Risultati della ricerca - encoding (algorithm OR algorithmsssic)

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

Sommario: “... and splitting of encoded qubit patches on a 2D grid. Lattice surgery operations result in space-time patterns...”
Testo

Collaborative Filtering using Variational Quantum Hopfield Associative Memory di Kermanshahani, Amir, Ardeshir-Larijani, Ebrahim, Saini, Rakesh, Al-Kuwari, Saif

Sommario: “... are clustered into multiple unique groups using the K-Means algorithm and converted into polar patterns through...”
Testo

KRAFT: A Knowledge Graph-Based Framework for Automated Map Conflation di Hashemi, Farnoosh, Lakshmanan, Laks V. S.

Sommario: “... information about most entities in the map. (2) They are heuristic algorithmic approaches that are based...”
Testo

Quantum kernel and HHL-based support vector machines for multi-class classification di Pinheiro, Gabriela, Slabbert, Donovan, Kowada, Luis, Petruccione, Francesco

Sommario: “... schemes were implemented. The QSVM involves angle encoding of ten features, two unitary operator blocks...”
Testo

Joint AoI and Handover Optimization in Space-Air-Ground Integrated Network di Lang, Zifan, Liu, Guixia, Sun, Geng, Li, Jiahui, Wang, Jiacheng, Yuan, Weijie, Niyato, Dusit, Kim, Dong In

Sommario: “... transformer encoder (DD3QN-AS) algorithm that incorporates transformer-based temporal feature extraction...”
Testo

Twisting Signals for Joint Radar-Communications: An OAM Vortex Beam Approach di Lv, Wanghan, Mishra, Kumar Vijay, Hu, Jinsong

Sommario: “... orthogonality among different OAM states to encode more degrees of freedom than classical planar beams...”
Testo

RadarGaussianDet3D: Gaussian Representation-based Real-time 3D Object Detection with 4D Automotive Radars di Xiong, Weiyi, Zhu, Bing, Zheng, Zewei

Sommario: “... heavily on pillar encoders for BEV feature extraction, where each point contributes to only a single BEV...”
Testo

RL Grokking Recipe: How Does RL Unlock and Transfer New Algorithms in LLMs? di Sun, Yiyou, Cao, Yuhan, Huang, Pohao, Bai, Haoyue, Hajishirzi, Hannaneh, Dziri, Nouha, Song, Dawn

Sommario: “... strategies, beyond the sharpened skills encoded in their parameters during pre-training or post-training...”
Testo

ViTs: Teaching Machines to See Time Series Anomalies Like Human Experts di Wang, Zexin, Pei, Changhua, Liu, Yang, Jiang, Hengyue, Zhou, Quan, Si, Haotian, Cui, Hang, Li, Jianhui, Xie, Gaogang, Li, Jingjing, Pei, Dan

Sommario: “... one hour to one week, without retraining. Conventional approaches rely on sliding-window encoding...”
Testo

The Enduring Dominance of Deep Neural Networks: A Critical Analysis of the Fundamental Limitations of Quantum Machine Learning and Spiking Neural Networks di Ishikawa, Takehiro

Sommario: “... restricted representational bandwidth, struggling with long-range dependencies and semantic encoding...”
Testo

AGNES: Adaptive Graph Neural Network and Dynamic Programming Hybrid Framework for Real-Time Nanopore Seed Chaining di Arafat, Jahidul, Poudel, Sanjaya

Sommario: “... encode 8-dimensional spatial relationships including gap consistency. Our architecture employs three...”
Testo

AWSPNet: Attention-based Dual-Tree Wavelet Scattering Prototypical Network for MIMO Radar Target Recognition and Jamming Suppression di Jia, Yizhen, Xiao, Siyao, Jia, Wenkai, Chen, Hui, Wang, Wen-Qin

Sommario: “... for simultaneous radar target recognition and jamming suppression. The core of AWSPNet is the encoder...”
Testo

A Unified Model for Multi-Task Drone Routing in Post-Disaster Road Assessment di Gong, Huatian, Sheu, Jiuh-Biing, Wang, Zheng, Yang, Xiaoguang, Yan, Ran

Sommario: “... modern transformer encoder-decoder architecture. A lightweight adapter mechanism further enables...”
Testo

FlowQ-Net: A Generative Framework for Automated Quantum Circuit Design di Dai, Jun, Rizvi-Martel, Michael, Rabusseau, Guillaume

Sommario: “..., sampling them in proportion to a flexible, user-defined reward function that can encode multiple design...”
Testo

Deep reinforcement learning for optimal trading with partial information di Macrì, Andrea, Jaimungal, Sebastian, Lillo, Fabrizio

Sommario: “.... To address this problem, we propose three Deep Deterministic Policy Gradient (DDPG)-based algorithms...”
Testo

Improving Robustness to Out-of-Distribution States in Imitation Learning via Deep Koopman-Boosted Diffusion Policy di Huang, Dianye, Navab, Nassir, Jiang, Zhongliang

Sommario: “... the Deep Koopman-boosted Dual-branch Diffusion Policy (D3P) algorithm. D3P introduces a dual-branch...”
Testo

Efficient Vector Symbolic Architectures from Histogram Recovery di Deng, Zirui, Raviv, Netanel

Sommario: “... problem by using algorithms related to list-decoding, and analyze the resulting noise resilience. Our...”
Testo

High-Quality Proposal Encoding and Cascade Denoising for Imaginary Supervised Object Detection di Chen, Zhiyuan, Guo, Yuelin, Huang, Zitong, He, Haoyu, Lu, Renhao, Zhang, Weizhe

Sommario: “... encoding initializes object queries with image-specific priors from SAM-generated proposals and RoI-pooled...”
Testo

Towards Effective and Efficient Non-autoregressive decoders for Conformer and LLM-based ASR using Block-based Attention Mask di Wang, Tianzi, Xie, Xurong, Jin, Zengrui, Geng, Mengzhe, Deng, Jiajun, Li, Zhaoqing, Hu, Shoukang, Hu, Shujie, Li, Guinan, Cui, Mingyu, Meng, Helen, Liu, Xunying

Sommario: “... beam search algorithm is designed to dynamically fuse Connectionist Temporal Classification (CTC), AR...”
Testo

Transformers know more than they can tell -- Learning the Collatz sequence di Charton, François, Narayanan, Ashvni

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