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

Spatial-Temporal Mamba Network for EEG-based Motor Imagery Classification von Yang, Xiaoxiao, Jia, Ziyu

Inhaltsangabe: “… , numerous models had been proposed, ranging from classical algorithms like Common Spatial Pattern (CSP …”
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PAD: Personalized Alignment of LLMs at Decoding-Time von Chen, Ruizhe, Zhang, Xiaotian, Luo, Meng, Chai, Wenhao, Liu, Zuozhu

Inhaltsangabe: “… , facilitating the generation of generalizable token-level personalized rewards. The PAD algorithm leverages …”
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InstantIR: Blind Image Restoration with Instant Generative Reference von Huang, Jen-Yuan, Wang, Haofan, Wang, Qixun, Bai, Xu, Ai, Hao, Xing, Peng, Huang, Jen-Tse

Inhaltsangabe: “… generation step, this representation is used to decode current diffusion latent and instantiate …”
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Fast Best-of-N Decoding via Speculative Rejection von Sun, Hanshi, Haider, Momin, Zhang, Ruiqi, Yang, Huitao, Qiu, Jiahao, Yin, Ming, Wang, Mengdi, Bartlett, Peter, Zanette, Andrea

Inhaltsangabe: “… than standard decoding strategies, which makes it computationally not viable. In this work, we …”
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Learning to Communicate Through Implicit Communication Channels von Wang, Han, Chen, Binbin, Zhang, Tieying, Wang, Baoxiang

Inhaltsangabe: “… 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 von Zhang, Cixiao, Peng, Size, Xu, Yin, Wu, Qingqing, Ou, Xiaowu, Guo, Xinghao, He, Dazhi, Zhang, Wenjun

Inhaltsangabe: “… 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 von Balakrishnan, Ajith, S, Sreeja, Shine, Linu

Inhaltsangabe: “… 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 von Wu, Huanyu, Li, Siyang, Wu, Dongrui

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

Inhaltsangabe: “… , 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 von Busto-Castiñeira, Andrea, García-Méndez, Silvia, de Arriba-Pérez, Francisco, González-Castaño, Francisco J.

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

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

Inhaltsangabe: “… 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 von Narasimman, Srivathsan Chakaravarthi, Alphones, Arokiaswami

Inhaltsangabe: “… . 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 von Nguyen, Nam

Inhaltsangabe: “… 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 von Küçüksözen, Can, Yemez, Yücel

Inhaltsangabe: “… 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 von Nori, Milad Khademi, Kim, Il-Min, Wang, Guanghui

Inhaltsangabe: “… 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 von Belikova, Julia, Polev, Konstantin, Parchiev, Rauf, Simakov, Dmitry

Inhaltsangabe: “… 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 von Guttmann-Flury, E., Sheng, X., Zhu, X.

Inhaltsangabe: “… 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 von Mumtaz, Muhammad Zeeshan, Mohammadi, Mohammadali, Ngo, Hien Quoc, Matthaiou, Michail

Inhaltsangabe: “… 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 von Davies, Michael, Crago, Neal, Sankaralingam, Karthikeyan, Kozyrakis, Christos

Inhaltsangabe: “… -imposed bottlenecks in auto-regressive decoding. We develop LIMINAL, an analytical performance model …”
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