Résultats de la recherche - encoding (Algorithmsssic OR algorithm)

Trace-Based Reconstruction of Quantum Circuit Dataflow in Surface Codes par Trochatos, Theodoros, Kang, Christopher, Wang, Andrew, Chong, Frederic T., Szefer, Jakub

Table des matières: “… and splitting of encoded qubit patches on a 2D grid. Lattice surgery operations result in space-time patterns…”
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Collaborative Filtering using Variational Quantum Hopfield Associative Memory par Kermanshahani, Amir, Ardeshir-Larijani, Ebrahim, Saini, Rakesh, Al-Kuwari, Saif

Table des matières: “… are clustered into multiple unique groups using the K-Means algorithm and converted into polar patterns through…”
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KRAFT: A Knowledge Graph-Based Framework for Automated Map Conflation par Hashemi, Farnoosh, Lakshmanan, Laks V. S.

Table des matières: “… information about most entities in the map. (2) They are heuristic algorithmic approaches that are based…”
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Quantum kernel and HHL-based support vector machines for multi-class classification par Pinheiro, Gabriela, Slabbert, Donovan, Kowada, Luis, Petruccione, Francesco

Table des matières: “… schemes were implemented. The QSVM involves angle encoding of ten features, two unitary operator blocks…”
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Joint AoI and Handover Optimization in Space-Air-Ground Integrated Network par Lang, Zifan, Liu, Guixia, Sun, Geng, Li, Jiahui, Wang, Jiacheng, Yuan, Weijie, Niyato, Dusit, Kim, Dong In

Table des matières: “… transformer encoder (DD3QN-AS) algorithm that incorporates transformer-based temporal feature extraction…”
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Twisting Signals for Joint Radar-Communications: An OAM Vortex Beam Approach par Lv, Wanghan, Mishra, Kumar Vijay, Hu, Jinsong

Table des matières: “… orthogonality among different OAM states to encode more degrees of freedom than classical planar beams…”
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RadarGaussianDet3D: Gaussian Representation-based Real-time 3D Object Detection with 4D Automotive Radars par Xiong, Weiyi, Zhu, Bing, Zheng, Zewei

Table des matières: “… heavily on pillar encoders for BEV feature extraction, where each point contributes to only a single BEV…”
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RL Grokking Recipe: How Does RL Unlock and Transfer New Algorithms in LLMs? par Sun, Yiyou, Cao, Yuhan, Huang, Pohao, Bai, Haoyue, Hajishirzi, Hannaneh, Dziri, Nouha, Song, Dawn

Table des matières: “… strategies, beyond the sharpened skills encoded in their parameters during pre-training or post-training…”
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ViTs: Teaching Machines to See Time Series Anomalies Like Human Experts par Wang, Zexin, Pei, Changhua, Liu, Yang, Jiang, Hengyue, Zhou, Quan, Si, Haotian, Cui, Hang, Li, Jianhui, Xie, Gaogang, Li, Jingjing, Pei, Dan

Table des matières: “… one hour to one week, without retraining. Conventional approaches rely on sliding-window encoding…”
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The Enduring Dominance of Deep Neural Networks: A Critical Analysis of the Fundamental Limitations of Quantum Machine Learning and Spiking Neural Networks par Ishikawa, Takehiro

Table des matières: “… restricted representational bandwidth, struggling with long-range dependencies and semantic encoding…”
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AGNES: Adaptive Graph Neural Network and Dynamic Programming Hybrid Framework for Real-Time Nanopore Seed Chaining par Arafat, Jahidul, Poudel, Sanjaya

Table des matières: “… encode 8-dimensional spatial relationships including gap consistency. Our architecture employs three…”
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AWSPNet: Attention-based Dual-Tree Wavelet Scattering Prototypical Network for MIMO Radar Target Recognition and Jamming Suppression par Jia, Yizhen, Xiao, Siyao, Jia, Wenkai, Chen, Hui, Wang, Wen-Qin

Table des matières: “… for simultaneous radar target recognition and jamming suppression. The core of AWSPNet is the encoder…”
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A Unified Model for Multi-Task Drone Routing in Post-Disaster Road Assessment par Gong, Huatian, Sheu, Jiuh-Biing, Wang, Zheng, Yang, Xiaoguang, Yan, Ran

Table des matières: “… modern transformer encoder-decoder architecture. A lightweight adapter mechanism further enables…”
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FlowQ-Net: A Generative Framework for Automated Quantum Circuit Design par Dai, Jun, Rizvi-Martel, Michael, Rabusseau, Guillaume

Table des matières: “…, sampling them in proportion to a flexible, user-defined reward function that can encode multiple design…”
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Deep reinforcement learning for optimal trading with partial information par Macrì, Andrea, Jaimungal, Sebastian, Lillo, Fabrizio

Table des matières: “…. To address this problem, we propose three Deep Deterministic Policy Gradient (DDPG)-based algorithms…”
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Improving Robustness to Out-of-Distribution States in Imitation Learning via Deep Koopman-Boosted Diffusion Policy par Huang, Dianye, Navab, Nassir, Jiang, Zhongliang

Table des matières: “… the Deep Koopman-boosted Dual-branch Diffusion Policy (D3P) algorithm. D3P introduces a dual-branch…”
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Efficient Vector Symbolic Architectures from Histogram Recovery par Deng, Zirui, Raviv, Netanel

Table des matières: “… problem by using algorithms related to list-decoding, and analyze the resulting noise resilience. Our…”
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High-Quality Proposal Encoding and Cascade Denoising for Imaginary Supervised Object Detection par Chen, Zhiyuan, Guo, Yuelin, Huang, Zitong, He, Haoyu, Lu, Renhao, Zhang, Weizhe

Table des matières: “… encoding initializes object queries with image-specific priors from SAM-generated proposals and RoI-pooled…”
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Towards Effective and Efficient Non-autoregressive decoders for Conformer and LLM-based ASR using Block-based Attention Mask par Wang, Tianzi, Xie, Xurong, Jin, Zengrui, Geng, Mengzhe, Deng, Jiajun, Li, Zhaoqing, Hu, Shoukang, Hu, Shujie, Li, Guinan, Cui, Mingyu, Meng, Helen, Liu, Xunying

Table des matières: “… beam search algorithm is designed to dynamically fuse Connectionist Temporal Classification (CTC), AR…”
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Transformers know more than they can tell -- Learning the Collatz sequence par Charton, François, Narayanan, Ashvni

Table des matières: “…$ is even, $u_{n+1}=(3u_n+1)/2$ if $u_n$ is odd). Model accuracy varies with the base used to encode input…”
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