Suchergebnisse - decoding (algorithm OR ((algorithmics OR Algorithmssics) OR Algorithmssics))

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

Inhaltsangabe: “… -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 von Cai, Pengfei, Song, Yan, Gu, Qing, Jiang, Nan, Song, Haoyu, McLoughlin, Ian

Inhaltsangabe: “… 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 von Zhang, Zhengqiang, Wu, Rongyuan, Sun, Lingchen, Zhang, Lei

Inhaltsangabe: “… 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 von Potraghloo, Erfan Baghaei, Azizi, Seyedarmin, Kundu, Souvik, Pedram, Massoud

Inhaltsangabe: “… 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 von 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

Inhaltsangabe: “… , 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 von Golowich, Louis, Guruswami, Venkatesan

Inhaltsangabe: “… 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 von Zhu, Bingjie, Chen, Zhixiong, Zhao, Liqiang, Shin, Hyundong, Nallanathan, Arumugam

Inhaltsangabe: “… 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 von Deng, Zirui, Raviv, Netanel

Inhaltsangabe: “… 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 von Gao, Mengyao, Gao, Chongming, Liu, Haoyan, Cai, Qingpeng, Jiang, Peng, Chen, Jiajia, Yuan, Shuai, He, Xiangnan

Inhaltsangabe: “… 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 von Li, Qiyang, Kong, Rui, Li, Yuchen, Cai, Hengyi, Wang, Shuaiqiang, Kong, Linghe, Chen, Guihai, Yin, Dawei

Inhaltsangabe: “… 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 von Hodge, Alex, Trinanes, Melissa Barrientos

Inhaltsangabe: “… 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 von 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

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

Inhaltsangabe: “… , 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 von Parvathy, Aradhana Mohan, Ghosh, Soumendu Kumar, Kundu, Shamik, Raha, Arnab, Kundu, Souvik, Mathaikutty, Deepak A., Raghunathan, Anand

Inhaltsangabe: “… 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 von Shiyao Li, Zhongzeng Zhou, Xueling Lin, Litong Chen, Yindie Wu, Conghui Liu, Tailin Xu

Inhaltsangabe: “… ‐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 von Jiarui Li, Yao Zhang, Fengjiao Gan, Na Liu, Longxiang Yang, Hongbo Zhu

Inhaltsangabe: “… 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 von Slavutsky, Yuli, Benjamini, Yuval

Inhaltsangabe: “… -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 von Belouadi, Jonas, Eger, Steffen

Inhaltsangabe: “… , 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 von Peng, Tianhao, Gao, Ge, Sun, Heming, Zhang, Fan, Bull, David

Inhaltsangabe: “… 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 von Tian, Chaolin, Jiang, Xunyi, Huang, Yurui, Ma, Langtian, Ma, Yifang

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