Search Results - decoding (algorithm OR Algorithmssics)

Learning to Communicate Through Implicit Communication Channels by Wang, Han, Chen, Binbin, Zhang, Tieying, Wang, Baoxiang

Table of Contents: “… and decodes the messages. We propose training algorithms for agents to message and act, including learning…”
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Sum Rate Maximization for Movable Antenna-Aided Downlink RSMA Systems by Zhang, Cixiao, Peng, Size, Xu, Yin, Wu, Qingqing, Ou, Xiaowu, Guo, Xinghao, He, Dazhi, Zhang, Wenjun

Table of Contents: “… cancellation (SIC) to decode part of the interference while treating the remainder as noise. However…”
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Refine3DNet: Scaling Precision in 3D Object Reconstruction from Multi-View RGB Images using Attention by Balakrishnan, Ajith, S, Sreeja, Shine, Linu

Table of Contents: “… Optimization (JTSO) algorithm. Encoded features from unordered inputs are transformed into an enhanced feature…”
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Motor Imagery Classification for Asynchronous EEG-Based Brain-Computer Interfaces by Wu, Huanyu, Li, Siyang, Wu, Dongrui

Table of Contents: “…-length EEG trials for MI decoding, asynchronous BCIs aim to detect the user's MI without explicit…”
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Lossless Acceleration of Large Language Models with Hierarchical Drafting based on Temporal Locality in Speculative Decoding by Cho, Sukmin, Choi, Sangjin, Hwang, Taeho, Seo, Jeongyeon, Jeong, Soyeong, Lee, Huije, Song, Hoyun, Park, Jong C., Kwon, Youngjin

Table of Contents: “…, as they have been widely incorporated into real-world services. Speculative decoding, a fully algorithmic…”
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Optimal word order for non-causal text generation with Large Language Models: the Spanish case by Busto-Castiñeira, Andrea, García-Méndez, Silvia, de Arriba-Pérez, Francisco, González-Castaño, Francisco J.

Table of Contents: “… Models (LLMs), with zero-shot inference capabilities. However, most neural systems utilize decoder-only…”
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SQuat: Subspace-orthogonal KV Cache Quantization by Wang, Hao, Han, Ligong, Xu, Kai, Srivastava, Akash

Table of Contents: “…The key-value (KV) cache accelerates LLMs decoding by storing KV tensors from previously generated…”
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Variational autoencoders understand knot topology by Braghetto, Anna, Kundu, Sumanta, Baiesi, Marco, Orlandini, Enzo

Table of Contents: “… configurations with the decoder that reliably preserves the topology of the input ones. Our findings demonstrate…”
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Simulation and Experimental Validation of Optical Camera Communication by Narasimman, Srivathsan Chakaravarthi, Alphones, Arokiaswami

Table of Contents: “…. This will allow much needed data rate improvement by operating at the actual frequency a decoding algorithm ceases…”
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Universal Representations for Classification-enhanced Lossy Compression by Nguyen, Nam

Table of Contents: “… has traditionally guided algorithm design. However, Blau and Michaeli [5] introduced a generalized…”
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Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning by Küçüksözen, Can, Yemez, Yücel

Table of Contents: “… algorithm that leverages the physical concept of compactness, to highlight distinct object centroids in a…”
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Autoencoder-Based Hybrid Replay for Class-Incremental Learning by Nori, Milad Khademi, Kim, Il-Min, Wang, Guanghui

Table of Contents: “… performance. The decoder later recovers the exemplar data stored in the latent space, rather than in raw…”
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Data-efficient Meta-models for Evaluation of Context-based Questions and Answers in LLMs by Belikova, Julia, Polev, Konstantin, Parchiev, Rauf, Simakov, Dmitry

Table of Contents: “… approaches, which decode internal model representations. We propose a methodology combining efficient…”
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Dataset combining EEG, eye-tracking, and high-speed video for ocular activity analysis across BCI paradigms by Guttmann-Flury, E., Sheng, X., Zhu, X.

Table of Contents: “… be considered as noise, affecting the efficiency and accuracy of decoding users' cognitive states and intentions…”
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Near-Field SWIPT Using XL-MIMO: Power Allocation and Subarray Activation by Mumtaz, Muhammad Zeeshan, Mohammadi, Mohammadali, Ngo, Hien Quoc, Matthaiou, Michail

Table of Contents: “… decoding (ID) users and energy harvesting (EH) users. Non-stationary near-field channels are considered…”
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LIMINAL: Exploring The Frontiers of LLM Decode Performance by Davies, Michael, Crago, Neal, Sankaralingam, Karthikeyan, Kozyrakis, Christos

Table of Contents: “…-imposed bottlenecks in auto-regressive decoding. We develop LIMINAL, an analytical performance model…”
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Exploring a Graph-based Approach to Offline Reinforcement Learning for Sepsis Treatment by Khakharova, Taisiya, Sakizloglou, Lucas, Lambers, Leen

Table of Contents: “… are trained to produce latent state representations, jointly with decoders that predict the next patient state…”
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Accelerating Large Language Model Inference via Early-Exiting Algorithms by Bae, Sangmin

Table of Contents: “… inference. This dissertation resolves this conflict by co-designing adaptive algorithms and model…”
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Angular Dispersion Accelerates $k$-Nearest Neighbors Machine Translation by Tokarchuk, Evgeniia, Troshin, Sergey, Niculae, Vlad

Table of Contents: “…Augmenting neural machine translation with external memory at decoding time, in the form of k…”
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Auto-Stega: An Agent-Driven System for Lifelong Strategy Evolution in LLM-Based Text Steganography by Zhou, Jiuan, Cheng, Yu, Xie, Yuan, Yin, Zhaoxia

Table of Contents: “… constraints. A decoding LLM recovers the information under the shared strategy. To handle high embedding rates…”
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