Résultats de la recherche - decoding (algorithm OR (Algorithmsssic OR Algorithmsssic))

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

Table des matières: “… 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 par Zhang, Cixiao, Peng, Size, Xu, Yin, Wu, Qingqing, Ou, Xiaowu, Guo, Xinghao, He, Dazhi, Zhang, Wenjun

Table des matières: “… 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 par Balakrishnan, Ajith, S, Sreeja, Shine, Linu

Table des matières: “… 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 par Wu, Huanyu, Li, Siyang, Wu, Dongrui

Table des matières: “…-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 par Cho, Sukmin, Choi, Sangjin, Hwang, Taeho, Seo, Jeongyeon, Jeong, Soyeong, Lee, Huije, Song, Hoyun, Park, Jong C., Kwon, Youngjin

Table des matières: “…, 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 par Busto-Castiñeira, Andrea, García-Méndez, Silvia, de Arriba-Pérez, Francisco, González-Castaño, Francisco J.

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

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

Table des matières: “… 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 par Narasimman, Srivathsan Chakaravarthi, Alphones, Arokiaswami

Table des matières: “…. 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 par Nguyen, Nam

Table des matières: “… 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 par Küçüksözen, Can, Yemez, Yücel

Table des matières: “… 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 par Nori, Milad Khademi, Kim, Il-Min, Wang, Guanghui

Table des matières: “… 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 par Belikova, Julia, Polev, Konstantin, Parchiev, Rauf, Simakov, Dmitry

Table des matières: “… 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 par Guttmann-Flury, E., Sheng, X., Zhu, X.

Table des matières: “… 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 par Mumtaz, Muhammad Zeeshan, Mohammadi, Mohammadali, Ngo, Hien Quoc, Matthaiou, Michail

Table des matières: “… 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 par Davies, Michael, Crago, Neal, Sankaralingam, Karthikeyan, Kozyrakis, Christos

Table des matières: “…-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 par Khakharova, Taisiya, Sakizloglou, Lucas, Lambers, Leen

Table des matières: “… 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 par Bae, Sangmin

Table des matières: “… 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 par Tokarchuk, Evgeniia, Troshin, Sergey, Niculae, Vlad

Table des matières: “…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 par Zhou, Jiuan, Cheng, Yu, Xie, Yuan, Yin, Zhaoxia

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