomness Generation over MIMO Gaussian Channels with Applications in Identification di Ezzine, Rami, Labidi, Wafa, Deppe, Christian, Boche, Holger

Sommario: “... allows us to implement correlated random protocols that can lead to faster and more efficient algorithms...”
Testo

Decomposition, Compression, and Synthesis (DCS)-based Video Coding: A Neural Exploration via Resolution-Adaptive Learning di Lu, Ming, Chen, Tong, Ding, Dandan, Zhu, Fengqing, Ma, Zhan

Sommario: “... synthesize decoded STFs and TMFs for high-fidelity video reconstruction at the same resolution as its native...”
Testo

A Versatile Depth Video Encoding Scheme Based on Low-rank Tensor Modeling for Free Viewpoint Video di Sharma, Mansi, Grover, Jyotsana

Sommario: “...-rank approximated representation. The proposed algorithm is applied to encode depth maps of benchmark...”
Testo

Ising Machines' Dynamics and Regularization for Near-Optimal Large and Massive MIMO Detection di Singh, Abhishek Kumar, Jamieson, Kyle, Venturelli, Davide, McMahon, Peter

Sommario: “... it into an algorithm that achieves near-optimal MIMO detection. Massive MIMO systems, that have a large number...”
Testo