Search Results - encoding (Algorithmssssics OR (algorithm OR (algorithm OR algorithm)))

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

Table of Contents: “… 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 by Silvestre, Pedro F., Pietzuch, Peter

Table of Contents: “…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 by Lan, Lei, Shao, Tianjia, Lu, Zixuan, Zhang, Yu, Jiang, Chenfanfu, Yang, Yin

Table of Contents: “… 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 by Zhang, Xiaoqi, Ni, Zhitong, Yuan, Weijie, Zhang, J. Andrew, Quek, Tony Q. S.

Table of Contents: “… 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 by Guo, Hongshu, Ma, Sijie, Huang, Zechuan, Hu, Yuzhi, Ma, Zeyuan, Zhang, Xinglin, Gong, Yue-Jiao

Table of Contents: “… 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 by Park, Gunhee, Gray, Johnnie, Chan, Garnet Kin-Lic

Table of Contents: “… 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 by Cimarelli, Claudio, Millan-Romera, Jose Andres, Voos, Holger, Sanchez-Lopez, Jose Luis

Table of Contents: “… 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 by Sindicic, Lovro, Kopriva, Ivica

Table of Contents: “…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 by 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 of Contents: “… 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 by Shreyas, Udaya, Aadarsh, L. N.

Table of Contents: “… 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 by Wong, Sing Lam, Potter, Andrew C.

Table of Contents: “… 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 by Lee, Dongryung, Joo, Sejune, Lee, Kimin, Kim, Beomjoon

Table of Contents: “… 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 by Burkat, Jędrzej, Fitzpatrick, Nathan

Table of Contents: “…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 by Yepez, Jeffrey G., Seligman, Jackson D., Dornfest, Max A. A., Crow, Brian C., Learned, John G., Li, Viacheslav A.

Table of Contents: “…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 by Hernandez-Hernandez, Rolando A., Rubio-Solis, Adrian

Table of Contents: “… 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 by Li, Mingyi, Xiao, Junmin, Chen, Siyan, Ma, Hui, Chen, Xi, Bao, Peihua, Yuan, Liang, Tan, Guangming

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

Table of Contents: “… 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 by Tang, Yun, Tseng, Cindy

Table of Contents: “… 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 by Ghanbari, Sobhan, Lo, Hoi-Kwong

Table of Contents: “… 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 by Ku, Calvin, Chen, Yu-Cheng, Hu, Alice, Hsieh, Min-Hsiu

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