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

GapDNER: A Gap-Aware Grid Tagging Model for Discontinuous Named Entity Recognition por Yang, Yawen, Ma, Fukun, Meng, Shiao, Liu, Aiwei, Wen, Lijie

Tabla de Contenidos: “… or internal tokens, which face challenges of error propagation and decoding ambiguity due to the wide variety…”
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Semantic representations emerge in biologically inspired ensembles of cross-supervising neural networks por Urbach, Roy, Schneidman, Elad

Tabla de Contenidos: “… or decoding, but typically rely on biologically-implausible implementations. We suggest that interactions…”
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Leak@$k$: Unlearning Does Not Make LLMs Forget Under Probabilistic Decoding por Reisizadeh, Hadi, Ruan, Jiajun, Chen, Yiwei, Pal, Soumyadeep, Liu, Sijia, Hong, Mingyi

Tabla de Contenidos: “… deterministic (greedy) decoding often suggest successful knowledge removal using standard benchmarks, we show…”
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Support Recovery in One-bit Compressed Sensing with Near-Optimal Measurements and Sublinear Time por Li, Xiaxin, Mazumdar, Arya

Tabla de Contenidos: “… methods minimize the number of measurements but often incur $Ω(n)$ decoding complexity, limiting large…”
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AI/ML based Joint Source and Channel Coding for HARQ-ACK Payload por Doshi, Akash, Sen, Pinar, Ivanov, Kirill, Yang, Wei, Namgoong, June, Wang, Runxin, Wang, Rachel, Yoo, Taesang, Jiang, Jing, Ji, Tingfang

Tabla de Contenidos: “…, we learn a transformer-based encoder using a novel "free-lunch" training algorithm and propose per…”
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Toward Robust, Reproducible, and Widely Accessible Intracranial Language Brain-Computer Interfaces: A Comprehensive Review of Neural Mechanisms, Hardware, Algorithms, Evaluation, C... por He, Dongyi, Siok, Wai Ting, Wang, Nizhuan

Tabla de Contenidos: “… by fragmented evidence and unresolved design trade-offs across neuroscience, hardware, algorithm, evaluation…”
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Polar Complexity: A New Descriptive Complexity with Applications to Source and Joint Source-Channel Coding por Yao, Xinyuanmeng, Ma, Xiao

Tabla de Contenidos: “… compression and successive cancellation decoding (SCD), and define the polar complexity of a sequence…”
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KVDrive: A Holistic Multi-Tier KV Cache Management System for Long-Context LLM Inference por Lin, Jian, Mi, Jiazhi, Hong, Zicong, Wang, Haodong, Liu, Qianli, Zhang, Haodyue, Li, Peng, Guo, Song

Tabla de Contenidos: “… critical entries during decoding, but this strategy quickly hits a ceiling: sparsity cannot be pushed…”
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Shared autonomy between human electroencephalography and TD3 deep reinforcement learning: A multi‐agent copilot approach por Chun‐Ren Phang, Akimasa Hirata

Tabla de Contenidos: “… Deep reinforcement learning (RL) algorithms enable the development of fully autonomous agents that can…”
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Unitary Complexity and the Uhlmann Transformation Problem por Bostanci, John, Efron, Yuval, Metger, Tony, Poremba, Alexander, Qian, Luowen, Yuen, Henry

Tabla de Contenidos: “… this as the Uhlmann Transformation Problem, an algorithmic version of Uhlmann's theorem. Then, we prove structural…”
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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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