Résultats de la recherche - decoding (Algorithmsssic OR (algorithm OR Algorithmsssic))

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

Table des matières: “… 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 par Urbach, Roy, Schneidman, Elad

Table des matières: “… 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 par Reisizadeh, Hadi, Ruan, Jiajun, Chen, Yiwei, Pal, Soumyadeep, Liu, Sijia, Hong, Mingyi

Table des matières: “… 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 par Li, Xiaxin, Mazumdar, Arya

Table des matières: “… 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 par Doshi, Akash, Sen, Pinar, Ivanov, Kirill, Yang, Wei, Namgoong, June, Wang, Runxin, Wang, Rachel, Yoo, Taesang, Jiang, Jing, Ji, Tingfang

Table des matières: “…, 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... par He, Dongyi, Siok, Wai Ting, Wang, Nizhuan

Table des matières: “… 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 par Yao, Xinyuanmeng, Ma, Xiao

Table des matières: “… 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 par Lin, Jian, Mi, Jiazhi, Hong, Zicong, Wang, Haodong, Liu, Qianli, Zhang, Haodyue, Li, Peng, Guo, Song

Table des matières: “… 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 par Chun‐Ren Phang, Akimasa Hirata

Table des matières: “… 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 par Bostanci, John, Efron, Yuval, Metger, Tony, Poremba, Alexander, Qian, Luowen, Yuen, Henry

Table des matières: “… 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 par Li, Junhui, Hou, Xingsong

Table des matières: “… 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 par Işık, İlker, Gol, Ebru Aydin, Cinbis, Ramazan Gokberk

Table des matières: “…: 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 par Faria, Gonçalo R. A., Agrawal, Sweta, Farinhas, António, Rei, Ricardo, de Souza, José G. C., Martins, André F. T.

Table des matières: “… 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 par Chang, Yapei, Krishna, Kalpesh, Houmansadr, Amir, Wieting, John, Iyyer, Mohit

Table des matières: “… -- 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 par Zheng, Linghao, Pu, Xinyang, Xu, Feng

Table des matières: “…-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 par Zhang, Wei, Zhang, Tian-Hao, Luo, Chao, Zhou, Hui, Yang, Chao, Qian, Xinyuan, Yin, Xu-Cheng

Table des matières: “… 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 par 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

Table des matières: “… 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 par Zhu, Kan, Tang, Tian, Xu, Qinyu, Gu, Yile, Zeng, Zhichen, Kadekodi, Rohan, Zhao, Liangyu, Li, Ang, Krishnamurthy, Arvind, Kasikci, Baris

Table des matières: “… 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 par Huang, Kaiyu, Wu, Hao, Shi, Zhubo, Zou, Han, Yu, Minchen, Shi, Qingjiang

Table des matières: “… latency and meeting Service Level Objectives (SLOs) under dynamic request patterns. Speculative decoding…”
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Offline Reinforcement Learning with Discrete Diffusion Skills par Qiao, RuiXi, Cheng, Jie, Dai, Xingyuan, Tian, Yonglin, Lv, Yisheng

Table des matières: “… decoder. Coupled with a high-level policy trained via offline RL techniques, our method establishes a…”
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