Risultati della ricerca - decoding (algorithmsssic OR (algorithm OR (Algorithmssics OR Algorithmssics)))

A Spiking Neural Network based on Neural Manifold for Augmenting Intracortical Brain-Computer Interface Data di Zheng, Shengjie, Li, Wenyi, Qian, Lang, He, Chenggang, Li, Xiaojian

Sommario: “... of the algorithms oriented to general artifi-cial intelligence because it borrows the neural information processing...”
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Asynchronous Multiuser Detection for SCMA with Unknown Delays: A Compressed Sensing Approach di Wheeler, Dylan, Tripp, Erin E., Natarajan, Balasubramaniam

Sommario: “... access system. The proposed technique can be used with nearly all of the numerous decoding algorithms...”
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Foundational Policy Acquisition via Multitask Learning for Motor Skill Generation di Yamamori, Satoshi, Morimoto, Jun

Sommario: “...In this study, we propose a multitask reinforcement learning algorithm for foundational policy...”
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One-Bit-Aided Modulo Sampling for DOA Estimation di Zhang, Qi, Zhu, Jiang, Qu, Fengzhong, Soh, De Wen

Sommario: “.... The estimate of the normalized covariance matrix is used to implement blind integer-forcing (BIF) decoder...”
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Optimal Construction of N-bit-delay Almost Instantaneous Fixed-to-Variable-Length Codes di Sugiura, Ryosuke, Nishino, Masaaki, Yasuda, Norihito, Kamamoto, Yutaka, Moriya, Takehiro

Sommario: “...-length (AIFV) codes, the general form of binary codes we can make when finite bits of decoding delay...”
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Living Scenes: Multi-object Relocalization and Reconstruction in Changing 3D Environments di Zhu, Liyuan, Huang, Shengyu, Schindler, Konrad, Armeni, Iro

Sommario: “... representation in a single encoder-decoder network, trained on synthetic data. This representation enables us...”
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Secure ISAC MIMO Systems: Exploiting Interference With Bayesian Cramér-Rao Bound Optimization di Su, Nanchi, Liu, Fan, Masouros, Christos, Alexandropoulos, George C., Xiong, Yifeng, Zhang, Qinyu

Sommario: “... their decoding probability, thus enhancing the ISAC's system physical-layer security (PLS) capability. To tackle...”
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MISC: Ultra-low Bitrate Image Semantic Compression Driven by Large Multimodal Model di Li, Chunyi, Lu, Guo, Feng, Donghui, Wu, Haoning, Zhang, Zicheng, Liu, Xiaohong, Zhai, Guangtao, Lin, Weisi, Zhang, Wenjun

Sommario: “... become a highly demanding topic. However, existing compression algorithms must sacrifice either...”
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Streaming Dense Video Captioning di Zhou, Xingyi, Arnab, Anurag, Buch, Shyamal, Yan, Shen, Myers, Austin, Xiong, Xuehan, Nagrani, Arsha, Schmid, Cordelia

Sommario: “... as the memory is of a fixed size. Second, we develop a streaming decoding algorithm that enables our model...”
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Exploration is Harder than Prediction: Cryptographically Separating Reinforcement Learning from Supervised Learning di Golowich, Noah, Moitra, Ankur, Rohatgi, Dhruv

Sommario: “..., 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 di Xiang, Chong, Wu, Tong, Zhong, Zexuan, Wagner, David, Chen, Danqi, Mittal, Prateek

Sommario: “... 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 di Song, Suqi, Zhang, Chenxu, Zhang, Peng, Li, Pengkun, Song, Fenglong, Zhang, Lei

Sommario: “... 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 di Mohan, Rishi Kesav, Sureshkumar, Sanjay, Sivasubramaniam, Vignesh

Sommario: “... 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 di Belotti, Federico, Dadda, Fabio, Cremaschi, Marco, Avogadro, Roberto, Palmonari, Matteo

Sommario: “..., 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 di Gkiouzepi, Eleni, Çakmak, Burak, Opper, Manfred, Caire, Giuseppe

Sommario: “.... 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 di Ni, Shulei, Qiu, Yisheng, Chen, Yunchuan, Song, Zihao, Chen, Hao, Jiang, Xuejian, Quan, Donghui, Chen, Huaxi

Sommario: “... 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 di Yang, Xiaoxiao, Jia, Ziyu

Sommario: “..., 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 di Chen, Ruizhe, Zhang, Xiaotian, Luo, Meng, Chai, Wenhao, Liu, Zuozhu

Sommario: “..., 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 di Huang, Jen-Yuan, Wang, Haofan, Wang, Qixun, Bai, Xu, Ai, Hao, Xing, Peng, Huang, Jen-Tse

Sommario: “... 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 di Sun, Hanshi, Haider, Momin, Zhang, Ruiqi, Yang, Huitao, Qiu, Jiahao, Yin, Ming, Wang, Mengdi, Bartlett, Peter, Zanette, Andrea

Sommario: “... than standard decoding strategies, which makes it computationally not viable. In this work, we...”
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