Risultati della ricerca - decoding (algorithmicsic OR algorithm)

Graph-Dictionary Signal Model for Sparse Representations of Multivariate Data di Cappelletti, William, Frossard, Pascal

Sommario: “... introduce a bilinear generalization of the primal-dual splitting algorithm to solve the learning problem. We...”
Testo

Beamforming Design and Multi-User Scheduling in Transmissive RIS Enabled Distributed Cooperative ISAC Networks with RSMA di Liu, Ziwei, Chen, Wen, Wu, Qingqing, Li, Zhendong, Wu, Qiong, Cheng, Nan, Li, Jun

Sommario: “... (RSMA) at the base station (BS), where the common stream is decoded and reencoded at the CUEs...”
Testo

Task Scheduling for Efficient Inference of Large Language Models on Single Moderate GPU Systems di Lin, Wenxiang, Pan, Xinglin, Shi, Shaohuai, Wang, Xuan, Chu, Xiaowen

Sommario: “... computation, GPU computation, and CPU-GPU communication, 2) an adaptive partition algorithm to optimize...”
Testo

Generating Freeform Endoskeletal Robots di Li, Muhan, Kong, Lingji, Kriegman, Sam

Sommario: “... continuous yet coherent latent embedding; (iii) optimizing the sensorimotor coordination of each decoded...”
Testo

6DMA-Aided Cell-Free Massive MIMO Communication di Shi, Xiaoming, Shao, Xiaodan, Zheng, Beixiong, Zhang, Rui

Sommario: “... their combining vectors for decoding the users' information based on either local channel state information (CSI...”
Testo

Evaluating Single Event Upsets in Deep Neural Networks for Semantic Segmentation: an embedded system perspective di Gutiérrez-Zaballa, Jon, Basterretxea, Koldo, Echanobe, Javier

Sommario: “...As the deployment of artifical intelligence (AI) algorithms at edge devices becomes increasingly...”
Testo

Efficient Approximate Degenerate Ordered Statistics Decoding for Quantum Codes via Reliable Subset Reduction di Kung, Ching-Feng, Kuo, Kao-Yueh, Lai, Ching-Yi

Sommario: “...Efficient and scalable decoding of quantum codes is essential for high-performance quantum error...”
Testo

Cepstrum-based interferometric microscopy (CIM) for quantitative phase imaging di Rubio-Oliver, Ricardo, Garcia, Javier, Zalevsky, Z., Picazo-Bueno, J., Mico, V.

Sommario: “...A universal methodology for coding-decoding the complex amplitude field of an imaged sample...”
Testo

A Genetic Algorithm-Based Approach for Automated Optimization of Kolmogorov-Arnold Networks in Classification Tasks di Long, Quan, Wang, Bin, Xue, Bing, Zhang, Mengjie

Sommario: “... requiring manual intervention and parameter tuning. This paper proposes GA-KAN, a genetic algorithm-based...”
Testo

InfiniteHiP: Extending Language Model Context Up to 3 Million Tokens on a Single GPU di Lee, Heejun, Park, Geon, Suh, Jaduk, Hwang, Sung Ju

Sommario: “... token pruning algorithm. Our method also allows generalization to longer sequences by selectively...”
Testo

DCentNet: Decentralized Multistage Biomedical Signal Classification using Early Exits di Li, Xiaolin, Huang, Binhua, Cardiff, Barry, John, Deepu

Sommario: “... encoder-decoder pairs at EEPs, the system compresses large feature maps before transmission, significantly...”
Testo

Fuzzy Speculative Decoding for a Tunable Accuracy-Runtime Tradeoff di Holsman, Maximilian, Huang, Yukun, Dhingra, Bhuwan

Sommario: “... Speculative Decoding (FSD) - a decoding algorithm that generalizes SD by accepting candidate tokens based...”
Testo

OCL: Ordinal Contrastive Learning for Imputating Features with Progressive Labels di Baek, Seunghun, Sim, Jaeyoon, Wu, Guorong, Kim, Won Hwa

Sommario: “... decoder to reconstruct the original measures conditioned on their imaging modalities. The encoder includes...”
Testo

Highly Efficient Direct Analytics on Semantic-aware Time Series Data Compression di Sun, Guoyou, Karras, Panagiotis, Zhang, Qi

Sommario: “... for semantic encoding and decoding, they struggle with the sequential nature of time series data and high...”
Testo

Magnitude-Phase Dual-Path Speech Enhancement Network based on Self-Supervised Embedding and Perceptual Contrast Stretch Boosting di Mattursun, Alimjan, Wang, Liejun, Yu, Yinfeng, Ma, Chunyang

Sommario: “... starts by applying the perceptual contrast stretching (PCS) algorithm to enhance the magnitude-phase...”
Testo

HarmonySeg: Tubular Structure Segmentation with Deep-Shallow Feature Fusion and Growth-Suppression Balanced Loss di Huang, Yi, Zhang, Ke, Liu, Wei, Wang, Yuanyuan, Patel, Vishal M., Lu, Le, Han, Xu, Jin, Dakai, Yan, Ke

Sommario: “... exist in algorithm design when faced with diverse sizes, complex topologies, and (often) incomplete data...”
Testo

Full-Diversity Construction-D Lattices: Design and Decoding Perspective on Block-Fading Channels di Sadeghi, Maryam, Khodaiemehr, Hassan, Feng, Chen

Sommario: “... this, we develop an efficient decoding algorithm designed specifically for full-diversity Construction-D...”
Testo

Locate 3D: Real-World Object Localization via Self-Supervised Learning in 3D di Arnaud, Sergio, McVay, Paul, Martin, Ada, Majumdar, Arjun, Jatavallabhula, Krishna Murthy, Thomas, Phillip, Partsey, Ruslan, Dugas, Daniel, Gejji, Abha, Sax, Alexander, Berges, Vincent-Pierre, Henaff, Mikael, Jain, Ayush, Cao, Ang, Prasad, Ishita, Kalakrishnan, Mrinal, Rabbat, Michael, Ballas, Nicolas, Assran, Mido, Maksymets, Oleksandr, Rajeswaran, Aravind, Meier, Franziska

Sommario: “... and AR devices. Key to our approach is 3D-JEPA, a novel self-supervised learning (SSL) algorithm...”
Testo

Gone With the Bits: Revealing Racial Bias in Low-Rate Neural Compression for Facial Images di Qiu, Tian, Nichani, Arjun, Tadayontahmasebi, Rasta, Jeong, Haewon

Sommario: “... in neural compression algorithms by analyzing nine popular models and their variants. Through...”
Testo

Trellis Waveform Shaping for Sidelobe Reduction in Integrated Sensing and Communications: A Duality with PAPR Mitigation di Pu, Henglin, Li, Husheng, Han, Zhu, Poor, H. Vincent

Sommario: “... the PAPR. In this paper, inspired by PAPR reduction algorithms in OFDM, we employ trellis shaping in OFDM...”
Testo