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

JDEC: JPEG Decoding via Enhanced Continuous Cosine Coefficients di Han, Woo Kyoung, Im, Sunghoon, Kim, Jaedeok, Jin, Kyong Hwan

Sommario: “...We propose a practical approach to JPEG image decoding, utilizing a local implicit neural...”
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Personalized LLM Decoding via Contrasting Personal Preference di Bu, Hyungjune, Jung, Chanjoo, Kang, Minjae, Kim, Jaehyung

Sommario: “... decoding-time algorithms remains largely overlooked, despite their demonstrated potential. In this paper...”
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Efficient Decoding of Double-circulant and Wozencraft Codes from Square-root Errors di Dubin, Oren, Oz, Noam, Ron-Zewi, Noga

Sommario: “...We present efficient decoding algorithms from square-root errors for two known families of double...”
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OmniNeuro: A Multimodal HCI Framework for Explainable BCI Feedback via Generative AI and Sonification di Nia, Ayda Aghaei

Sommario: “...While Deep Learning has improved Brain-Computer Interface (BCI) decoding accuracy, clinical...”
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LightBeam: An Accurate and Memory-Efficient CTC Decoder for Speech Neuroprostheses di Feghhi, Ebrahim, Hu, Junlin, Hadidi, Nima, Kao, Jonathan C.

Sommario: “... neuroprostheses, which directly decode speech from cortical neural activity. Two benchmarks, Brain-to-Text '24...”
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Learning Neural Decoding with Parallelism and Self-Coordination for Quantum Error Correction di Zhang, Kai, Wang, Situ, Kong, Linghang, Zhang, Fang, Ji, Zhengfeng, Chen, Jianxin

Sommario: “... accuracy than traditional human-designed decoding algorithms. However, existing implementations of neural...”
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Copula Modelling of Serially Correlated Multivariate Data with Hidden Structures di Zimmerman, Robert, Craiu, Radu V., Leos-Barajas, Vianey

Sommario: “... extension allows decoding of the hidden states based on information from multiple observations. However...”
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The Genomic Code: The genome instantiates a generative model of the organism di Mitchell, Kevin J., Cheney, Nick

Sommario: “... encoded by the learning algorithm of evolution and decoded through the processes of development...”
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Entropy Polarization-Based Data Compression Without Frozen Set Construction di Ren, Zichang, Zhao, Yuping

Sommario: “... systems, including sensitivity to the accuracy and computational complexity of the construction algorithm...”
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SASH: Decoding Community Structure in Graphs di Beemer, Allison, Bolkema, Jessalyn

Sommario: “... with the resulting code's parameters. We then present a novel algorithm, SASH, to decode to estimated communities...”
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Alphazero-like Tree-Search can Guide Large Language Model Decoding and Training di Feng, Xidong, Wan, Ziyu, Wen, Muning, McAleer, Stephen Marcus, Wen, Ying, Zhang, Weinan, Wang, Jun

Sommario: “... the reasoning capabilities of LLMs by using tree-search algorithms to guide multi-step reasoning. These methods...”
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Deep Variational Multivariate Information Bottleneck -- A Framework for Variational Losses di Abdelaleem, Eslam, Nemenman, Ilya, Martini, K. Michael

Sommario: “... that in a decoder graph (defining a generative model for data). Using this approach, we rederive existing...”
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Bayesian Recursive Information Optical Imaging: A Ghost Imaging Scheme Based on Bayesian Filtering di Du, Long-Kun, Hu, Chenyu, Liu, Shuang, Deng, Chenjin, Wang, Chaoran, Bo, Zunwang, Chen, Mingliang, Liu, Wei-Tao, Han, Shensheng

Sommario: “... in an encoded form and subsequently decoded via processing algorithms, which is quite in line...”
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Compression of Structured Data with Autoencoders: Provable Benefit of Nonlinearities and Depth di Kögler, Kevin, Shevchenko, Alexander, Hassani, Hamed, Mondelli, Marco

Sommario: “.... Namely, the performance of the algorithm is the same as if it was compressing a Gaussian source...”
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Trainable Joint Channel Estimation, Detection and Decoding for MIMO URLLC Systems di Sun, Yi, Shen, Hong, Li, Bingqing, Xu, Wei, Zhu, Pengcheng, Hu, Nan, Zhao, Chunming

Sommario: “..., and decoding (JCDD) for MIMO URLLC systems encoded by short low-density parity-check (LDPC) codes. Specifically...”
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Cross-Scan Mamba with Masked Training for Robust Spectral Imaging di Tian, Wenzhe, Zeng, Haijin, Zhao, Yin-Ping, Chen, Yongyong, Wang, Zhen, Li, Xuelong

Sommario: “...Snapshot Compressive Imaging (SCI) enables fast spectral imaging but requires effective decoding...”
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First Order Stochastic Optimization with Oblivious Noise di Diakonikolas, Ilias, Karmalkar, Sushrut, Park, Jongho, Tzamos, Christos

Sommario: “... of inliers $α$ is less than $1/2$. Our main result is an efficient list-decodable learner that recovers a...”
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Online Optimization for Learning to Communicate over Time-Correlated Channels di Wu, Zheshun, Li, Junfan, Xu, Zenglin, Sun, Sumei, Liu, Jie

Sommario: “... on two specific tasks: optimizing channel decoders for time-correlated fading channels and selecting...”
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Beyond GFVC: A Progressive Face Video Compression Framework with Adaptive Visual Tokens di Chen, Bolin, Yin, Shanzhi, Zhang, Zihan, Chen, Jie, Liao, Ru-Ling, Zhu, Lingyu, Wang, Shiqi, Ye, Yan

Sommario: “... communication. However, these GFVC algorithms are sometimes faced with unstable reconstruction quality...”
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Enhancing LMMSE Performance with Modest Complexity Increase via Neural Network Equalizers di Rozenfeld, Vadim, Raphaeli, Dan, Bialer, Oded

Sommario: “...The BCJR algorithm is renowned for its optimal equalization, minimizing bit error rate (BER) over...”
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