Suchergebnisse - encoding ((algorithmssicsics OR (algorithm OR algorithm)) OR (algorithm OR algorithm))

Basis-to-Basis Operator Learning Using Function Encoders von Ingebrand, Tyler, Thorpe, Adam J., Goswami, Somdatta, Kumar, Krishna, Topcu, Ufuk

Inhaltsangabe: “… between function encoders and functional analysis, we derive operator learning algorithms …”
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Can GNNs Learn Link Heuristics? A Concise Review and Evaluation of Link Prediction Methods von Liang, Shuming, Ding, Yu, Li, Zhidong, Liang, Bin, Zhang, Siqi, Wang, Yang, Chen, Fang

Inhaltsangabe: “… state of each link sample could be encoded into the embeddings of nodes that are involved …”
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NeoHebbian Synapses to Accelerate Online Training of Neuromorphic Hardware von Pande, Shubham, Bezugam, Sai Sukruth, Bhattacharya, Tinish, Wlazlak, Ewelina, Chakaravorty, Anjan, Chakrabarti, Bhaswar, Strukov, Dmitri

Inhaltsangabe: “… " that dictates synaptic weight updates. The coupling weight is encoded in the ReRAM conductance, while …”
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Retrofitting Large Language Models with Dynamic Tokenization von Feher, Darius, Vulić, Ivan, Minixhofer, Benjamin

Inhaltsangabe: “… algorithm inspired by byte-pair encoding. We merge frequent subword sequences in a batch, then apply a pre …”
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Experimental Machine Learning with Classical and Quantum Data via NMR Quantum Kernels von Sabarad, Vivek, Varma, Vishal, Mahesh, T. S.

Inhaltsangabe: “… Kernel methods map data into high-dimensional spaces, enabling linear algorithms to learn nonlinear …”
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Quantum signal processing without angle finding von Alase, Abhijeet

Inhaltsangabe: “… Quantum signal processing (QSP) has emerged as a unifying subroutine in quantum algorithms. In QSP …”
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Layer-Specific Scaling of Positional Encodings for Superior Long-Context Modeling von Wang, Zhenghua, Ding, Yiran, Lv, Changze, Xu, Zhibo, Li, Tianlong, Shi, Tianyuan, Zheng, Xiaoqing, Huang, Xuanjing

Inhaltsangabe: “… , we propose a layer-specific positional encoding scaling method that assigns distinct scaling factors …”
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Near-Term Fermionic Simulation with Subspace Noise Tailored Quantum Error Mitigation von Papič, Miha, Algaba, Manuel G., Godinez-Ramirez, Emiliano, de Vega, Inés, Auer, Adrian, Šimkovic IV, Fedor, Calzona, Alessio

Inhaltsangabe: “… information from quantum devices. Here, we introduce the Subspace Noise Tailoring (SNT) algorithm, which …”
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Easz: An Agile Transformer-based Image Compression Framework for Resource-constrained IoTs von Mao, Yu, Li, Jingzong, Wang, Jun, Xu, Hong, Kuo, Tei-Wei, Guan, Nan, Xue, Chun Jason

Inhaltsangabe: “… encoding and model switching overhead on the edge. Easz utilizes a patch-erase algorithm to selectively …”
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SAR-GTR: Attributed Scattering Information Guided SAR Graph Transformer Recognition Algorithm von Xiong, Xuying, Zhang, Xinyu, Jiang, Weidong, Liu, Li, Liu, Yongxiang, Liu, Tianpeng

Inhaltsangabe: “… , the GTR constructs a hierarchical topology-aware system through global node encoding and edge position …”
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Unfolding Boxes with Local Constraints von Qian, Long, Wang, Eric, Subercaseaux, Bernardo, Heule, Marijn J. H.

Inhaltsangabe: “… algorithms, and decision diagrams, none has been able to perform at scale. We argue that existing SAT …”
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A Quantum Platform for Multiomics Data von Kubal, Michael, Johri, Sonika

Inhaltsangabe: “… data to \underline{encode} into a quantum state, provably efficient training algorithms to \underline …”
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An Explicit Formula for Vertex Enumeration in the CUT(n) Polytope via Probabilistic Methods von Marić, Nevena

Inhaltsangabe: “… as the starting point of this work. Our approach constructs the vertex set recursively via a binary encoding …”
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Privacy-Preserving Fusion for Multi-Sensor Systems Under Multiple Packet Dropouts von Huang, Jie, Liu, Jason J. R., He, Xiao

Inhaltsangabe: “… encoding-based privacy-preserving mechanism (PPM) within a control-theoretic framework, ensuring data …”
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Uncovering the EEG Temporal Representation of Low-dimensional Object Properties von Tang, Jiahua, Wang, Song, Zou, Jiachen, Wei, Chen, Liu, Quanying

Inhaltsangabe: “… Understanding how the human brain encodes and processes external visual stimuli has been a …”
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Improving ASP-based ORS Schedules through Machine Learning Predictions von Bruno, Pierangela, Dodaro, Carmine, Galatà, Giuseppe, Maratea, Marco, Mochi, Marco

Inhaltsangabe: “… currently only verify whether the encoding aligns with the actual data and, at most, suggest alternative …”
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MOCA-HESP: Meta High-dimensional Bayesian Optimization for Combinatorial and Mixed Spaces via Hyper-ellipsoid Partitioning von Ngo, Lam, Ha, Huong, Chan, Jeffrey, Zhang, Hongyu

Inhaltsangabe: “… is to leverage the hyper-ellipsoid space partitioning (HESP) technique with different categorical encoders …”
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Optimal quantum simulation of linear non-unitary dynamics von Low, Guang Hao, Somma, Rolando D.

Inhaltsangabe: “… We present a quantum algorithm for simulating the time evolution generated by any bounded, time …”
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Nova: Real-Time Agentic Vision-Language Model Serving with Adaptive Cross-Stage Parallelization von Xu, Yuhang, Liu, Shengzhong, Zhang, Dong, Yan, Bingheng, Wu, Fan, Chen, Guihai

Inhaltsangabe: “… . Our design begins by enabling effective pipelining across vision encode, LLM prefill, and LLM decode …”
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Structure-Aware Cooperative Ensemble Evolutionary Optimization on Combinatorial Problems with Multimodal Large Language Models von Zhao, Jie, Cheong, Kang Hao

Inhaltsangabe: “… Evolutionary algorithms (EAs) have proven effective in exploring the vast solution spaces typical …”
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