Risultati della ricerca - (coding OR Decoding) (algorithmics OR (algorithmics OR (algorithm OR algorithmssssics)))

Natural Language Fine-Tuning di Liu, Jia, Wang, Yue, Lin, Zhiqi, Chen, Min, Hao, Yixue, Hu, Long

Sommario: “... reinforcement fine-tuning algorithms in accuracy, time-saving, and resource conservation. Additionally...”
Testo

SEDD: Scalable and Efficient Dataset Deduplication with GPUs di Son, Youngjun, Kim, Chaewon, Lee, Jaejin

Sommario: “... is the MinHash Locality-Sensitive Hashing (LSH) algorithm. Recently, GPU-accelerated frameworks such as NVIDIA...”
Testo

Fast and Accurate Identification of Hardware Trojan Locations in Gate-Level Netlist using Nearest Neighbour Approach integrated with Machine Learning Technique di Chattopadhyay, Anindita, Bisariya, Siddharth, Sutrakar, Vijay Kumar

Sommario: “.... By focusing on path retrace algorithms. The methodology is validated across three distinct cases, each...”
Testo

Pre-Equalization Aided Grant-Free Massive Access in Massive MIMO System di Wang, Yueqing, Mei, Yikun, Gao, Zhen, Wan, Ziwei, Ning, Boyu, Mi, De, Muhaidat, Sami

Sommario: “... iterative detection algorithm, which consists of three modules: coarse data detection (DD), data-aided...”
Testo

Architecture-Aware Minimization (A$^2$M): How to Find Flat Minima in Neural Architecture Search di Gambella, Matteo, Pittorino, Fabrizio, Roveri, Manuel

Sommario: “... novel analytically derived algorithmic framework that explicitly biases, for the first time...”
Testo

HybriMoE: Hybrid CPU-GPU Scheduling and Cache Management for Efficient MoE Inference di Zhong, Shuzhang, Sun, Yanfan, Liang, Ling, Wang, Runsheng, Huang, Ru, Li, Meng

Sommario: “... prefetching algorithm, and (iii) a score-based caching algorithm to mitigate expert activation instability. We...”
Testo

Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model? di Yue, Yang, Chen, Zhiqi, Lu, Rui, Zhao, Andrew, Wang, Zhaokai, Yue, Yang, Song, Shiji, Huang, Gao

Sommario: “... algorithms, and math, coding, and visual reasoning benchmarks, using pass@k at large k values...”
Testo

Adversarial Attack for RGB-Event based Visual Object Tracking di Chen, Qiang, Wang, Xiao, Wang, Haowen, Jiang, Bo, Zhu, Lin, Zhang, Dawei, Tian, Yonghong, Tang, Jin

Sommario: “... stream tracking algorithms, yet research in this area remains relatively scarce. To bridge this gap...”
Testo

Transforming faces into video stories -- VideoFace2.0 di Brkljač, Branko, Kalušev, Vladimir, Popović, Branislav, Sečujski, Milan

Sommario: “... applicability of the proposed face ReID algorithm that is combining the concepts of face detection, face...”
Testo

Dynamic Graph-based Fingerprinting of In-browser Cryptomining di Sermchaiwong, Tanapoom, Shen, Jiasi

Sommario: “..., and due to the limited variety of cryptomining scripts in the wild, standard code obfuscation methods...”
Testo

Multiple Weaks Win Single Strong: Large Language Models Ensemble Weak Reinforcement Learning Agents into a Supreme One di Song, Yiwen, Hao, Qianyue, Liao, Qingmin, Yuan, Jian, Li, Yong

Sommario: “... requiring careful tuning, such as algorithm selection, hyperparameter settings, and even random seed choices...”
Testo

ALLSTaR: Automated LLM-Driven Scheduler Generation and Testing for Intent-Based RAN di Elkael, Maxime, Polese, Michele, Prasad, Reshma, Maxenti, Stefano, Melodia, Tommaso

Sommario: “... conditions and traffic patterns. Despite the existence of a vast body of scheduling algorithms...”
Testo

Optimizing Methane Detection On Board Satellites: Speed, Accuracy, and Low-Power Solutions for Resource-Constrained Hardware di Herec, Jonáš, Růžička, Vít, Pitoňák, Rado

Sommario: “... by focusing on efficient, low-power algorithms. We test fast target detection methods (ACE, CEM) that have...”
Testo

I2I-PR: Deep Iterative Refinement for Phase Retrieval using Image-to-Image Diffusion Models di Kaya, Mehmet Onurcan, Oktem, Figen S.

Sommario: “... there are several well-known phase retrieval algorithms, including classical alternating projection-based solvers...”
Testo

Text-ADBench: Text Anomaly Detection Benchmark based on LLMs Embedding di Xiao, Feng, Fan, Jicong

Sommario: “.... Despite significant advances in large language models (LLMs) and anomaly detection algorithms, the absence...”
Testo

When Person Re-Identification Meets Event Camera: A Benchmark Dataset and An Attribute-guided Re-Identification Framework di Wang, Xiao, Zhu, Qian, Wu, Shujuan, Jiang, Bo, Zhang, Shiliang

Sommario: “... attracted significant attention. Currently, mainstream event-based person ReID algorithms primarily focus...”
Testo

Perspective from a Higher Dimension: Can 3D Geometric Priors Help Visual Floorplan Localization? di Chen, Bolei, Kang, Jiaxu, Yang, Haonan, Zhong, Ping, Wang, Jianxin

Sommario: “... from a higher dimension by injecting 3D geometric priors into the visual FLoc algorithm. For the 3D...”
Testo

SynPAIN: A Synthetic Dataset of Pain and Non-Pain Facial Expressions di Taati, Babak, Muzammil, Muhammad, Zarghami, Yasamin, Moturu, Abhishek, Kazerouni, Amirhossein, Reimer, Hailey, Mihailidis, Alex, Hadjistavropoulos, Thomas

Sommario: “... for measuring and mitigating algorithmic bias. The dataset, code, and trained models is available at https...”
Testo

\(X\)-evolve: Solution space evolution powered by large language models di Zhai, Yi, Wei, Zhiqiang, Li, Ruohan, Pan, Keyu, Liu, Shuo, Zhang, Lu, Ji, Jianmin, Zhang, Wuyang, Zhang, Yu, Zhang, Yanyong

Sommario: “...While combining large language models (LLMs) with evolutionary algorithms (EAs) shows promise...”
Testo

Inference-Time Alignment Control for Diffusion Models with Reinforcement Learning Guidance di Jin, Luozhijie, Qiu, Zijie, Liu, Jie, Diao, Zijie, Qiao, Lifeng, Ding, Ning, Lamb, Alex, Qiu, Xipeng

Sommario: “...Denoising-based generative models, particularly diffusion and flow matching algorithms, have...”
Testo