Resultados de búsqueda - decoding (algorithmicsics OR (algorithm OR (Algorithmssssssics OR (algorithm OR algorithm))))

Exploration is Harder than Prediction: Cryptographically Separating Reinforcement Learning from Supervised Learning por Golowich, Noah, Moitra, Ankur, Rohatgi, Dhruv

Tabla de Contenidos: “…, by exhibiting a class of block MDPs and associated decoding functions where reward-free exploration is provably…”
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Certifiably Robust RAG against Retrieval Corruption por Xiang, Chong, Wu, Tong, Zhong, Zexuan, Wagner, David, Chen, Danqi, Mittal, Prateek

Tabla de Contenidos: “… and decoding-based algorithms for securely aggregating unstructured text responses. Notably, RobustRAG achieves…”
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Urban Waterlogging Detection: A Challenging Benchmark and Large-Small Model Co-Adapter por Song, Suqi, Zhang, Chenxu, Zhang, Peng, Li, Pengkun, Song, Fenglong, Zhang, Lei

Tabla de Contenidos: “… decoder adaptation. Meanwhile, a Histogram Equalization Adap-ter module is designed to infuse the image…”
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Explainable Image Captioning using CNN- CNN architecture and Hierarchical Attention por Mohan, Rishi Kesav, Sureshkumar, Sanjay, Sivasubramaniam, Vignesh

Tabla de Contenidos: “… is approached in a way that the model or the algorithm's predictions can be explainable and justifiable. Thus…”
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Evaluating LLMs on Entity Disambiguation in Tables por Belotti, Federico, Dadda, Fabio, Cremaschi, Marco, Avogadro, Roberto, Palmonari, Matteo

Tabla de Contenidos: “…, and TableLlama; the first two belong to the family of heuristic-based algorithms, while the others…”
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Joint Message Detection, Channel, and User Position Estimation for Unsourced Random Access in Cell-Free Networks por Gkiouzepi, Eleni, Çakmak, Burak, Opper, Manfred, Caire, Giuseppe

Tabla de Contenidos: “…. The centralized uRA decoder makes use of the multisource AMP algorithm recently proposed by the authors…”
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Application of Physics-Informed Neural Networks in Removing Telescope Beam Effects por Ni, Shulei, Qiu, Yisheng, Chen, Yunchuan, Song, Zihao, Chen, Hao, Jiang, Xuejian, Quan, Donghui, Chen, Huaxi

Tabla de Contenidos: “… utilizes an encoder-decoder network architecture and combines the telescope's point spread function or beam…”
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Spatial-Temporal Mamba Network for EEG-based Motor Imagery Classification por Yang, Xiaoxiao, Jia, Ziyu

Tabla de Contenidos: “…, 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 por Chen, Ruizhe, Zhang, Xiaotian, Luo, Meng, Chai, Wenhao, Liu, Zuozhu

Tabla de Contenidos: “…, 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 por Huang, Jen-Yuan, Wang, Haofan, Wang, Qixun, Bai, Xu, Ai, Hao, Xing, Peng, Huang, Jen-Tse

Tabla de Contenidos: “… 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 por Sun, Hanshi, Haider, Momin, Zhang, Ruiqi, Yang, Huitao, Qiu, Jiahao, Yin, Ming, Wang, Mengdi, Bartlett, Peter, Zanette, Andrea

Tabla de Contenidos: “… 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 por Wang, Han, Chen, Binbin, Zhang, Tieying, Wang, Baoxiang

Tabla de Contenidos: “… 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 por Zhang, Cixiao, Peng, Size, Xu, Yin, Wu, Qingqing, Ou, Xiaowu, Guo, Xinghao, He, Dazhi, Zhang, Wenjun

Tabla de Contenidos: “… 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 por Balakrishnan, Ajith, S, Sreeja, Shine, Linu

Tabla de Contenidos: “… 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 por Wu, Huanyu, Li, Siyang, Wu, Dongrui

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

Tabla de Contenidos: “…, 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 por Busto-Castiñeira, Andrea, García-Méndez, Silvia, de Arriba-Pérez, Francisco, González-Castaño, Francisco J.

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

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

Tabla de Contenidos: “… 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 por Narasimman, Srivathsan Chakaravarthi, Alphones, Arokiaswami

Tabla de Contenidos: “…. This will allow much needed data rate improvement by operating at the actual frequency a decoding algorithm ceases…”
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