Résultats de la recherche - decoding (algorithmics OR (algorithmics OR (algorithm OR (Algorithmssssics OR Algorithmssssics))))

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

Table des matières: “…, 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 par Xiang, Chong, Wu, Tong, Zhong, Zexuan, Wagner, David, Chen, Danqi, Mittal, Prateek

Table des matières: “… 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 par Song, Suqi, Zhang, Chenxu, Zhang, Peng, Li, Pengkun, Song, Fenglong, Zhang, Lei

Table des matières: “… 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 par Mohan, Rishi Kesav, Sureshkumar, Sanjay, Sivasubramaniam, Vignesh

Table des matières: “… 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 par Belotti, Federico, Dadda, Fabio, Cremaschi, Marco, Avogadro, Roberto, Palmonari, Matteo

Table des matières: “…, 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 par Gkiouzepi, Eleni, Çakmak, Burak, Opper, Manfred, Caire, Giuseppe

Table des matières: “…. 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 par Ni, Shulei, Qiu, Yisheng, Chen, Yunchuan, Song, Zihao, Chen, Hao, Jiang, Xuejian, Quan, Donghui, Chen, Huaxi

Table des matières: “… 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 par Yang, Xiaoxiao, Jia, Ziyu

Table des matières: “…, 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 par Chen, Ruizhe, Zhang, Xiaotian, Luo, Meng, Chai, Wenhao, Liu, Zuozhu

Table des matières: “…, 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 par Huang, Jen-Yuan, Wang, Haofan, Wang, Qixun, Bai, Xu, Ai, Hao, Xing, Peng, Huang, Jen-Tse

Table des matières: “… 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 par Sun, Hanshi, Haider, Momin, Zhang, Ruiqi, Yang, Huitao, Qiu, Jiahao, Yin, Ming, Wang, Mengdi, Bartlett, Peter, Zanette, Andrea

Table des matières: “… 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 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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