Search Results - decoding (algorithmics 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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text