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8381
$\mathcal{B}$-Coder: Value-Based Deep Reinforcement Learning for Program Synthesis
Publicado 2023Tabla de Contenidos: “… of reinforcement learning (RL) in conjunction with large language models (LLMs), significantly enhancing code…”
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8382
RouteKG: A knowledge graph-based framework for route prediction on road networks
Publicado 2023Tabla de Contenidos: “… algorithm is introduced to efficiently generate top-K routes in batch mode, enhancing computational…”
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8383
On Generative Agents in Recommendation
Publicado 2023Tabla de Contenidos: “…-by-page manner, relying on a pre-implemented collaborative filtering-based recommendation algorithm. We…”
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8384
Large Language Model for Multi-objective Evolutionary Optimization
Publicado 2023Tabla de Contenidos: “…Multiobjective evolutionary algorithms (MOEAs) are major methods for solving multiobjective…”
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8385
Optimization-Free Test-Time Adaptation for Cross-Person Activity Recognition
Publicado 2023Tabla de Contenidos: “…-based TTA algorithms makes it intractable to run on resource-constrained edge devices. In this paper, we…”
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8386
GTP-ViT: Efficient Vision Transformers via Graph-based Token Propagation
Publicado 2023Tabla de Contenidos: “… efficiency and information preservation for efficient ViTs. Inspired by graph summarization algorithms, GTP…”
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8387
Privacy-Preserving Individual-Level COVID-19 Infection Prediction via Federated Graph Learning
Publicado 2023Tabla de Contenidos: “…-of-the-art algorithms and is able to protect user privacy against actual privacy attacks. Our code…”
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8388
BS-Diff: Effective Bone Suppression Using Conditional Diffusion Models from Chest X-Ray Images
Publicado 2023Tabla de Contenidos: “…-based image generation algorithms have been proposed. However, existing methods fall short in terms…”
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8389
Ultra-short-term multi-step wind speed prediction for wind farms based on adaptive noise reduction technology and temporal convolutional network
Publicado 2023Tabla de Contenidos: “… (TCN), and gated recurrent unit (GRU). Firstly, an adaptive data noise reduction algorithm P-SSA…”
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8390
Lookahead: An Inference Acceleration Framework for Large Language Model with Lossless Generation Accuracy
Publicado 2023Tabla de Contenidos: “… advantages: (1) it guarantees absolute correctness of the output, avoiding any approximation algorithms…”
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8391
Bayesian Inverse Transfer in Evolutionary Multiobjective Optimization
Publicado 2023Tabla de Contenidos: “… and Bayesian optimization algorithms. The source code of the invTrEMO is made available at https://github.com…”
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8392
NPHardEval: Dynamic Benchmark on Reasoning Ability of Large Language Models via Complexity Classes
Publicado 2023Tabla de Contenidos: “…. This benchmark is designed to evaluate the reasoning abilities of LLMs across a broad spectrum of 900 algorithmic…”
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8393
On the Nonsmooth Geometry and Neural Approximation of the Optimal Value Function of Infinite-Horizon Pendulum Swing-up
Publicado 2023Tabla de Contenidos: “… Hamilton-Jacobi-Bellman (HJB) equation residuals. Inspired by Holzhuter (2004), we then design an algorithm…”
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8394
ScatterFormer: Efficient Voxel Transformer with Scattered Linear Attention
Publicado 2024Tabla de Contenidos: “… and shared memory, we propose a chunk-wise algorithm that reduces the SLA module's latency to less than 1…”
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8395
Forensic Video Analytic Software
Publicado 2023Tabla de Contenidos: “… development both for real-time and postprocessing. For this CNN, GMM, multithreading and OpenCV C++ coding…”
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8396
Prompt-driven Latent Domain Generalization for Medical Image Classification
Publicado 2024Tabla de Contenidos: “… than conventional DG algorithms without relying on domain labels. Our code will be publicly available…”
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8397
Leveraging Machine Learning for Wi-Fi-based Environmental Continuous Two-Factor Authentication
Publicado 2024Tabla de Contenidos: “… entering a code or token during the authentication process. This can be burdensome and time-consuming…”
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8398
Machine Perceptual Quality: Evaluating the Impact of Severe Lossy Compression on Audio and Image Models
Publicado 2024Tabla de Contenidos: “…In the field of neural data compression, the prevailing focus has been on optimizing algorithms…”
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8399
Evolutionary Computation in the Era of Large Language Model: Survey and Roadmap
Publicado 2024Tabla de Contenidos: “… intelligence. The interplay between LLMs and evolutionary algorithms (EAs), despite differing in objectives…”
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8400
NWPU-MOC: A Benchmark for Fine-grained Multi-category Object Counting in Aerial Images
Publicado 2024Tabla de Contenidos: “… state-of-the-art performance compared with some mainstream counting algorithms. The dataset, code…”
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