Resultados de búsqueda - decoding (algorithm OR ((algorithmics OR (algorithmsics OR Algorithmssics)) OR algorithmssics))

On Evaluating Performance of LLM Inference Serving Systems por Agrawal, Amey, Kedia, Nitin, Agarwal, Anmol, Mohan, Jayashree, Kwatra, Nipun, Kundu, Souvik, Ramjee, Ramachandran, Tumanov, Alexey

Tabla de Contenidos: “…-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 por Cai, Pengfei, Song, Yan, Gu, Qing, Jiang, Nan, Song, Haoyu, McLoughlin, Ian

Tabla de Contenidos: “…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 por Zhang, Zhengqiang, Wu, Rongyuan, Sun, Lingchen, Zhang, Lei

Tabla de Contenidos: “… 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 por Potraghloo, Erfan Baghaei, Azizi, Seyedarmin, Kundu, Souvik, Pedram, Massoud

Tabla de Contenidos: “… 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 por 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

Tabla de Contenidos: “…, 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 por Golowich, Louis, Guruswami, Venkatesan

Tabla de Contenidos: “… 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 por Zhu, Bingjie, Chen, Zhixiong, Zhao, Liqiang, Shin, Hyundong, Nallanathan, Arumugam

Tabla de Contenidos: “… 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 por Deng, Zirui, Raviv, Netanel

Tabla de Contenidos: “… 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 por Gao, Mengyao, Gao, Chongming, Liu, Haoyan, Cai, Qingpeng, Jiang, Peng, Chen, Jiajia, Yuan, Shuai, He, Xiangnan

Tabla de Contenidos: “… 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 por Li, Qiyang, Kong, Rui, Li, Yuchen, Cai, Hengyi, Wang, Shuaiqiang, Kong, Linghe, Chen, Guihai, Yin, Dawei

Tabla de Contenidos: “… 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 por Hodge, Alex, Trinanes, Melissa Barrientos

Tabla de Contenidos: “… 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 por 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

Tabla de Contenidos: “… novel introspective strided decoding (ISD) algorithm, which enables the model to verify previously…”
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Kaczmarz Linear Attention por Zou, Jiaxuan, Ren, Ruifeng, Liu, Yong

Tabla de Contenidos: “…, 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 por Parvathy, Aradhana Mohan, Ghosh, Soumendu Kumar, Kundu, Shamik, Raha, Arnab, Kundu, Souvik, Mathaikutty, Deepak A., Raghunathan, Anand

Tabla de Contenidos: “… 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 por Shiyao Li, Zhongzeng Zhou, Xueling Lin, Litong Chen, Yindie Wu, Conghui Liu, Tailin Xu

Tabla de Contenidos: “…‐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 por Jiarui Li, Yao Zhang, Fengjiao Gan, Na Liu, Longxiang Yang, Hongbo Zhu

Tabla de Contenidos: “… decode downlink data solely based on uplink statistical channel state information (CSI). However…”
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Predicting Classification Accuracy When Adding New Unobserved Classes por Slavutsky, Yuli, Benjamini, Yuval

Tabla de Contenidos: “…-network-based algorithm, "CleaneX", which learns to estimate the accuracy of such classifiers…”
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ByGPT5: End-to-End Style-conditioned Poetry Generation with Token-free Language Models por Belouadi, Jonas, Eger, Steffen

Tabla de Contenidos: “…, and alliteration. We identify and address lack of training data and mismatching tokenization algorithms as possible…”
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Accelerating Learnt Video Codecs with Gradient Decay and Layer-wise Distillation por Peng, Tianhao, Gao, Ge, Sun, Heming, Zhang, Fan, Bull, David

Tabla de Contenidos: “… with conventional coding algorithms in term of compression efficiency. However, most learning-based video…”
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Decoding University Hierarchy and Prestige in China through Domestic Ph.D. Hiring Network por Tian, Chaolin, Jiang, Xunyi, Huang, Yurui, Ma, Langtian, Ma, Yifang

Tabla de Contenidos: “….-granting Chinese universities over three decades. We employ the minimum violation rankings algorithm…”
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