Resultados de búsqueda - decoding (algorithmicssics OR (algorithm OR (algorithm OR algorithm)))

Enhancing Perception Quality in Remote Sensing Image Compression via Invertible Neural Network por Li, Junhui, Hou, Xingsong

Tabla de Contenidos: “… an existing image compression algorithm and encode it as a set of Gaussian-distributed latent variables via…”
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Learning to Estimate System Specifications in Linear Temporal Logic using Transformers and Mamba por Işık, İlker, Gol, Ebru Aydin, Cinbis, Ramazan Gokberk

Tabla de Contenidos: “…: transformer encoder-decoder, decoder-only transformer, and Mamba, which is an emerging alternative…”
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QUEST: Quality-Aware Metropolis-Hastings Sampling for Machine Translation por Faria, Gonçalo R. A., Agrawal, Sweta, Farinhas, António, Rei, Ricardo, de Souza, José G. C., Martins, André F. T.

Tabla de Contenidos: “… and minimum Bayes risk decoding). However, relying on a single translation with high estimated quality…”
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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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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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…”
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