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

Randomness-Efficient Constructions of Capacity-Achieving List-Decodable Codes by Mosheiff, Jonathan, Resch, Nicolas, Shang, Kuo, Yuan, Chen

Table of Contents: “…We wish to generate list-decodable codes over small alphabets using as little randomness…”
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DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads by Xiao, Guangxuan, Tang, Jiaming, Zuo, Jingwei, Guo, Junxian, Yang, Shang, Tang, Haotian, Fu, Yao, Han, Song

Table of Contents: “…-weight, constant-length KV cache for streaming heads, which reduces both LLM's decoding and pre-filling…”
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Private Frequency Estimation Via Residue Number Systems by Arcolezi, Héber H.

Table of Contents: “…We present \textsf{ModularSubsetSelection} (MSS), a new algorithm for locally differentially…”
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Predicting Drivers' Route Trajectories in Last-Mile Delivery Using A Pair-wise Attention-based Pointer Neural Network by Mo, Baichuan, Wang, Qing Yi, Guo, Xiaotong, Winkenbach, Matthias, Zhao, Jinhua

Table of Contents: “…. In addition to the commonly used encoder-decoder architecture for sequence-to-sequence prediction, we propose…”
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GASE: Graph Attention Sampling with Edges Fusion for Solving Vehicle Routing Problems by Wang, Zhenwei, Bai, Ruibin, Khan, Fazlullah, Ozcan, Ender, Zhang, Tiehua

Table of Contents: “… in an encoder-decoder style. Such an approach makes it possible to solve routing problems end-to-end without…”
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A Training-free Sub-quadratic Cost Transformer Model Serving Framework With Hierarchically Pruned Attention by Lee, Heejun, Park, Geon, Lee, Youngwan, Suh, Jaduk, Kim, Jina, Jeong, Wonyoung, Kim, Bumsik, Lee, Hyemin, Jeon, Myeongjae, Hwang, Sung Ju

Table of Contents: “… algorithm that estimates the top-$k$ key tokens for a given query on the fly, which is mathematically…”
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Attention-based SIC Ordering and Power Allocation for Non-orthogonal Multiple Access Networks by Huang, Liang, Zhu, Bincheng, Nan, Runkai, Chi, Kaikai, Wu, Yuan

Table of Contents: “… (SIC) plays a crucial role in decoding user signals sequentially. The challenge lies in the joint…”
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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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