Risultati della ricerca - encoding (algorithmssssics OR (algorithm OR (algorithm OR algorithm)))

Computing Gram Matrix for SMILES Strings using RDKFingerprint and Sinkhorn-Knopp Algorithm di Ali, Sarwan, Mansoor, Haris, Chourasia, Prakash, Khan, Imdad Ullah, Patterson, Murray

Sommario: “... task. This work proposes a kernel-based approach for encoding and analyzing molecular structures from...”
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Tempo: Compiled Dynamic Deep Learning with Symbolic Dependence Graphs di Silvestre, Pedro F., Pietzuch, Peter

Sommario: “...Deep learning (DL) algorithms are often defined in terms of temporal relationships: a tensor at one...”
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3DGS$^2$: Near Second-order Converging 3D Gaussian Splatting di Lan, Lei, Shao, Tianjia, Lu, Zixuan, Zhang, Yu, Jiang, Chenfanfu, Yang, Yin

Sommario: “... reconstruction. By explicitly encoding a 3D scene using a collection of Gaussian kernels, 3DGS achieves high...”
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Deep Learning-based OTFS Channel Estimation and Symbol Detection with Plug-and-Play Framework di Zhang, Xiaoqi, Ni, Zhitong, Yuan, Weijie, Zhang, J. Andrew, Quek, Tony Q. S.

Sommario: “... channel estimation accuracy and increases the complexity of symbol detection. Traditional algorithms...”
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Reinforcement Learning-based Self-adaptive Differential Evolution through Automated Landscape Feature Learning di Guo, Hongshu, Ma, Sijie, Huang, Zechuan, Hu, Yuzhi, Ma, Zeyuan, Zhang, Xinglin, Gong, Yue-Jiao

Sommario: “... that excel in dynamic algorithm configuration (DAC) tasks within the low-level optimization, reducing...”
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Simulating quantum dynamics in two-dimensional lattices with tensor network influence functional belief propagation di Park, Gunhee, Gray, Johnnie, Chan, Garnet Kin-Lic

Sommario: “... this problem for computing the time evolution of local observables by encoding the subsystem's influence...”
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Hardware, Algorithms, and Applications of the Neuromorphic Vision Sensor: a Review di Cimarelli, Claudio, Millan-Romera, Jose Andres, Voos, Holger, Sanchez-Lopez, Jose Luis

Sommario: “... sensing encodes detected instantaneous per-pixel illumination changes into an asynchronous stream of event...”
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Label-independent hyperparameter-free self-supervised single-view deep subspace clustering di Sindicic, Lovro, Kopriva, Ivica

Sommario: “...Deep subspace clustering (DSC) algorithms face several challenges that hinder their widespread...”
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Step1X-3D: Towards High-Fidelity and Controllable Generation of Textured 3D Assets di Li, Weiyu, Zhang, Xuanyang, Sun, Zheng, Qi, Di, Li, Hao, Cheng, Wei, Cai, Weiwei, Wu, Shihao, Liu, Jiarui, Wang, Zihao, Chen, Xiao, Tian, Feipeng, Pan, Jianxiong, Li, Zeming, Yu, Gang, Zhang, Xiangyu, Jiang, Daxin, Tan, Ping

Sommario: “... such as data scarcity, algorithmic limitations, and ecosystem fragmentation. To this end, we present Step1X-3D...”
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Few-Shot Concept Unlearning with Low Rank Adaptation di Shreyas, Udaya, Aadarsh, L. N.

Sommario: “... when prompted. Conventional retraining of the model can take upto days, hence fast algorithms...”
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Entanglement renormalization circuits for $2d$ Gaussian Fermion States di Wong, Sing Lam, Potter, Andrew C.

Sommario: “... quantum correlations. This work introduces a quantum circuit compression algorithm for Gaussian fermion...”
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Prime the search: Using large language models for guiding geometric task and motion planning by warm-starting tree search di Lee, Dongryung, Joo, Sejune, Lee, Kimin, Kim, Beomjoon

Sommario: “... problems. To enable LLMs to perform geometric reasoning, we design a predicate-based prompt that encodes...”
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The Quantum Paldus Transform: Efficient Circuits with Applications di Burkat, Jędrzej, Fitzpatrick, Nathan

Sommario: “...We present the Quantum Paldus Transform: an efficient quantum algorithm for block-diagonalising...”
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Algorithm to extract direction in 2D discrete distributions and a continuous Frobenius norm di Yepez, Jeffrey G., Seligman, Jackson D., Dornfest, Max A. A., Crow, Brian C., Learned, John G., Li, Viacheslav A.

Sommario: “...In this study, we present a novel algorithm for determining directionality in 2D distributions...”
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A Hybrid Multilayer Extreme Learning Machine for Image Classification with an Application to Quadcopters di Hernandez-Hernandez, Rolando A., Rubio-Solis, Adrian

Sommario: “... classification. First, unsupervised multilayer feature encoding is achieved by stacking a number of ELM-AEs...”
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Stencil-Lifting: Hierarchical Recursive Lifting System for Extracting Summary of Stencil Kernel in Legacy Codes di Li, Mingyi, Xiao, Junmin, Chen, Siyan, Ma, Hui, Chen, Xi, Bao, Peihua, Yuan, Liang, Tan, Guangming

Sommario: “... invariants. Each vertex in the invariant subgraph is associated with a predicate-based summary, encoding its...”
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A Goal-Oriented Approach for Active Object Detection with Exploration-Exploitation Balance di Yu, Yalei, Coombes, Matthew, Chen, Wen-Hua, Sun, Cong, Flanagan, Myles, Jiang, Jingjing, Pashupathy, Pramod, Sotoodeh-Bahraini, Masoud, Kinnell, Peter, Lohse, Niels

Sommario: “... for exploration and exploitation (DCEE) algorithm is presented within goal-oriented control systems to achieve...”
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Chunk Based Speech Pre-training with High Resolution Finite Scalar Quantization di Tang, Yun, Tseng, Cindy

Sommario: “... technology is self-supervised learning. Most self-supervised learning algorithms are designed with full...”
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Cost-aware Photonic Graph State Generation: A Graphical Framework di Ghanbari, Sobhan, Lo, Hoi-Kwong

Sommario: “... building blocks in specific cases, such as encoded 6-ring states. The algorithm uses the minimum number...”
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Benchmarking Quantum Simulation Methods di Ku, Calvin, Chen, Yu-Cheng, Hu, Alice, Hsieh, Min-Hsiu

Sommario: “...Quantum Phase Estimation (QPE) is a cornerstone algorithm for fault-tolerant quantum computation...”
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