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

Spatial-Temporal Mamba Network for EEG-based Motor Imagery Classification di Yang, Xiaoxiao, Jia, Ziyu

Sommario: “..., numerous models had been proposed, ranging from classical algorithms like Common Spatial Pattern (CSP...”
Testo

PAD: Personalized Alignment of LLMs at Decoding-Time di Chen, Ruizhe, Zhang, Xiaotian, Luo, Meng, Chai, Wenhao, Liu, Zuozhu

Sommario: “..., facilitating the generation of generalizable token-level personalized rewards. The PAD algorithm leverages...”
Testo

InstantIR: Blind Image Restoration with Instant Generative Reference di Huang, Jen-Yuan, Wang, Haofan, Wang, Qixun, Bai, Xu, Ai, Hao, Xing, Peng, Huang, Jen-Tse

Sommario: “... generation step, this representation is used to decode current diffusion latent and instantiate...”
Testo

Fast Best-of-N Decoding via Speculative Rejection di Sun, Hanshi, Haider, Momin, Zhang, Ruiqi, Yang, Huitao, Qiu, Jiahao, Yin, Ming, Wang, Mengdi, Bartlett, Peter, Zanette, Andrea

Sommario: “... than standard decoding strategies, which makes it computationally not viable. In this work, we...”
Testo

Learning to Communicate Through Implicit Communication Channels di Wang, Han, Chen, Binbin, Zhang, Tieying, Wang, Baoxiang

Sommario: “... and decodes the messages. We propose training algorithms for agents to message and act, including learning...”
Testo

Sum Rate Maximization for Movable Antenna-Aided Downlink RSMA Systems di Zhang, Cixiao, Peng, Size, Xu, Yin, Wu, Qingqing, Ou, Xiaowu, Guo, Xinghao, He, Dazhi, Zhang, Wenjun

Sommario: “... cancellation (SIC) to decode part of the interference while treating the remainder as noise. However...”
Testo

Refine3DNet: Scaling Precision in 3D Object Reconstruction from Multi-View RGB Images using Attention di Balakrishnan, Ajith, S, Sreeja, Shine, Linu

Sommario: “... Optimization (JTSO) algorithm. Encoded features from unordered inputs are transformed into an enhanced feature...”
Testo

Motor Imagery Classification for Asynchronous EEG-Based Brain-Computer Interfaces di Wu, Huanyu, Li, Siyang, Wu, Dongrui

Sommario: “...-length EEG trials for MI decoding, asynchronous BCIs aim to detect the user's MI without explicit...”
Testo

Lossless Acceleration of Large Language Models with Hierarchical Drafting based on Temporal Locality in Speculative Decoding di Cho, Sukmin, Choi, Sangjin, Hwang, Taeho, Seo, Jeongyeon, Jeong, Soyeong, Lee, Huije, Song, Hoyun, Park, Jong C., Kwon, Youngjin

Sommario: “..., as they have been widely incorporated into real-world services. Speculative decoding, a fully algorithmic...”
Testo

Optimal word order for non-causal text generation with Large Language Models: the Spanish case di Busto-Castiñeira, Andrea, García-Méndez, Silvia, de Arriba-Pérez, Francisco, González-Castaño, Francisco J.

Sommario: “... Models (LLMs), with zero-shot inference capabilities. However, most neural systems utilize decoder-only...”
Testo

SQuat: Subspace-orthogonal KV Cache Quantization di Wang, Hao, Han, Ligong, Xu, Kai, Srivastava, Akash

Sommario: “...The key-value (KV) cache accelerates LLMs decoding by storing KV tensors from previously generated...”
Testo

Variational autoencoders understand knot topology di Braghetto, Anna, Kundu, Sumanta, Baiesi, Marco, Orlandini, Enzo

Sommario: “... configurations with the decoder that reliably preserves the topology of the input ones. Our findings demonstrate...”
Testo

Simulation and Experimental Validation of Optical Camera Communication di Narasimman, Srivathsan Chakaravarthi, Alphones, Arokiaswami

Sommario: “.... This will allow much needed data rate improvement by operating at the actual frequency a decoding algorithm ceases...”
Testo

Universal Representations for Classification-enhanced Lossy Compression di Nguyen, Nam

Sommario: “... has traditionally guided algorithm design. However, Blau and Michaeli [5] introduced a generalized...”
Testo

Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning di Küçüksözen, Can, Yemez, Yücel

Sommario: “... algorithm that leverages the physical concept of compactness, to highlight distinct object centroids in a...”
Testo

Autoencoder-Based Hybrid Replay for Class-Incremental Learning di Nori, Milad Khademi, Kim, Il-Min, Wang, Guanghui

Sommario: “... performance. The decoder later recovers the exemplar data stored in the latent space, rather than in raw...”
Testo

Data-efficient Meta-models for Evaluation of Context-based Questions and Answers in LLMs di Belikova, Julia, Polev, Konstantin, Parchiev, Rauf, Simakov, Dmitry

Sommario: “... approaches, which decode internal model representations. We propose a methodology combining efficient...”
Testo

Dataset combining EEG, eye-tracking, and high-speed video for ocular activity analysis across BCI paradigms di Guttmann-Flury, E., Sheng, X., Zhu, X.

Sommario: “... be considered as noise, affecting the efficiency and accuracy of decoding users' cognitive states and intentions...”
Testo

Near-Field SWIPT Using XL-MIMO: Power Allocation and Subarray Activation di Mumtaz, Muhammad Zeeshan, Mohammadi, Mohammadali, Ngo, Hien Quoc, Matthaiou, Michail

Sommario: “... decoding (ID) users and energy harvesting (EH) users. Non-stationary near-field channels are considered...”
Testo

LIMINAL: Exploring The Frontiers of LLM Decode Performance di Davies, Michael, Crago, Neal, Sankaralingam, Karthikeyan, Kozyrakis, Christos

Sommario: “...-imposed bottlenecks in auto-regressive decoding. We develop LIMINAL, an analytical performance model...”
Testo