Search Results - coding ((algorithmics OR (algorithmssic OR algorithmsssic)) OR algorithm)

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

Table of Contents: “… 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 by Hu, Zitao, Bai, Xue-Ning, Sun, Xiaochen

Table of Contents: “…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 by Hong, Yi-Ting, Rini, Stefano, Barletta, Luca

Table of Contents: “…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 by Buckley, Brian, O'Hagan, Adrian, Galligan, Marie

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

Table of Contents: “…, 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 by Lin, Xiaoqiang, Wu, Zhaoxuan, Dai, Zhongxiang, Hu, Wenyang, Shu, Yao, Ng, See-Kiong, Jaillet, Patrick, Low, Bryan Kian Hsiang

Table of Contents: “… 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 by Dong, Hao, Frusque, Gaëtan, Zhao, Yue, Chatzi, Eleni, Fink, Olga

Table of Contents: “… 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 by Laidlaw, Cassidy, Zhu, Banghua, Russell, Stuart, Dragan, Anca

Table of Contents: “…. 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 by Gao, Dechen, Cai, Shuangyu, Zhou, Hanchu, Wang, Hang, Soltani, Iman, Zhang, Junshan

Table of Contents: “… 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 by Lin, Siyou, Shi, Zuoqiang, Liu, Yebin

Table of Contents: “… 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 by Hoxha, Genc, Sumbul, Gencer, Henkel, Julia, Möllenbrok, Lars, Demir, Begüm

Table of Contents: “… 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 by Jansen, Bart M. P., Mizutani, Yosuke, Sullivan, Blair D., Verhaegh, Ruben F. A.

Table of Contents: “… 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 by 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 of Contents: “… 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 by Geirnaert, Simon, Rotaru, Iustina, Francart, Tom, Bertrand, Alexander

Table of Contents: “… 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 by Kim, Benjamin D., Vasudevan, Vipindev Adat, D'Oliveira, Rafael G. L., Cohen, Alejandro, Stahlbuhk, Thomas, Médard, Muriel

Table of Contents: “… 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 by Gaikwad, Akshay, Torres, Manuel Sebastian, Ahmed, Shahnawaz, Kockum, Anton Frisk

Table of Contents: “… 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 by Ginsberg, Tom, Patel, Vyom

Table of Contents: “… 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 by Tang, Lingxiao, Liu, Jiakun, Liu, Zhongxin, Yang, Xiaohu, Bao, Lingfeng

Table of Contents: “…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 by Wang, Huake, Cai, Bairui, Liao, Guisheng

Table of Contents: “… 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 by Luo, Minzhong, Sun, Yudong, Long, Yin

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