Risultati della ricerca - coding ((algorithmics OR (algorithm OR algorithm)) OR (algorithm OR Algorithmssics))

Leveraging Gradients for Unsupervised Accuracy Estimation under Distribution Shift di Xie, Renchunzi, Odonnat, Ambroise, Feofanov, Vasilii, Redko, Ievgen, Zhang, Jianfeng, An, Bo

Sommario: “... of machine learning algorithms in the wild. Existing works mostly rely on information from either the outputs...”
Testo

Event-Based Visual Odometry on Non-Holonomic Ground Vehicles di Xu, Wanting, Zhang, Si'ao, Cui, Li, Peng, Xin, Kneip, Laurent

Sommario: “... simulated and real data, our algorithm achieves accurate and robust estimates of the vehicle's instantaneous...”
Testo

Uncertainty-aware Bridge based Mobile-Former Network for Event-based Pattern Recognition di Yang, Haoxiang, Yuan, Chengguo, Zhu, Yabin, Chen, Lan, Wang, Xiao, Wang, Futian

Sommario: “...The mainstream human activity recognition (HAR) algorithms are developed based on RGB cameras...”
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Contrastive Diffuser: Planning Towards High Return States via Contrastive Learning di Shan, Yixiang, Zhu, Zhengbang, Long, Ting, Liang, Qifan, Chang, Yi, Zhang, Weinan, Yin, Liang

Sommario: “... algorithms. Specifically, CDiffuser groups the states of trajectories in the offline dataset into high-return...”
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Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models di Hu, Zhiyuan, Liu, Chumin, Feng, Xidong, Zhao, Yilun, Ng, See-Kiong, Luu, Anh Tuan, He, Junxian, Koh, Pang Wei, Hooi, Bryan

Sommario: “... of Thoughts (UoT), an algorithm to augment large language models with the ability to actively seek information...”
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Gaussian Ensemble Belief Propagation for Efficient Inference in High-Dimensional Systems di MacKinlay, Dan, Tsuchida, Russell, Pagendam, Dan, Kuhnert, Petra

Sommario: “... introduce the Gaussian Ensemble Belief Propagation (GEnBP) algorithm, which combines the strengths...”
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PointMamba: A Simple State Space Model for Point Cloud Analysis di Liang, Dingkang, Zhou, Xin, Xu, Wei, Zhu, Xingkui, Zou, Zhikang, Ye, Xiaoqing, Tan, Xiao, Bai, Xiang

Sommario: “... analysis tasks. Unlike traditional Transformers, PointMamba employs a linear complexity algorithm...”
Testo

SDDGR: Stable Diffusion-based Deep Generative Replay for Class Incremental Object Detection di Kim, Junsu, Cho, Hoseong, Kim, Jihyeon, Tiruneh, Yihalem Yimolal, Baek, Seungryul

Sommario: “... algorithms, achieving a new state-of-the-art in various CIOD scenarios. The source code will be made...”
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Bit Rate Matching Algorithm Optimization in JPEG-AI Verification Model di Jia, Panqi, Koyuncu, A. Burakhan, Mao, Jue, Cui, Ze, Ma, Yi, Guo, Tiansheng, Solovyev, Timofey, Karabutov, Alexander, Zhao, Yin, Wang, Jing, Alshina, Elena, Kaup, Andre

Sommario: “... faster coding speed on parallel devices over their classical counterparts. Those properties evoked...”
Testo

Belief-Enriched Pessimistic Q-Learning against Adversarial State Perturbations di Sun, Xiaolin, Zheng, Zizhan

Sommario: “... algorithm for deriving a pessimistic policy to safeguard against an agent's uncertainty about true states...”
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MambaLithium: Selective state space model for remaining-useful-life, state-of-health, and state-of-charge estimation of lithium-ion batteries di Shi, Zhuangwei

Sommario: “... of these critical battery states. Leveraging Mamba algorithms, MambaLithium adeptly captures the intricate aging...”
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uniGradICON: A Foundation Model for Medical Image Registration di Tian, Lin, Greer, Hastings, Kwitt, Roland, Vialard, Francois-Xavier, Estepar, Raul San Jose, Bouix, Sylvain, Rushmore, Richard, Niethammer, Marc

Sommario: “... of learning-based registration algorithms with the generic applicability of conventional non-deep-learning...”
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Local Vertex Colouring Graph Neural Networks di Li, Shouheng, Kim, Dongwoo, Wang, Qing

Sommario: “... scheme and demonstrate that classical search algorithms can efficiently compute graph representations...”
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Speeding up 6-DoF Grasp Sampling with Quality-Diversity di Huber, Johann, Hélénon, François, Kappel, Mathilde, Chelly, Elie, Khoramshahi, Mahdi, Amar, Faïz Ben, Doncieux, Stéphane

Sommario: “..., as this skill is required to complete many manipulation tasks. Quality-Diversity (QD) algorithms optimize a set...”
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iCONTRA: Toward Thematic Collection Design Via Interactive Concept Transfer di Vo, Dinh-Khoi, Ly, Duy-Nam, Le, Khanh-Duy, Nguyen, Tam V., Tran, Minh-Triet, Le, Trung-Nghia

Sommario: “... collections. We also propose a zero-shot image editing algorithm, eliminating the need for fine-tuning models...”
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E2E-MFD: Towards End-to-End Synchronous Multimodal Fusion Detection di Zhang, Jiaqing, Cao, Mingxiang, Xie, Weiying, Lei, Jie, Li, Daixun, Huang, Wenbo, Li, Yunsong, Yang, Xue

Sommario: “... algorithm for multimodal fusion detection. E2E-MFD streamlines the process, achieving high performance...”
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MIMO Channel as a Neural Function: Implicit Neural Representations for Extreme CSI Compression in Massive MIMO Systems di Wu, Haotian, Zhang, Maojun, Shao, Yulin, Mikolajczyk, Krystian, Gündüz, Deniz

Sommario: “... matrix derived through a meta-learning algorithm. Modulations are then applied to a shared base network...”
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An Experimentally Validated Feasible Quantum Protocol for Identity-Based Signature with Application to Secure Email Communication di Mohanty, Tapaswini, Srivastava, Vikas, Debnath, Sumit Kumar, Roy, Debasish, Sakurai, Kouichi, Mukhopadhyay, Sourav

Sommario: “... in the quantum realm. Thus, designing IBS algorithms that can withstand quantum attacks and ensure long-term...”
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MuxServe: Flexible Spatial-Temporal Multiplexing for Multiple LLM Serving di Duan, Jiangfei, Lu, Runyu, Duanmu, Haojie, Li, Xiuhong, Zhang, Xingcheng, Lin, Dahua, Stoica, Ion, Zhang, Hao

Sommario: “... problem, and proposes a novel placement algorithm and adaptive batch scheduling strategy to identify...”
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Active Test-Time Adaptation: Theoretical Analyses and An Algorithm di Gui, Shurui, Li, Xiner, Ji, Shuiwang

Sommario: “... algorithm, known as SimATTA, using real-time sample selection techniques. Extensive experimental results...”
Testo