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

TEXterity: Tactile Extrinsic deXterity di Bronars, Antonia, Kim, Sangwoon, Patre, Parag, Rodriguez, Alberto

Sommario: “... of a grasped object. This approach consists of a discrete pose estimator that uses the Viterbi decoding...”
Testo

SignSGD with Federated Defense: Harnessing Adversarial Attacks through Gradient Sign Decoding di Park, Chanho, Lee, Namyoon

Sommario: “... gradient sign decoding. Experimental results demonstrate signSGD-FD achieves superior convergence rates...”
Testo

Neural Image Compression with Text-guided Encoding for both Pixel-level and Perceptual Fidelity di Lee, Hagyeong, Kim, Minkyu, Kim, Jun-Hyuk, Kim, Seungeon, Oh, Dokwan, Lee, Jaeho

Sommario: “... compression algorithm that achieves both high perceptual and pixel-wise fidelity. In particular, we propose a...”
Testo

EnriCo: Enriched Representation and Globally Constrained Inference for Entity and Relation Extraction di Zaratiana, Urchade, Tomeh, Nadi, Dauxais, Yann, Holat, Pierre, Charnois, Thierry

Sommario: “... for accurate extraction. Secondly, we introduce a series of decoding algorithms designed to infer the highest...”
Testo

FTL: Transfer Learning Nonlinear Plasma Dynamic Transitions in Low Dimensional Embeddings via Deep Neural Networks di Bai, Zhe, Wei, Xishuo, Tang, William, Oliker, Leonid, Lin, Zhihong, Williams, Samuel

Sommario: “...Deep learning algorithms provide a new paradigm to study high-dimensional dynamical behaviors...”
Testo

Rank Reduction Autoencoders di Mounayer, Jad, Rodriguez, Sebastian, Ghnatios, Chady, Farhat, Charbel, Chinesta, Francisco

Sommario: “... of the encoder/decoder architecture on the bottleneck size. This approach enabled us to propose an adaptive...”
Testo

Multi-Channel Multi-Step Spectrum Prediction Using Transformer and Stacked Bi-LSTM di Pan, Guangliang, Li, Jie, Li, Minglei

Sommario: “... on encoder-decoder architecture. The self-attention mechanism composed of multiple layers of multi-head...”
Testo

Spatial Impulse Response Analysis and Ensemble Learning for Efficient Precision Level Sensing di Cetkin, Berkay, Fazlic, Lejla Begic, Ueding, Kristof, Machhamer, Rüdiger, Guldner, Achim, Creutz, Lars, Naumann, Stefan, Dartmann, Guido

Sommario: “... of the waste container. This signature, once accurately decoded, is then interpreted by a specially developed...”
Testo

Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow di Mei, Yixuan, Zhuang, Yonghao, Miao, Xupeng, Yang, Juncheng, Jia, Zhihao, Vinayak, Rashmi

Sommario: “... through their capacities. Helix then uses a mixed integer linear programming (MILP) algorithm to discover...”
Testo

FastPoseCNN: Real-Time Monocular Category-Level Pose and Size Estimation Framework di Davalos, Eduardo, Aminian, Mehran

Sommario: “... framework and Umeyama algorithm. To optimize our method and yield real-time results, our framework uses...”
Testo

Localizing axial dense emitters based onsingle-helix point spread function andcompressed sensing di Wu, Hanzhe, Chen, Danni, Xiang, YiHong Jiand Gan, Li, Heng, Yu, Bin, Qu, JunLe

Sommario: “... scanning position, an SH image of excited molecules is processed with CS algorithm to decode their axial...”
Testo

Towards Chapter-to-Chapter Context-Aware Literary Translation via Large Language Models di Jin, Linghao, An, Li, Ma, Xuezhe

Sommario: “..., with respect to both model learning methods and translation decoding algorithms. ...”
Testo

CharED: Character-wise Ensemble Decoding for Large Language Models di Gu, Kevin, Tuecke, Eva, Katz, Dmitriy, Horesh, Raya, Alvarez-Melis, David, Yurochkin, Mikhail

Sommario: “... consuming and computationally expensive. We therefore present an inference-time ensembling algorithm aimed...”
Testo

Small Language Models: Survey, Measurements, and Insights di Lu, Zhenyan, Li, Xiang, Cai, Dongqi, Yi, Rongjie, Liu, Fangming, Zhang, Xiwen, Lane, Nicholas D., Xu, Mengwei

Sommario: “... on transformer-based, decoder-only language models with 100M-5B parameters, we survey 70 state-of-the-art open...”
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Flexible Rate-Splitting Multiple Access for Near-Field Integrated Sensing and Communications di Zhou, Jiasi, Zhou, Cong, Zeng, Cheng, Tellambura, Chintha

Sommario: “... in its flexibility to select a subset of users for decoding the common stream, enhancing interference...”
Testo

Deep Lidar-guided Image Deblurring di Yi, Ziyao, Valsesia, Diego, Bianchi, Tiziano, Magli, Enrico

Sommario: “...-decoder models, enabling them to incorporate depth information as an additional input with minimal extra...”
Testo

A Novel Hybrid Precoder With Low-Resolution Phase Shifters and Fronthaul Capacity Limitation di Ramezani, Parisa, Kosasih, Alva, Björnson, Emil

Sommario: “... propose novel designs inspired by the sphere decoding (SD) algorithm. We demonstrate numerically that our...”
Testo

Generative quantum combinatorial optimization by means of a novel conditional generative quantum eigensolver di Minami, Shunya, Nakaji, Kouhei, Suzuki, Yohichi, Aspuru-Guzik, Alán, Kadowaki, Tadashi

Sommario: “... significant progress has been made, applying quantum algorithms to real-world problems remains challenging...”
Testo

Comprehensive Review of Deep Unfolding Techniques for Next-Generation Wireless Communication Systems di Deka, Sukanya, Deka, Kuntal, Nguyen, Nhan Thanh, Sharma, Sanjeev, Bhatia, Vimal, Rajatheva, Nandana

Sommario: “... by transforming complex iterative algorithms into structured layers of deep neural networks (DNNs). This approach...”
Testo

Spatial Distillation based Distribution Alignment (SDDA) for Cross-Headset EEG Classification di Liu, Dingkun, Li, Siyang, Wang, Ziwei, Li, Wei, Wu, Dongrui

Sommario: “... and external devices, typically via electroencephalogram (EEG) signals. However, decoding EEG signals across...”
Testo