Search Results - decoding (algorithm OR Algorithmsssic)

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

Table of Contents: “… 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 by Urbach, Roy, Schneidman, Elad

Table of Contents: “… 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 by Reisizadeh, Hadi, Ruan, Jiajun, Chen, Yiwei, Pal, Soumyadeep, Liu, Sijia, Hong, Mingyi

Table of Contents: “… 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 by Li, Xiaxin, Mazumdar, Arya

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

Table of Contents: “…, 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... by He, Dongyi, Siok, Wai Ting, Wang, Nizhuan

Table of Contents: “… 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 by Yao, Xinyuanmeng, Ma, Xiao

Table of Contents: “… 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 by Lin, Jian, Mi, Jiazhi, Hong, Zicong, Wang, Haodong, Liu, Qianli, Zhang, Haodyue, Li, Peng, Guo, Song

Table of Contents: “… 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 by Chun‐Ren Phang, Akimasa Hirata

Table of Contents: “… 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 by Bostanci, John, Efron, Yuval, Metger, Tony, Poremba, Alexander, Qian, Luowen, Yuen, Henry

Table of Contents: “… 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 by Li, Junhui, Hou, Xingsong

Table of Contents: “… 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 by Işık, İlker, Gol, Ebru Aydin, Cinbis, Ramazan Gokberk

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

Table of Contents: “… 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 by Chang, Yapei, Krishna, Kalpesh, Houmansadr, Amir, Wieting, John, Iyyer, Mohit

Table of Contents: “… -- 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 by Zheng, Linghao, Pu, Xinyang, Xu, Feng

Table of Contents: “…-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 by Zhang, Wei, Zhang, Tian-Hao, Luo, Chao, Zhou, Hui, Yang, Chao, Qian, Xinyuan, Yin, Xu-Cheng

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

Table of Contents: “… 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 by Huang, Kaiyu, Wu, Hao, Shi, Zhubo, Zou, Han, Yu, Minchen, Shi, Qingjiang

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

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