Search Results - encoding (algorithm OR Algorithmssic)

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

Table of Contents: “… 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 by Kermanshahani, Amir, Ardeshir-Larijani, Ebrahim, Saini, Rakesh, Al-Kuwari, Saif

Table of Contents: “… 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 by Hashemi, Farnoosh, Lakshmanan, Laks V. S.

Table of Contents: “… 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 by Pinheiro, Gabriela, Slabbert, Donovan, Kowada, Luis, Petruccione, Francesco

Table of Contents: “… 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 by Lang, Zifan, Liu, Guixia, Sun, Geng, Li, Jiahui, Wang, Jiacheng, Yuan, Weijie, Niyato, Dusit, Kim, Dong In

Table of Contents: “… 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 by Lv, Wanghan, Mishra, Kumar Vijay, Hu, Jinsong

Table of Contents: “… 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 by Xiong, Weiyi, Zhu, Bing, Zheng, Zewei

Table of Contents: “… 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? by Sun, Yiyou, Cao, Yuhan, Huang, Pohao, Bai, Haoyue, Hajishirzi, Hannaneh, Dziri, Nouha, Song, Dawn

Table of Contents: “… 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 by Wang, Zexin, Pei, Changhua, Liu, Yang, Jiang, Hengyue, Zhou, Quan, Si, Haotian, Cui, Hang, Li, Jianhui, Xie, Gaogang, Li, Jingjing, Pei, Dan

Table of Contents: “… 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 by Ishikawa, Takehiro

Table of Contents: “… 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 by Arafat, Jahidul, Poudel, Sanjaya

Table of Contents: “… 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 by Jia, Yizhen, Xiao, Siyao, Jia, Wenkai, Chen, Hui, Wang, Wen-Qin

Table of Contents: “… 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 by Gong, Huatian, Sheu, Jiuh-Biing, Wang, Zheng, Yang, Xiaoguang, Yan, Ran

Table of Contents: “… 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 by Dai, Jun, Rizvi-Martel, Michael, Rabusseau, Guillaume

Table of Contents: “…, 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 by Macrì, Andrea, Jaimungal, Sebastian, Lillo, Fabrizio

Table of Contents: “…. 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 by Huang, Dianye, Navab, Nassir, Jiang, Zhongliang

Table of Contents: “… 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 by Deng, Zirui, Raviv, Netanel

Table of Contents: “… 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 by Chen, Zhiyuan, Guo, Yuelin, Huang, Zitong, He, Haoyu, Lu, Renhao, Zhang, Weizhe

Table of Contents: “… 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 by 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 of Contents: “… 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 by Charton, François, Narayanan, Ashvni

Table of Contents: “…$ 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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