Résultats de la recherche - (endedededededededededededededecoding OR coding) (algorithm OR (algorithmics OR algorithmssics))

Spiking Neural Belief Propagation Decoder for Short Block Length LDPC Codes par von Bank, Alexander, Edelmann, Eike-Manuel, Miao, Sisi, Mandelbaum, Jonathan, Schmalen, Laurent

Table des matières: “… due to their event-based nature. This paper proposes a novel decoding algorithm for low-density parity…”
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Magnetohydrodynamic-guiding-center-particle-in-cell Method for Multiscale Plasma Kinetic Simulations par Hu, Zitao, Bai, Xue-Ning, Sun, Xiaochen

Table des matières: “…We present the formulation, algorithm and numerical tests of the magnetohydrodynamic-particle…”
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PolarZero: A Reinforcement Learning Approach for Low-Complexity Polarization Kernel Design par Hong, Yi-Ting, Rini, Stefano, Barletta, Luca

Table des matières: “…Polar codes with large kernels can achieve improved error exponents but are challenging to design…”
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A variational Bayes latent class approach for EHR-based patient phenotyping in R par Buckley, Brian, O'Hagan, Adrian, Galligan, Marie

Table des matières: “…) algorithm using closed-form coordinate ascent variational inference (CAVI) to determine the patient…”
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Proximity-Informed Calibration for Deep Neural Networks par Xiong, Miao, Deng, Ailin, Koh, Pang Wei, Wu, Jiaying, Li, Shen, Xu, Jianqing, Hooi, Bryan

Table des matières: “…, especially under safety-critical scenarios. However, we find that existing calibration algorithms often…”
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Use Your INSTINCT: INSTruction optimization for LLMs usIng Neural bandits Coupled with Transformers par Lin, Xiaoqiang, Wu, Zhaoxuan, Dai, Zhongxiang, Hu, Wenyang, Shu, Yao, Ng, See-Kiong, Jaillet, Patrick, Low, Bryan Kian Hsiang

Table des matières: “… used the query-efficient Bayesian optimization (BO) algorithm to automatically optimize…”
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NNG-Mix: Improving Semi-supervised Anomaly Detection with Pseudo-anomaly Generation par Dong, Hao, Frusque, Gaëtan, Zhao, Yue, Chatzi, Eleni, Fink, Olga

Table des matières: “… introduce a novel algorithm for generating additional pseudo-anomalies on the basis of the limited labeled…”
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The Effective Horizon Explains Deep RL Performance in Stochastic Environments par Laidlaw, Cassidy, Zhu, Banghua, Russell, Stuart, Dragan, Anca

Table des matières: “…. These require strategic exploration algorithms that use relatively limited function classes for representing…”
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CarDreamer: Open-Source Learning Platform for World Model based Autonomous Driving par Gao, Dechen, Cai, Shuangyu, Zhou, Hanchu, Wang, Hang, Soltani, Iman, Zhang, Junshan

Table des matières: “… for training and testing such algorithms in sophisticated driving environments. To fill this void, we introduce…”
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Fast and Globally Consistent Normal Orientation based on the Winding Number Normal Consistency par Lin, Siyou, Shi, Zuoqiang, Liu, Yebin

Table des matières: “… their exciting progress, these algorithms either have high space/time complexity, or do not produce accurate…”
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Annotation Cost-Efficient Active Learning for Deep Metric Learning Driven Remote Sensing Image Retrieval par Hoxha, Genc, Sumbul, Gencer, Henkel, Julia, Möllenbrok, Lars, Demir, Begüm

Table des matières: “… pairs, we introduce two algorithms: 1) metric-guided uncertainty estimation (MGUE); and 2) binary…”
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Preprocessing to Reduce the Search Space for Odd Cycle Transversal par Jansen, Bart M. P., Mizutani, Yosuke, Sullivan, Blair D., Verhaegh, Ruben F. A.

Table des matières: “… the size of the search space for FPT algorithms parameterized by $k$. We investigate under which conditions…”
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MetaFood3D: 3D Food Dataset with Nutrition Values par Chen, Yuhao, He, Jiangpeng, Vinod, Gautham, Raghavan, Siddeshwar, Czarnecki, Chris, Ma, Jinge, Mahmud, Talha Ibn, Coburn, Bruce, Mao, Dayou, Nair, Saeejith, Xi, Pengcheng, Wong, Alexander, Delp, Edward, Zhu, Fengqing

Table des matières: “… contributes to the development of CV algorithms due to its frequent presence in datasets across various…”
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Linear stimulus reconstruction works on the KU Leuven audiovisual, gaze-controlled auditory attention decoding dataset par Geirnaert, Simon, Rotaru, Iustina, Francart, Tom, Bertrand, Alexander

Table des matières: “… to reveal gaze-related shortcuts in existing spatial AAD algorithms that aim to decode the (direction…”
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Cryptanalysis via Machine Learning Based Information Theoretic Metrics par Kim, Benjamin D., Vasudevan, Vipindev Adat, D'Oliveira, Rafael G. L., Cohen, Alejandro, Stahlbuhk, Thomas, Médard, Muriel

Table des matières: “… network coding-based cryptosystems and provide other use cases for our algorithms. We show that our…”
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Gradient-descent methods for fast quantum state tomography par Gaikwad, Akshay, Torres, Manuel Sebastian, Ahmed, Shahnawaz, Kockum, Anton Frisk

Table des matières: “… for characterizing noisy intermediate-scale quantum devices. Our Python code for GD-QST algorithms is publicly…”
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Quantum Error Detection For Early Term Fault-Tolerant Quantum Algorithms par Ginsberg, Tom, Patel, Vyom

Table des matières: “… compilation and simulation of quantum algorithms using [[n, n-2, 2]] codes, which enable low-qubit-overhead…”
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LLM4SZZ: Enhancing SZZ Algorithm with Context-Enhanced Assessment on Large Language Models par Tang, Lingxiao, Liu, Jiakun, Liu, Zhongxin, Yang, Xiaohu, Bao, Lingfeng

Table des matières: “…The SZZ algorithm is the dominant technique for identifying bug-inducing commits and serves as a…”
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Mainlobe Jamming Suppression Using MIMO-STCA Radar par Wang, Huake, Cai, Bairui, Liao, Guisheng

Table des matières: “… utilizing a novel multiple-input multiple-output space-time coding array (MIMO-STCA) radar. Extending…”
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Variables Ordering Optimization in Boolean Characteristic Set Method Using Simulated Annealing and Machine Learning-based Time Prediction par Luo, Minzhong, Sun, Yudong, Long, Yin

Table des matières: “… cryptanalysis, with wide-ranging applications in cryptography, coding theory, and formal verification. Among…”
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