Risultati della ricerca - decoding (Algorithmsssic OR (algorithm OR algorithmics))

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

Sommario: “...-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 di Cai, Pengfei, Song, Yan, Gu, Qing, Jiang, Nan, Song, Haoyu, McLoughlin, Ian

Sommario: “...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 di Zhang, Zhengqiang, Wu, Rongyuan, Sun, Lingchen, Zhang, Lei

Sommario: “... 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 di Potraghloo, Erfan Baghaei, Azizi, Seyedarmin, Kundu, Souvik, Pedram, Massoud

Sommario: “... 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 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...”
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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...”
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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...”
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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...”
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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...”
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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...”
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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...”
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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...”
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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...”
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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...”
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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...”
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Predicting Classification Accuracy When Adding New Unobserved Classes di Slavutsky, Yuli, Benjamini, Yuval

Sommario: “...-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 di Belouadi, Jonas, Eger, Steffen

Sommario: “..., 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 di Peng, Tianhao, Gao, Ge, Sun, Heming, Zhang, Fan, Bull, David

Sommario: “... 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 di Tian, Chaolin, Jiang, Xunyi, Huang, Yurui, Ma, Langtian, Ma, Yifang

Sommario: “....-granting Chinese universities over three decades. We employ the minimum violation rankings algorithm...”
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