Risultati della ricerca - decoding (Algorithmssic OR algorithm)

PepCompass: Navigating peptide embedding spaces using Riemannian Geometry di 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

Sommario: “..., but conventionally ignore decoder-induced geometry and rely on flat Euclidean metrics, rendering exploration...”
Testo

Near-Asymptotically-Good Quantum Codes with Transversal CCZ Gates and Sublinear-Weight Parity-Checks di Golowich, Louis, Guruswami, Venkatesan

Sommario: “... the block length. We furthermore design an efficient decoding algorithm for these codes. The alphabet size...”
Testo

Efficient LLM Inference over Heterogeneous Edge Networks with Speculative Decoding di Zhu, Bingjie, Chen, Zhixiong, Zhao, Liqiang, Shin, Hyundong, Nallanathan, Arumugam

Sommario: “... LLM inference systems typically adopt autoregressive decoding (AD), which only generates one token per...”
Testo

Efficient Vector Symbolic Architectures from Histogram Recovery di Deng, Zirui, Raviv, Netanel

Sommario: “... problem by using algorithms related to list-decoding, and analyze the resulting noise resilience. Our...”
Testo

MindRec: A Diffusion-driven Coarse-to-Fine Paradigm for Generative Recommendation di Gao, Mengyao, Gao, Chongming, Liu, Haoyan, Cai, Qingpeng, Jiang, Peng, Chen, Jiajia, Yuan, Shuai, He, Xiangnan

Sommario: “... optimum problem inherent in greedy decoding, we design a novel beam search algorithm, Diffusion Beam...”
Testo

AdaFuse: Accelerating Dynamic Adapter Inference via Token-Level Pre-Gating and Fused Kernel Optimization di Li, Qiyang, Kong, Rui, Li, Yuchen, Cai, Hengyi, Wang, Shuaiqiang, Kong, Linghe, Chen, Guihai, Yin, Dawei

Sommario: “... latency often skyrockets, leading to decoding speeds slowing by over 2.5 times. Through a fine-grained...”
Testo

City-Scale Visibility Graph Analysis via GPU-Accelerated HyperBall di Hodge, Alex, Trinanes, Melissa Barrientos

Sommario: “... BFS complexity from O(N|E|) to O(D|E|2^p); and (iii) GPU-accelerated CUDA kernels with a fused decode...”
Testo

Introspective Diffusion Language Models di 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

Sommario: “... novel introspective strided decoding (ISD) algorithm, which enables the model to verify previously...”
Testo

Kaczmarz Linear Attention di Zou, Jiaxuan, Ren, Ruifeng, Liu, Yong

Sommario: “..., and chunkwise parallel algorithm. At the 0.4B scale with a 1B-token budget, KLA achieves the lowest validation...”
Testo

SPARQLe: Sub-Precision Activation Representation for Quantized LLM Inference di Parvathy, Aradhana Mohan, Ghosh, Soumendu Kumar, Kundu, Shamik, Raha, Arnab, Kundu, Souvik, Mathaikutty, Deepak A., Raghunathan, Anand

Sommario: “... 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 di Shiyao Li, Zhongzeng Zhou, Xueling Lin, Litong Chen, Yindie Wu, Conghui Liu, Tailin Xu

Sommario: “...‐decoding” of sweat biomarkers. For active information acquisition, we engineered a highly porous iron...”
Testo

On the Performance of Downlink Channel Estimation‐Based Cell‐Free Massive MIMO Systems Under Correlated Rician Fading Channels di Jiarui Li, Yao Zhang, Fengjiao Gan, Na Liu, Longxiang Yang, Hongbo Zhu

Sommario: “... decode downlink data solely based on uplink statistical channel state information (CSI). However...”
Testo

Hierarchical Distribution Matching for Probabilistically Shaped Coded Modulation di Yoshida, Tsuyoshi, Karlsson, Magnus, Agrell, Erik

Sommario: “... concatenation, for which the FEC coding and decoding lies inside the shaping algorithms. PS can seemingly...”
Testo

Lasry-Lions Envelopes and Nonconvex Optimization: A Homotopy Approach di Simões, Miguel, Themelis, Andreas, Patrinos, Panagiotis

Sommario: “... algorithms. Lasry-Lions envelopes can also be seen as an "intermediate" between a given function and its...”
Testo

The Brain-Inspired Cooperative Shared Control Framework for Brain-Machine Interface di Yang, Junjie, Liu, Ling, Zheng, Shengjie, Qian, Lang, Gao, Gang, Chen, Xin, Li, Xiaojian

Sommario: “... control signals are decoded from neural activity, and the robot handles the fine control. This allows...”
Testo

AutoTemplate: A Simple Recipe for Lexically Constrained Text Generation di Iso, Hayate

Sommario: “... this problem using a lexically constrained beam search algorithm or dedicated model using non-autoregressive...”
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Adaptive Bernstein Change Detector for High-Dimensional Data Streams di Heyden, Marco, Fouché, Edouard, Arzamasov, Vadim, Fenn, Tanja, Kalinke, Florian, Böhm, Klemens

Sommario: “... or by updating a learning algorithm. However, detecting changes is challenging when observations are high...”
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Partial Syndrome Measurement for Hypergraph Product Codes di Berthusen, Noah, Gottesman, Daniel

Sommario: “... are randomly selected. When applied to hypergraph product codes and a modified small-set-flip decoding...”
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A High-throughput and Secure Coded Blockchain for IoT di Taherpour, Amirhossein, Wang, Xiaodong

Sommario: “...) a transaction-based and lightweight consensus algorithm that emphasizes on using the minimum...”
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REST: Retrieval-Based Speculative Decoding di He, Zhenyu, Zhong, Zexuan, Cai, Tianle, Lee, Jason D., He, Di

Sommario: “...We introduce Retrieval-Based Speculative Decoding (REST), a novel algorithm designed to speed up...”
Testo