Risultati della ricerca - (endedededecoding OR (coding OR decoding)) (algorithm OR Algorithmsssssic)

Evolutionary Computation in the Era of Large Language Model: Survey and Roadmap di Wu, Xingyu, Wu, Sheng-hao, Wu, Jibin, Feng, Liang, Tan, Kay Chen

Sommario: “... intelligence. The interplay between LLMs and evolutionary algorithms (EAs), despite differing in objectives...”
Testo

NWPU-MOC: A Benchmark for Fine-grained Multi-category Object Counting in Aerial Images di Gao, Junyu, Zhao, Liangliang, Li, Xuelong

Sommario: “... state-of-the-art performance compared with some mainstream counting algorithms. The dataset, code...”
Testo

Communication-Efficient Multimodal Federated Learning: Joint Modality and Client Selection di Yuan, Liangqi, Han, Dong-Jun, Wang, Su, Upadhyay, Devesh, Brinton, Christopher G.

Sommario: “.... Building on this decoupled design, our joint selection algorithm incorporates two main components: (a) A...”
Testo

Integrating Large Language Models in Causal Discovery: A Statistical Causal Approach di Takayama, Masayuki, Okuda, Tadahisa, Pham, Thong, Ikenoue, Tatsuyoshi, Fukuma, Shingo, Shimizu, Shohei, Sannai, Akiyoshi

Sommario: “... into the algorithm is important for reasonable causal models reflecting the broad knowledge of domain experts...”
Testo

PowerGraph: A power grid benchmark dataset for graph neural networks di Varbella, Anna, Amara, Kenza, Gjorgiev, Blazhe, El-Assady, Mennatallah, Sansavini, Giovanni

Sommario: “... challenges for the decision-makers and system operators. Therefore, developing grid analysis algorithms...”
Testo

MMAUD: A Comprehensive Multi-Modal Anti-UAV Dataset for Modern Miniature Drone Threats di Yuan, Shenghai, Yang, Yizhuo, Nguyen, Thien Hoang, Nguyen, Thien-Minh, Yang, Jianfei, Liu, Fen, Li, Jianping, Wang, Han, Xie, Lihua

Sommario: “... refinement of algorithms and models, which has never been seen in other datasets. Most existing works do...”
Testo

Large Language Model-driven Meta-structure Discovery in Heterogeneous Information Network di Chen, Lin, Xu, Fengli, Li, Nian, Han, Zhenyu, Wang, Meng, Li, Yong, Hui, Pan

Sommario: “... for scaling up, drawing wide research attention towards developing automatic search algorithms. Previous...”
Testo

MapTrack: Tracking in the Map di Wang, Fei, Zhang, Ruohui, Chen, Chenglin, Yang, Min, Bai, Yun

Sommario: “... propose a new framework comprising of three lightweight and plug-and-play algorithms: the probability map...”
Testo

MerRec: A Large-scale Multipurpose Mercari Dataset for Consumer-to-Consumer Recommendation Systems di Li, Lichi, Din, Zainul Abi, Tan, Zhen, London, Sam, Chen, Tianlong, Daptardar, Ajay

Sommario: “... recommendation algorithms in real-world scenarios, bridging the gap between academia and industry and propelling...”
Testo

NeRF-Det++: Incorporating Semantic Cues and Perspective-aware Depth Supervision for Indoor Multi-View 3D Detection di Huang, Chenxi, Hou, Yuenan, Ye, Weicai, Huang, Di, Huang, Xiaoshui, Lin, Binbin, Cai, Deng, Ouyang, Wanli

Sommario: “... algorithm, NeRF-Det++, has exhibited appealing performance in the ScanNetV2 and ARKITScenes datasets...”
Testo

Low-Rank Representations Meets Deep Unfolding: A Generalized and Interpretable Network for Hyperspectral Anomaly Detection di Li, Chenyu, Zhang, Bing, Hong, Danfeng, Yao, Jing, Chanussot, Jocelyn

Sommario: “... datasets for improving the robustness of the HAD algorithm in complex scenarios, AIR-HAD for short...”
Testo

Towards Optimal Customized Architecture for Heterogeneous Federated Learning with Contrastive Cloud-Edge Model Decoupling di Chen, Xingyan, Du, Tian, Wang, Mu, Gu, Tiancheng, Zhao, Yu, Kou, Gang, Xu, Changqiao, Wu, Dapeng Oliver

Sommario: “.... Additionally, a weighted global aggregation algorithm is proposed based on the selected personalized layer...”
Testo

Active Generalized Category Discovery di Ma, Shijie, Zhu, Fei, Zhong, Zhun, Zhang, Xu-Yao, Liu, Cheng-Lin

Sommario: “... to subsequent training. To overcome this issue, we further propose a stable label mapping algorithm...”
Testo

Challenging Forgets: Unveiling the Worst-Case Forget Sets in Machine Unlearning di Fan, Chongyu, Liu, Jiancheng, Hero, Alfred, Liu, Sijia

Sommario: “... of MU in practice, guiding the future development of more accurate and robust unlearning algorithms...”
Testo

SD-Net: Symmetric-Aware Keypoint Prediction and Domain Adaptation for 6D Pose Estimation In Bin-picking Scenarios di Huang, Ding-Tao, Lin, En-Te, Chen, Lipeng, Liu, Li-Fu, Zeng, Long

Sommario: “... keypoints even in highly occluded scenes. Additionally, we build an effective filtering algorithm...”
Testo

Selective Hourglass Mapping for Universal Image Restoration Based on Diffusion Model di Zheng, Dian, Wu, Xiao-Ming, Yang, Shuzhou, Zhang, Jian, Hu, Jian-Fang, Zheng, Wei-Shi

Sommario: “... flexible shared distribution term (SDT) into the diffusion algorithm elegantly and naturally, which...”
Testo

CollagePrompt: A Benchmark for Budget-Friendly Visual Recognition with GPT-4V di Xu, Siyu, Wang, Yunke, Liu, Daochang, Du, Bo, Xu, Chang

Sommario: “... recognition with GPT-4V. A baseline method derived from genetic algorithms to optimize collage layouts...”
Testo

AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation di Cui, Yuning, Zamir, Syed Waqas, Khan, Salman, Knoll, Alois, Shah, Mubarak, Khan, Fahad Shahbaz

Sommario: “... algorithms have garnered significant attention by addressing different types of degradations within a single...”
Testo

AutoRE: Document-Level Relation Extraction with Large Language Models di Xue, Lilong, Zhang, Dan, Dong, Yuxiao, Tang, Jie

Sommario: “... an easily extensible RE framework using a Parameters Efficient Fine Tuning (PEFT) algorithm (QLoRA). Our...”
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An LLM-Based Digital Twin for Optimizing Human-in-the Loop Systems di Yang, Hanqing, Siew, Marie, Joe-Wong, Carlee

Sommario: “... are integrated into an agent-in-the-loop based reinforcement learning algorithm AitL-RL, which employs the LLM...”
Testo