Risultati della ricerca - encoding ((algorithm OR algorithmics) OR (algorithmics OR algorithmics))

Language-Driven Anchors for Zero-Shot Adversarial Robustness di Li, Xiao, Zhang, Wei, Liu, Yining, Hu, Zhanhao, Zhang, Bo, Hu, Xiaolin

Sommario: “... the issue to be the high cosine similarity between text encoders. We then design an expansion algorithm...”
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CodecNeRF: Toward Fast Encoding and Decoding, Compact, and High-quality Novel-view Synthesis di Kang, Gyeongjin, Lee, Younggeun, Oh, Seungjun, Park, Eunbyung

Sommario: “..., such as images and videos, we need to fulfill three key objectives: 1. fast encoding and decoding time, 2...”
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A Quantum Encoding of Traveling Salesperson Tours via Route Generation, Cost Phases, and a Valid-Permutation Oracle di Stasik, Alexander Johannes, Fuchs, Franz Georg

Sommario: “...We present a compact quantum encoding of the Traveling Salesperson Problem (TSP) based on a time...”
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ResWCAE: Biometric Pattern Image Denoising Using Residual Wavelet-Conditioned Autoencoder di Liang, Youzhi, Liang, Wen

Sommario: “... algorithms designed for generic image denoising have shown promise, their large number of parameters and lack...”
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Binary Tree Block Encoding of Classical Matrix di Li, Zexian, Zhang, Xiao-Ming, Yang, Chunlin, Zhang, Guofeng

Sommario: “...Block-encoding is a critical subroutine in quantum computing, enabling the transformation...”
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Cost Optimization in Production Line Using Genetic Algorithm di Rezaee, Alireza

Sommario: “...This paper presents a genetic algorithm (GA) approach to cost-optimal task scheduling in a...”
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TARE: Block Encoding Linear Combinations of Pauli Strings Without Ancilla State Preparation di Schillo, Niclas, Sturm, Andreas, Quay, Rüdiger

Sommario: “...Quantum algorithms based on Quantum Signal Processing (QSP) offer the potential for speedups across...”
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IGAN: Inferent and Generative Adversarial Networks di Vignaud, Luc

Sommario: “... with an entangled game between data-latent encoded posteriors and priors. It brings a measurable stability...”
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Quantum Fourier Transform for Image Processing di Zhang, Ze Yu, Gao, Weibo

Sommario: “... quantum algorithm for processing information, such as one-dimensional time series and two-dimensional...”
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Circumventing superexponential runtimes for hard instances of quantum adiabatic optimization di Schiffer, Benjamin F., Wild, Dominik S., Maskara, Nishad, Cain, Madelyn, Lukin, Mikhail D., Samajdar, Rhine

Sommario: “... quantum Hamiltonian that encodes the problem. The performance of this approach is determined...”
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NNPP: A Learning-Based Heuristic Model for Accelerating Optimal Path Planning on Uneven Terrain di Ji, Yiming, Liu, Yang, Xie, Guanghu, Ma, Boyu, Xie, Zongwu, Cao, Baoshi

Sommario: “... this paper, we propose the NNPP model for computing the heuristic region, enabling foundation algorithms like...”
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Time-Robust Path Planning with Piece-Wise Linear Trajectory for Signal Temporal Logic Specifications di Le, Nhan-Khanh, Noorani, Erfaun, Hirche, Sandra, Baras, John

Sommario: “.... This allows us to encode the STL formula into a Mixed-Integer Linear Program (MILP) with fewer variables...”
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AVT2-DWF: Improving Deepfake Detection with Audio-Visual Fusion and Dynamic Weighting Strategies di Wang, Rui, Ye, Dengpan, Tang, Long, Zhang, Yunming, Deng, Jiacheng

Sommario: “... single-modality to multi-modal fusion, posing new challenges for existing forgery detection algorithms...”
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e-Health CSIRO at "Discharge Me!" 2024: Generating Discharge Summary Sections with Fine-tuned Language Models di Liu, Jinghui, Nicolson, Aaron, Dowling, Jason, Koopman, Bevan, Nguyen, Anthony

Sommario: “... (LMs), including both decoder-only and encoder-decoder LMs, with various configurations on input...”
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Systematic input scheme of many-boson Hamiltonians with applications to the two-dimensional $ϕ^4$ theory di Du, Weijie, Vary, James P.

Sommario: “.... In our input scheme, we employ a set of quantum registers, where each register encodes the occupation...”
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TheGlueNote: Learned Representations for Robust and Flexible Note Alignment di Peter, Silvan David, Widmer, Gerhard

Sommario: “... symbolically encoded piece. Methods addressing this task commonly rely on sequence alignment algorithms...”
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Semi-supervised permutation invariant particle-level anomaly detection di Matos, Gabriel, Busch, Elena, Park, Ki Ryeong, Gonski, Julia

Sommario: “..., 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 di Cognetta, Marco, Okazaki, Naoaki

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

Sommario: “... 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 di Qi, Chenyang, Li, Huiping, Huang, Panfeng

Sommario: “...In recent years, meta-reinforcement learning (meta-RL) algorithm has been proposed to improve...”
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