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

Semi-supervised permutation invariant particle-level anomaly detection by Matos, Gabriel, Busch, Elena, Park, Ki Ryeong, Gonski, Julia

Table of Contents: “…, the typical machine learning (ML) algorithms employed for this task require fixed length and ordered inputs…”
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Tokenization as Finite-State Transduction by Cognetta, Marco, Okazaki, Naoaki

Table of Contents: “… framework which can efficiently encode all possible tokenizations of a regular language. We…”
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Attention-Driven Metapath Encoding in Heterogeneous Graphs by Katyal, Calder

Table of Contents: “… is the first attempt to incorporate attention into the process of encoding entire metapaths without dropping…”
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TIMRL: A Novel Meta-Reinforcement Learning Framework for Non-Stationary and Multi-Task Environments by Qi, Chenyang, Li, Huiping, Huang, Panfeng

Table of Contents: “…In recent years, meta-reinforcement learning (meta-RL) algorithm has been proposed to improve…”
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Small Decision Trees for MDPs with Deductive Synthesis by Andriushchenko, Roman, Češka, Milan, Junges, Sebastian, Macák, Filip

Table of Contents: “… for every state in that process an advised action. Classical algorithms can efficiently compute policies…”
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A Bio-mimetic Neuromorphic Model for Heat-evoked Nociceptive Withdrawal Reflex in Upper Limb by Wang, Fengyi, Olvera, J. Rogelio Guadarrama, Thako, Nitish, Cheng, Gordon

Table of Contents: “… present a neuromorphic spiking network for heat-evoked NWR by mimicking the structure and encoding scheme…”
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Online Audio-Visual Autoregressive Speaker Extraction by Pan, Zexu, Wang, Wupeng, Zhao, Shengkui, Zhang, Chong, Zhou, Kun, Ma, Yukun, Ma, Bin

Table of Contents: “… lightweight autoregressive acoustic encoder to serve as the second cue, to actively explore the information…”
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Singular value transformation for unknown quantum channels by Niwa, Ryotaro, Rossi, Zane Marius, Taranto, Philip, Murao, Mio

Table of Contents: “… develop a quantum algorithm for transforming its singular values. The spectrum of a quantum channel as a…”
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Quantum-assisted Gaussian process regression using random Fourier features by Galvis-Florez, Cristian A., Farooq, Ahmad, Särkkä, Simo

Table of Contents: “… algorithm for sparse Gaussian process regression based on the random Fourier feature kernel approximation…”
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Hybrid quantum tensor networks for aeroelastic applications by Hickmann, M. Lautaro, Alves, Pedro, Quero, David, Schwenker, Friedhelm, Rieser, Hans-Martin

Table of Contents: “… intricate problems in aeroelasticity. We present an end-to-end trainable hybrid algorithm. We first encode…”
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GSVisLoc: Generalizable Visual Localization for Gaussian Splatting Scene Representations by Khatib, Fadi, Moran, Dror, Trostianetsky, Guy, Kasten, Yoni, Galun, Meirav, Basri, Ronen

Table of Contents: “… are produced by downsampling and encoding the 3D Gaussians while image features are obtained by encoding image…”
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Zero to Autonomy in Real-Time: Online Adaptation of Dynamics in Unstructured Environments by Ward, William, Etter, Sarah, Quattrociocchi, Jesse, Ellis, Christian, Thorpe, Adam J., Topcu, Ufuk

Table of Contents: “… adaptation that combines function encoders with recursive least squares, treating the function encoder…”
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B-Rep Distance Functions (BR-DF): How to Represent a B-Rep Model by Volumetric Distance Functions? by Zhang, Fuyang, Jayaraman, Pradeep Kumar, Xu, Xiang, Furukawa, Yasutaka

Table of Contents: “… on volumetric distance functions, dubbed B-Rep Distance Functions (BR-DF). BR-DF encodes the surface mesh…”
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Event-Triggered Distributed Target Tracking via PRIMEX by Xia, Yuxuan, Chang, Kuo-Chu, Qiu, Xueqi, Gao, Lin, Yang, Chaoqun, Yuan, Ting

Table of Contents: “…PRIMEX (prime-based graph encoding and extraction) is a recently proposed framework for scalable…”
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Geometric Prototype Learning in Quantum Hilbert Space with Matrix Product States by Zhang, Kun, Ding, Lei, Bai, Sheng-Chen, Sun, Jing, Jing, An-Qi, Tang, Min, Ran, Shi-Ju

Table of Contents: “… in Hilbert space. We introduce a prototype-based learning scheme where class representatives are encoded…”
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Quantum Anomaly Detection with a Spin Processor in Diamond by Zihua Chai, Ying Liu, Mengqi Wang, Yuhang Guo, Fazhan Shi, Zhaokai Li, Ya Wang, Jiangfeng Du

Table of Contents: “… for many tasks. Quantum machine learning algorithms cannot only deal with the quantum states generated…”
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ViTCoD: Vision Transformer Acceleration via Dedicated Algorithm and Accelerator Co-Design by You, Haoran, Sun, Zhanyi, Shi, Huihong, Yu, Zhongzhi, Zhao, Yang, Zhang, Yongan, Li, Chaojian, Li, Baopu, Lin, Yingyan Celine

Table of Contents: “… sparsity (e.g., >=50%). To this end, we propose a dedicated algorithm and accelerator co-design framework…”
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Sparse Transformer for Ultra-sparse Sampled Video Compressive Sensing by Cao, Miao, Zheng, Siming, Wang, Lishun, Chen, Ziyang, Brady, David, Yuan, Xin

Table of Contents: “…Digital cameras consume ~0.1 microjoule per pixel to capture and encode video, resulting in a power…”
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Multistep Inverse Is Not All You Need by Levine, Alexander, Stone, Peter, Zhang, Amy

Table of Contents: “… than the dynamics of the raw observations. It is therefore desirable to learn an encoder to map…”
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PA-LOCO: Learning Perturbation-Adaptive Locomotion for Quadruped Robots by Xiao, Zhiyuan, Zhang, Xinyu, Zhou, Xiang, Zhang, Qingrui

Table of Contents: “… various terrains based on a teacher-student architecture. However, its one-encoder structure…”
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