Résultats de la recherche - decoding (algorithmicsics OR (algorithm OR (Algorithmssssssics OR (algorithm OR algorithm))))

A general reduced-order neural operator for spatio-temporal predictive learning on complex spatial domains par Meng, Qinglu, Li, Yingguang, Deng, Zhiliang, Liu, Xu, Chen, Gengxiang, Wu, Qiutong, Liu, Changqing, Hao, Xiaozhong

Table des matières: “… on Riemannian Manifolds (RO-NORM), which consists of two parts: the unequal-domain encoder/decoder and the same…”
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Using MRNet to Predict Lunar Rock Categories Detected by Chang'e 5 Probe par Cui, Jin, Zou, Yifei, Zhang, Siyuan

Table des matières: “…, and the decoding part adds dilated convolution and commonly used U-Net structure on the original VGG16 decoding…”
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Cyrus+: A DRL-based Puncturing Solution to URLLC/eMBB Multiplexing in O-RAN par Ghoreishi, Ehsan, Abolhassani, Bahman, Huang, Yan, Acharya, Shiva, Lou, Wenjing, Hou, Y. Thomas

Table des matières: “…. This is inadequate as, after puncturing, eMBB data may or may not be successfully decoded at its receiver. This paper…”
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On Evaluating Performance of LLM Inference Serving Systems par Agrawal, Amey, Kedia, Nitin, Agarwal, Anmol, Mohan, Jayashree, Kwatra, Nipun, Kundu, Souvik, Ramjee, Ramachandran, Tumanov, Alexey

Table des matières: “…-phase nature combining distinct prefill and decode operations, its handling of highly heterogeneous…”
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Detect Any Sound: Open-Vocabulary Sound Event Detection with Multi-Modal Queries par Cai, Pengfei, Song, Yan, Gu, Qing, Jiang, Nan, Song, Haoyu, McLoughlin, Ian

Table des matières: “…Most existing sound event detection~(SED) algorithms operate under a closed-set assumption…”
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GPSToken: Gaussian Parameterized Spatially-adaptive Tokenization for Image Representation and Generation par Zhang, Zhengqiang, Wu, Rongyuan, Sun, Lingchen, Zhang, Lei

Table des matières: “… regions. We first employ an entropy-driven algorithm to partition the image into texture-homogeneous…”
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Top-H Decoding: Adapting the Creativity and Coherence with Bounded Entropy in Text Generation par Potraghloo, Erfan Baghaei, Azizi, Seyedarmin, Kundu, Souvik, Pedram, Massoud

Table des matières: “… decoding, a computationally efficient greedy algorithm to solve the ECMM problem. Extensive empirical…”
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PepCompass: Navigating peptide embedding spaces using Riemannian Geometry par Możejko, Marcin, Bielecki, Adam, Prądzyński, Jurand, Traskowski, Marcin, Janowski, Antoni, Lee, Hyun-Su, Torres, Marcelo Der Torossian, Kmicikiewicz, Michał, Szymczak, Paulina, Jurasz, Karol, Kucharczyk, Michał, de la Fuente-Nunez, Cesar, Szczurek, Ewa

Table des matières: “…, but conventionally ignore decoder-induced geometry and rely on flat Euclidean metrics, rendering exploration…”
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Near-Asymptotically-Good Quantum Codes with Transversal CCZ Gates and Sublinear-Weight Parity-Checks par Golowich, Louis, Guruswami, Venkatesan

Table des matières: “… the block length. We furthermore design an efficient decoding algorithm for these codes. The alphabet size…”
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Efficient LLM Inference over Heterogeneous Edge Networks with Speculative Decoding par Zhu, Bingjie, Chen, Zhixiong, Zhao, Liqiang, Shin, Hyundong, Nallanathan, Arumugam

Table des matières: “… LLM inference systems typically adopt autoregressive decoding (AD), which only generates one token per…”
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Efficient Vector Symbolic Architectures from Histogram Recovery par Deng, Zirui, Raviv, Netanel

Table des matières: “… problem by using algorithms related to list-decoding, and analyze the resulting noise resilience. Our…”
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MindRec: A Diffusion-driven Coarse-to-Fine Paradigm for Generative Recommendation par Gao, Mengyao, Gao, Chongming, Liu, Haoyan, Cai, Qingpeng, Jiang, Peng, Chen, Jiajia, Yuan, Shuai, He, Xiangnan

Table des matières: “… optimum problem inherent in greedy decoding, we design a novel beam search algorithm, Diffusion Beam…”
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AdaFuse: Accelerating Dynamic Adapter Inference via Token-Level Pre-Gating and Fused Kernel Optimization par Li, Qiyang, Kong, Rui, Li, Yuchen, Cai, Hengyi, Wang, Shuaiqiang, Kong, Linghe, Chen, Guihai, Yin, Dawei

Table des matières: “… latency often skyrockets, leading to decoding speeds slowing by over 2.5 times. Through a fine-grained…”
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City-Scale Visibility Graph Analysis via GPU-Accelerated HyperBall par Hodge, Alex, Trinanes, Melissa Barrientos

Table des matières: “… BFS complexity from O(N|E|) to O(D|E|2^p); and (iii) GPU-accelerated CUDA kernels with a fused decode…”
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Introspective Diffusion Language Models par Yu, Yifan, Jian, Yuqing, Wang, Junxiong, Zhou, Zhongzhu, Zhuang, Donglin, Fang, Xinyu, Yanamandra, Sri, Wu, Xiaoxia, Wu, Qingyang, Song, Shuaiwen Leon, Dao, Tri, Athiwaratkun, Ben, Zou, James, Lai, Fan, Xu, Chenfeng

Table des matières: “… novel introspective strided decoding (ISD) algorithm, which enables the model to verify previously…”
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Kaczmarz Linear Attention par Zou, Jiaxuan, Ren, Ruifeng, Liu, Yong

Table des matières: “…, and chunkwise parallel algorithm. At the 0.4B scale with a 1B-token budget, KLA achieves the lowest validation…”
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SPARQLe: Sub-Precision Activation Representation for Quantized LLM Inference par Parvathy, Aradhana Mohan, Ghosh, Soumendu Kumar, Kundu, Shamik, Raha, Arnab, Kundu, Souvik, Mathaikutty, Deepak A., Raghunathan, Anand

Table des matières: “… lightweight algorithm to increase MSB sparsity. SPARQLe reduces activation memory traffic and enables…”
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Electronics‐Free Wearable Platform for Computationally Guided Sweat Biomarker Recognition par Shiyao Li, Zhongzeng Zhou, Xueling Lin, Litong Chen, Yindie Wu, Conghui Liu, Tailin Xu

Table des matières: “…‐decoding” of sweat biomarkers. For active information acquisition, we engineered a highly porous iron…”
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On the Performance of Downlink Channel Estimation‐Based Cell‐Free Massive MIMO Systems Under Correlated Rician Fading Channels par Jiarui Li, Yao Zhang, Fengjiao Gan, Na Liu, Longxiang Yang, Hongbo Zhu

Table des matières: “… decode downlink data solely based on uplink statistical channel state information (CSI). However…”
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Invertible generative models for inverse problems: mitigating representation error and dataset bias par Asim, Muhammad, Daniels, Mara, Leong, Oscar, Ahmed, Ali, Hand, Paul

Table des matières: “… or algorithmically by initialization. For compressive sensing, invertible priors can yield higher accuracy than…”
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