Search Results - decoding (Algorithmssics OR (algorithm OR (algorithm OR algorithm)))

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

Table of Contents: “… 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 by Cui, Jin, Zou, Yifei, Zhang, Siyuan

Table of Contents: “…, 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 by Ghoreishi, Ehsan, Abolhassani, Bahman, Huang, Yan, Acharya, Shiva, Lou, Wenjing, Hou, Y. Thomas

Table of Contents: “…. 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 by Agrawal, Amey, Kedia, Nitin, Agarwal, Anmol, Mohan, Jayashree, Kwatra, Nipun, Kundu, Souvik, Ramjee, Ramachandran, Tumanov, Alexey

Table of Contents: “…-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 by Cai, Pengfei, Song, Yan, Gu, Qing, Jiang, Nan, Song, Haoyu, McLoughlin, Ian

Table of Contents: “…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 by Zhang, Zhengqiang, Wu, Rongyuan, Sun, Lingchen, Zhang, Lei

Table of Contents: “… 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 by Potraghloo, Erfan Baghaei, Azizi, Seyedarmin, Kundu, Souvik, Pedram, Massoud

Table of Contents: “… 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 by 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 of Contents: “…, 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 by Golowich, Louis, Guruswami, Venkatesan

Table of Contents: “… 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 by Zhu, Bingjie, Chen, Zhixiong, Zhao, Liqiang, Shin, Hyundong, Nallanathan, Arumugam

Table of Contents: “… 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 by Deng, Zirui, Raviv, Netanel

Table of Contents: “… 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 by Gao, Mengyao, Gao, Chongming, Liu, Haoyan, Cai, Qingpeng, Jiang, Peng, Chen, Jiajia, Yuan, Shuai, He, Xiangnan

Table of Contents: “… 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 by Li, Qiyang, Kong, Rui, Li, Yuchen, Cai, Hengyi, Wang, Shuaiqiang, Kong, Linghe, Chen, Guihai, Yin, Dawei

Table of Contents: “… 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 by Hodge, Alex, Trinanes, Melissa Barrientos

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

Table of Contents: “…, 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 by Parvathy, Aradhana Mohan, Ghosh, Soumendu Kumar, Kundu, Shamik, Raha, Arnab, Kundu, Souvik, Mathaikutty, Deepak A., Raghunathan, Anand

Table of Contents: “… 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 by Shiyao Li, Zhongzeng Zhou, Xueling Lin, Litong Chen, Yindie Wu, Conghui Liu, Tailin Xu

Table of Contents: “…‐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 by Jiarui Li, Yao Zhang, Fengjiao Gan, Na Liu, Longxiang Yang, Hongbo Zhu

Table of Contents: “… 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 by Asim, Muhammad, Daniels, Mara, Leong, Oscar, Ahmed, Ali, Hand, Paul

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