Search Results - decoding (algorithm OR (algorithmics OR Algorithmsssics))

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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Predicting Classification Accuracy When Adding New Unobserved Classes by Slavutsky, Yuli, Benjamini, Yuval

Table of Contents: “…-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 by Belouadi, Jonas, Eger, Steffen

Table of Contents: “…, 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 by Peng, Tianhao, Gao, Ge, Sun, Heming, Zhang, Fan, Bull, David

Table of Contents: “… 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 by Tian, Chaolin, Jiang, Xunyi, Huang, Yurui, Ma, Langtian, Ma, Yifang

Table of Contents: “….-granting Chinese universities over three decades. We employ the minimum violation rankings algorithm…”
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