Risultati della ricerca - encoding algorithm

M-ANT: Efficient Low-bit Group Quantization for LLMs via Mathematically Adaptive Numerical Type di Hu, Weiming, Zhang, Haoyan, Guo, Cong, Feng, Yu, Guan, Renyang, Hua, Zhendong, Liu, Zihan, Guan, Yue, Guo, Minyi, Leng, Jingwen

Sommario: “... algorithmic advancement proposes a fine-grained group-wise quantization for LLMs, which treats a small set...”
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A parallel parser for regular expressions di Borsotti, Angelo, Breveglieri, Luca, Reghizzi, Stefano Crespi, Morzenti, Angelo

Sommario: “... passes through encode the syntax tree of the input. On long texts, serial matching and parsing may be too...”
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Fast Two-photon Microscopy by Neuroimaging with Oblong Random Acquisition (NORA) di Whang, Esther, Thomas, Skyler, Yi, Ji, Charles, Adam S.

Sommario: “... designed to encode the target images into fewer measurements that are faster to acquire, with algorithms...”
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Towards On-Device Learning and Reconfigurable Hardware Implementation for Encoded Single-Photon Signal Processing di Zang, Zhenya, Li, Xingda, Li, David Day Uei

Sommario: “... propose an online training algorithm based on a One-Sided Jacobi rotation-based Online Sequential Extreme...”
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A Markov Chain Monte Carlo Method for Efficient Finite-Length LDPC Code Design di Tanrıkulu, Ata, Yıldırım, Mete, Hareedy, Ahmed

Sommario: “...-based (PB) LDPC codes offer many degrees of freedom in the code design and enable fast encoding...”
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Sequential decoding of the XYZ$^2$ hexagonal stabilizer code di Srivastava, Basudha, Xiao, Yinzi, Kockum, Anton Frisk, Criger, Ben, Granath, Mats

Sommario: “... in the encoded information. For concatenated codes, where one code is embedded within another, optimal decoding...”
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Fast MRI of bones in the knee -- An AI-driven reconstruction approach for adiabatic inversion recovery prepared ultra-short echo time sequences di Nunn, Philipp Hans, Huflage, Henner, Grunz, Jan-Peter, Gruschwitz, Philipp, Schad, Oliver, Bley, Thorsten Alexander, Tran-Gia, Johannes, Wech, Tobias

Sommario: “.... Conjugate gradient sensitivity encoding (CG-SENSE) reconstructions of different retrospectively undersampled...”
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FreeQ-Graph: Free-form Querying with Semantic Consistent Scene Graph for 3D Scene Understanding di Zhan, Chenlu, Zhang, Yufei, Wang, Gaoang, Wang, Hongwei

Sommario: “... consistent scene Graph for 3D scene understanding. The core idea is to encode free-form queries from a...”
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Provable Non-Convex Euclidean Distance Matrix Completion: Geometry, Reconstruction, and Robustness di Smith, Chandler, Cai, HanQin, Tasissa, Abiy

Sommario: “.... The available distance measurements are encoded as expansion coefficients in a non-orthogonal basis...”
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Enhanced Successive Cancellation List Decoder for Long Polar Codes Targeting Air Interface di Li, Jiajie, Shen, Sihui, Gross, Warren J.

Sommario: “... faces several challenges, especially under long code lengths. In this paper, we target algorithmic...”
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Global Forecasting of Tropical Cyclone Intensity Using Neural Weather Models di Gomez, Milton, Poulain--Auzeau, Louis, Berne, Alexis, Beucler, Tom

Sommario: “...-processing algorithm is tracking-independent, preventing full misses, and we demonstrate that even linear...”
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IsoSched: Preemptive Tile Cascaded Scheduling of Multi-DNN via Subgraph Isomorphism di Zhao, Boran, Yuan, Zihang, Hu, Yanbin, Zhai, Haiming, Zhang, Haoruo, Zhao, Wenzhe, Xia, Tian, Ren, Pengju

Sommario: “... in tile pipelines; third, it employs an Ullmann-based algorithm enhanced by Monte Carlo Tree Search (MCTS...”
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SafeGuider: Robust and Practical Content Safety Control for Text-to-Image Models di Qi, Peigui, Tang, Kunsheng, Zhou, Wenbo, Zhang, Weiming, Yu, Nenghai, Zhang, Tianwei, Guo, Qing, Zhang, Jie

Sommario: “... encoder in the Stable Diffusion (SD) model, which is a widely used and representative text-to-image model...”
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Hybrid Genetic Algorithm for Optimal User Order Routing: Multi-Objective Solver Optimization in CoW Protocol Batch Auctions di Marfinetz, Mitchell

Sommario: “... optimization to this blockchain routing problem, proposing a hybrid genetic algorithm (GA) architecture...”
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Mind the Gaps: Auditing and Reducing Group Inequity in Large-Scale Mobility Prediction di Kumar, Ashwin, Zhang, Hanyu, Schweidel, David A., Yeoh, William

Sommario: “..., Black, Hispanic, and White. Built on these labels, our sampling algorithm prioritizes users based...”
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Dynamic Deep Graph Learning for Incomplete Multi-View Clustering with Masked Graph Reconstruction Loss di Zhang, Zhenghao, Xie, Jun, Chen, Xingchen, Yu, Tao, Yi, Hongzhu, Xu, Kaixin, Wang, Yuanxiang, Zong, Tianyu, Wang, Xinming, Chen, Jiahuan, Chao, Guoqing, Chen, Feng, Wang, Zhepeng, Xu, Jungang

Sommario: “... challenges remain: (1) Most methods rely on the K-Nearest Neighbors (KNN) algorithm to construct static...”
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Private Frequency Estimation Via Residue Number Systems di Arcolezi, Héber H.

Sommario: “...We present \textsf{ModularSubsetSelection} (MSS), a new algorithm for locally differentially...”
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ScamSweeper: Detecting Illegal Accounts in Web3 Scams via Transactions Analysis di Li, Xiaoqi, Li, Wenkai, Liu, Zhijie, Qiu, Meikang, Liu, Zhiquan, Nie, Sen, Li, Zongwei, Wu, Shi, Zhang, Yuqing

Sommario: “... phishing account detection tools utilize graph learning or sampling algorithms to obtain graph features...”
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EdgeMask-DG*: Learning Domain-Invariant Graph Structures via Adversarial Edge Masking di Bhattacharya, Rishabh, Manwani, Naresh

Sommario: “... specific edges encode domain-invariant information. We argue that domain-invariant structural information...”
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MonoLoss: A Training Objective for Interpretable Monosemantic Representations di Nasiri-Sarvi, Ali, Nguyen, Anh Tien, Rivaz, Hassan, Samaras, Dimitris, Hosseini, Mahdi S.

Sommario: “... training and evaluation. We study a recent MonoScore metric and derive a single-pass algorithm...”
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