Risultati della ricerca - decoding (Algorithmsssic OR algorithm)

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo

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...”
Testo