Resultados de búsqueda - decoding ((algorithmics OR algorithm) OR Algorithmsssic)

PostMark: A Robust Blackbox Watermark for Large Language Models por Chang, Yapei, Krishna, Kalpesh, Houmansadr, Amir, Wieting, John, Iyyer, Mohit

Tabla de Contenidos: “… -- or watermark -- during the model's decoding process. Most existing watermarking methods require access…”
Enlace del recurso

Tuning a SAM-Based Model with Multi-Cognitive Visual Adapter to Remote Sensing Instance Segmentation por Zheng, Linghao, Pu, Xinyang, Xu, Feng

Tabla de Contenidos: “…-tuning the SAM-Mona encoder along with a feature aggregator. Subsequently, a pixel decoder…”
Enlace del recurso

Breaking Through the Spike: Spike Window Decoding for Accelerated and Precise Automatic Speech Recognition por Zhang, Wei, Zhang, Tian-Hao, Luo, Chao, Zhou, Hui, Yang, Chao, Qian, Xinyuan, Yin, Xu-Cheng

Tabla de Contenidos: “… Window Decoding algorithm, which greatly improves the inference speed by making the number of frames…”
Enlace del recurso

AdaServe: Accelerating Multi-SLO LLM Serving with SLO-Customized Speculative Decoding por Li, Zikun, Chen, Zhuofu, Delacourt, Remi, Oliaro, Gabriele, Wang, Zeyu, Chen, Qinghan, Lin, Shuhuai, Yang, April, Zhang, Zhihao, Chen, Zhuoming, Lai, Sean, Cheng, Xinhao, Miao, Xupeng, Jia, Zhihao

Tabla de Contenidos: “… system designed to support efficient multi-SLO serving through SLO-customized speculative decoding…”
Enlace del recurso

Tactic: Adaptive Sparse Attention with Clustering and Distribution Fitting for Long-Context LLMs por Zhu, Kan, Tang, Tian, Xu, Qinyu, Gu, Yile, Zeng, Zhichen, Kadekodi, Rohan, Zhao, Liangyu, Li, Ang, Krishnamurthy, Arvind, Kasikci, Baris

Tabla de Contenidos: “… caches during decoding. Prior methods enforce fixed token budgets for sparse attention, assuming a set…”
Enlace del recurso

AdaSpec: Adaptive Speculative Decoding for Fast, SLO-Aware Large Language Model Serving por Huang, Kaiyu, Wu, Hao, Shi, Zhubo, Zou, Han, Yu, Minchen, Shi, Qingjiang

Tabla de Contenidos: “… latency and meeting Service Level Objectives (SLOs) under dynamic request patterns. Speculative decoding…”
Enlace del recurso

Offline Reinforcement Learning with Discrete Diffusion Skills por Qiao, RuiXi, Cheng, Jie, Dai, Xingyuan, Tian, Yonglin, Lv, Yisheng

Tabla de Contenidos: “… decoder. Coupled with a high-level policy trained via offline RL techniques, our method establishes a…”
Enlace del recurso

Machine-Learning-Powered Neural Interfaces for Smart Prosthetics and Diagnostics por Shaeri, MohammadAli, Liu, Jinhan, Shoaran, Mahsa

Tabla de Contenidos: “… in AI-driven decoding algorithms and energy-efficient System-on-Chip (SoC) platforms for next-generation…”
Enlace del recurso

Guided Speculative Inference for Efficient Test-Time Alignment of LLMs por Geuter, Jonathan, Mroueh, Youssef, Alvarez-Melis, David

Tabla de Contenidos: “…We propose Guided Speculative Inference (GSI), a novel algorithm for efficient reward-guided…”
Enlace del recurso

The 2025 PNPL Competition: Speech Detection and Phoneme Classification in the LibriBrain Dataset por Landau, Gilad, Özdogan, Miran, Elvers, Gereon, Mantegna, Francesco, Somaiya, Pratik, Jayalath, Dulhan, Kurth, Luisa, Kwon, Teyun, Shillingford, Brendan, Farquhar, Greg, Jiang, Minqi, Jerbi, Karim, Abdelhedi, Hamza, Ramos, Yorguin Mantilla, Gulcehre, Caglar, Woolrich, Mark, Voets, Natalie, Jones, Oiwi Parker

Tabla de Contenidos: “…The advance of speech decoding from non-invasive brain data holds the potential for profound…”
Enlace del recurso

D-CNN and VQ-VAE Autoencoders for Compression and Denoising of Industrial X-ray Computed Tomography Images por Hejazi, Bardia, Chand, Keerthana, Fritsch, Tobias, Bruno, Giovanni

Tabla de Contenidos: “… autoencoders and examines how these compression algorithms affect the quality of the recovered data. Two…”
Enlace del recurso

DSDE: Dynamic Speculative Decoding with KLD Stability for Real-World Serving por Yang, Mingyu, Choi, Jae-Young, Moon, Kihyo, Jang, Minsung, Jeon, Eunjoo

Tabla de Contenidos: “…Speculative decoding accelerates large language model inference, but its reliance on a fixed…”
Enlace del recurso

LLM DNA: Tracing Model Evolution via Functional Representations por Wu, Zhaomin, Zhao, Haodong, Wang, Ziyang, Guo, Jizhou, Wang, Qian, He, Bingsheng

Tabla de Contenidos: “… the evolutionary tree of LLMs using phylogenetic algorithms, which align with shifts from encoder-decoder…”
Enlace del recurso

Layer codes as partially self-correcting quantum memories por Gu, Shouzhen, Caha, Libor, Choe, Shin Ho, He, Zhiyang, Kubica, Aleksander, Tang, Eugene

Tabla de Contenidos: “… memories. First, we introduce two decoding algorithms for layer codes with provable guarantees for local…”
Enlace del recurso

A Gate-Based Quantum Genetic Algorithm for Real-Valued Global Optimization por Souza, Leandro C., Dardenne, Laurent E., Portugal, Renato

Tabla de Contenidos: “…. In this model, individuals are represented by quantum circuits whose measurement outcomes are decoded into real…”
Enlace del recurso

EXACT: Explicit Attribute-Guided Decoding-Time Personalization por Yu, Xin, Xing, Hanwen, Xue, Lingzhou

Tabla de Contenidos: “… context. While decoding-time personalization offers a scalable alternative to training-time methods…”
Enlace del recurso

CHESS: Context-aware Hierarchical Efficient Semantic Selection for Long-Context LLM Inference por Fei, Chao, Li, Guozhong, Liu, Chenxi, Kalnis, Panos

Tabla de Contenidos: “…Long-context LLMs demand accurate inference at low latency, yet decoding becomes primarily…”
Enlace del recurso

A Universal Systematic Method to Generate Error Patterns on Memoryless Channels por Jalaleddine, Marwan, Li, Jiajie, Abbas, Syed Mohsin, Gross, Warren J.

Tabla de Contenidos: “…The high computational cost of approaching the performance of Maximum-likelihood (ML) decoding has…”
Enlace del recurso

Alphazero-like Tree-Search can Guide Large Language Model Decoding and Training por Feng, Xidong, Wan, Ziyu, Wen, Muning, McAleer, Stephen Marcus, Wen, Ying, Zhang, Weinan, Wang, Jun

Tabla de Contenidos: “… the reasoning capabilities of LLMs by using tree-search algorithms to guide multi-step reasoning. These methods…”
Enlace del recurso

Deep Variational Multivariate Information Bottleneck -- A Framework for Variational Losses por Abdelaleem, Eslam, Nemenman, Ilya, Martini, K. Michael

Tabla de Contenidos: “… that in a decoder graph (defining a generative model for data). Using this approach, we rederive existing…”
Enlace del recurso