Résultats de la recherche - encoding (algorithmsssics OR (algorithm OR (algorithm OR algorithm)))

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

Table des matières: “… 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 par Silvestre, Pedro F., Pietzuch, Peter

Table des matières: “…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 par Lan, Lei, Shao, Tianjia, Lu, Zixuan, Zhang, Yu, Jiang, Chenfanfu, Yang, Yin

Table des matières: “… 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 par Zhang, Xiaoqi, Ni, Zhitong, Yuan, Weijie, Zhang, J. Andrew, Quek, Tony Q. S.

Table des matières: “… 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 par Guo, Hongshu, Ma, Sijie, Huang, Zechuan, Hu, Yuzhi, Ma, Zeyuan, Zhang, Xinglin, Gong, Yue-Jiao

Table des matières: “… 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 par Park, Gunhee, Gray, Johnnie, Chan, Garnet Kin-Lic

Table des matières: “… 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 par Cimarelli, Claudio, Millan-Romera, Jose Andres, Voos, Holger, Sanchez-Lopez, Jose Luis

Table des matières: “… 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 par Sindicic, Lovro, Kopriva, Ivica

Table des matières: “…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 par 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

Table des matières: “… 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 par Shreyas, Udaya, Aadarsh, L. N.

Table des matières: “… 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 par Wong, Sing Lam, Potter, Andrew C.

Table des matières: “… 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 par Lee, Dongryung, Joo, Sejune, Lee, Kimin, Kim, Beomjoon

Table des matières: “… 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 par Burkat, Jędrzej, Fitzpatrick, Nathan

Table des matières: “…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 par Yepez, Jeffrey G., Seligman, Jackson D., Dornfest, Max A. A., Crow, Brian C., Learned, John G., Li, Viacheslav A.

Table des matières: “…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 par Hernandez-Hernandez, Rolando A., Rubio-Solis, Adrian

Table des matières: “… 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 par Li, Mingyi, Xiao, Junmin, Chen, Siyan, Ma, Hui, Chen, Xi, Bao, Peihua, Yuan, Liang, Tan, Guangming

Table des matières: “… 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 par Yu, Yalei, Coombes, Matthew, Chen, Wen-Hua, Sun, Cong, Flanagan, Myles, Jiang, Jingjing, Pashupathy, Pramod, Sotoodeh-Bahraini, Masoud, Kinnell, Peter, Lohse, Niels

Table des matières: “… 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 par Tang, Yun, Tseng, Cindy

Table des matières: “… 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 par Ghanbari, Sobhan, Lo, Hoi-Kwong

Table des matières: “… 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 par Ku, Calvin, Chen, Yu-Cheng, Hu, Alice, Hsieh, Min-Hsiu

Table des matières: “…Quantum Phase Estimation (QPE) is a cornerstone algorithm for fault-tolerant quantum computation…”
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