Risultati della ricerca - (decoding OR coding) (Algorithmsssicics OR (algorithm OR (algorithm OR algorithm)))

Flexible framework for generating synthetic electrocardiograms and photoplethysmograms di Karhinoja, Katri, Vasankari, Antti, Sirkiä, Jukka-Pekka, Airola, Antti, Wong, David, Kaisti, Matti

Sommario: “... in signal segmentation, quality detection and bench-marking detection algorithms. The model code has been...”
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FineFACE: Fair Facial Attribute Classification Leveraging Fine-grained Features di Manzoor, Ayesha, Rattani, Ajita

Sommario: “... classification algorithms, particularly impacting women and individuals with darker skin tones. Existing bias...”
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BaseMirror: Automatic Reverse Engineering of Baseband Commands from Android's Radio Interface Layer di Li, Wenqiang, Wen, Haohuang, Lin, Zhiqiang

Sommario: “... in these basebands, posing serious security risks like remote code execution. Yet, effectively scrutinizing basebands...”
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Multi-V2X: A Large Scale Multi-modal Multi-penetration-rate Dataset for Cooperative Perception di Li, Rongsong, Pei, Xin

Sommario: “... achievements have been made in both datasets and algorithms. However, existing real-world datasets are limited...”
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Enhancing the Performance of Multi-Vehicle Navigation in Unstructured Environments using Hard Sample Mining di Ma, Yining, Li, Ang, Khan, Qadeer, Cremers, Daniel

Sommario: “... environments, these self-driving algorithms are expected to fail. This paper proposes a strategy...”
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A Multi-Modal Deep Learning Based Approach for House Price Prediction di Hasan, Md Hasebul, Jahan, Md Abid, Ali, Mohammed Eunus, Li, Yuan-Fang, Sellis, Timos

Sommario: “.... Despite numerous attempts utilizing a wide array of algorithms, including recent deep learning techniques...”
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Enhanced Generative Data Augmentation for Semantic Segmentation via Stronger Guidance di Che, Quang-Huy, Le, Duc-Tri, Pham, Bich-Nga, Lam, Duc-Khai, Nguyen, Vinh-Tiep

Sommario: “... the structure of segmentation-labeled classes. In addition, we implement a class balancing algorithm to ensure a...”
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Neural Laplacian Operator for 3D Point Clouds di Pang, Bo, Zheng, Zhongtian, Li, Yilong, Wang, Guoping, Wang, Peng-Shuai

Sommario: “... of Laplacian-based geometry processing algorithms directly to point clouds and achieve accurate results...”
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SurgPLAN++: Universal Surgical Phase Localization Network for Online and Offline Inference di Chen, Zhen, Luo, Xingjian, Wu, Jinlin, Bai, Long, Lei, Zhen, Ren, Hongliang, Ourselin, Sebastien, Liu, Hongbin

Sommario: “... clinical need for retrospective analysis, and existing online algorithms do not fully analyze the entire...”
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LoRKD: Low-Rank Knowledge Decomposition for Medical Foundation Models di Li, Haolin, Zhou, Yuhang, Zhao, Ziheng, Du, Siyuan, Yao, Jiangchao, Xie, Weidi, Zhang, Ya, Wang, Yanfeng

Sommario: “... significantly improves algorithm efficiency by achieving knowledge separation within a single forward...”
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DuoGNN: Topology-aware Graph Neural Network with Homophily and Heterophily Interaction-Decoupling di Mancini, K., Rekik, I.

Sommario: “... contributions introduce (i) a topological edge-filtering algorithm which extracts homophilic interactions...”
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Scaling Offline Model-Based RL via Jointly-Optimized World-Action Model Pretraining di Cheng, Jie, Qiao, Ruixi, Ma, Yingwei, Li, Binhua, Xiong, Gang, Miao, Qinghai, Li, Yongbin, Lv, Yisheng

Sommario: “.... Moreover, we propose a provably efficient and parallelizable planning algorithm to compensate for the Q...”
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Text Clustering as Classification with LLMs di Huang, Chen, He, Guoxiu

Sommario: “... for fine-tuning embedding models or intricate clustering algorithms. It comprises two key steps: first...”
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Leveraging Model Guidance to Extract Training Data from Personalized Diffusion Models di Wu, Xiaoyu, Zhang, Jiaru, Wu, Zhiwei Steven

Sommario: “... clustering algorithm to extract the most probable images from those generated using this extrapolated...”
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LLM-TOPLA: Efficient LLM Ensemble by Maximising Diversity di Tekin, Selim Furkan, Ilhan, Fatih, Huang, Tiansheng, Hu, Sihao, Liu, Ling

Sommario: “... pruning algorithm to select the top-k sub-ensembles from a pool of $N$ base LLMs. Our pruning method...”
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Bridging Local and Global Knowledge via Transformer in Board Games di Ju, Yan-Ru, Wu, Tai-Lin, Shih, Chung-Chin, Wu, Ti-Rong

Sommario: “... the way for more effective AlphaZero-based algorithms in board games. Our code is available at https...”
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Teddy: Efficient Large-Scale Dataset Distillation via Taylor-Approximated Matching di Yu, Ruonan, Liu, Songhua, Ye, Jingwen, Wang, Xinchao

Sommario: “.... Tackling this challenge, as defined, relies on a bi-level optimization algorithm: a novel model is trained...”
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Linguistically-Informed Multilingual Instruction Tuning: Is There an Optimal Set of Languages to Tune? di Soykan, Gürkan, Şahin, Gözde Gül

Sommario: “... algorithm to choose diverse languages and test their effectiveness on various benchmarks and open-ended...”
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Kinematical signatures: Distinguishing between warps and radial flows di Zuleta, A., Birnstiel, T., Teague, R.

Sommario: “... algorithm to account for the surface self-obscuration arising from the 3D to 2D projection...”
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Efficient Deep Learning Board: Training Feedback Is Not All You Need di Gong, Lina, Gao, Qi, Li, Peng, Wei, Mingqiang, Wu, Fei

Sommario: “... performance prediction model and comprehensive optimized component recommendation algorithm (i.e., α\b{eta}-BO...”
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