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

MultiOOD: Scaling Out-of-Distribution Detection for Multiple Modalities di Dong, Hao, Zhao, Yue, Chatzi, Eleni, Fink, Olga

Sommario: “... detection algorithms by a large margin. Our source code and MultiOOD benchmark are available at https...”
Testo

Tleco: A Toolkit for Modeling Radiative Signatures from Relativistic Outflows di Davis, Zachary, Rueda-Becerril, Jesús M., Giannios, Dimitrios

Sommario: “... programming language and wrapped into a Python library, \texttt{Tleco} offers efficient algorithms...”
Testo

Unpacking DPO and PPO: Disentangling Best Practices for Learning from Preference Feedback di Ivison, Hamish, Wang, Yizhong, Liu, Jiacheng, Wu, Zeqiu, Pyatkin, Valentina, Lambert, Nathan, Smith, Noah A., Choi, Yejin, Hajishirzi, Hannaneh

Sommario: “...-based learning is applied varies wildly, with differing data, learning algorithms, and evaluations used...”
Testo

Decouple then Converge: Handling Unknown Unlabeled Distributions in Long-Tailed Semi-Supervised Learning di Gan, Kai, Wei, Tong, Zhang, Min-Ling

Sommario: “...-world classification tasks, existing LTSSL algorithms typically assume that labeled and unlabeled data...”
Testo

Residual-MPPI: Online Policy Customization for Continuous Control di Wang, Pengcheng, Li, Chenran, Weaver, Catherine, Kawamoto, Kenta, Tomizuka, Masayoshi, Tang, Chen, Zhan, Wei

Sommario: “... and access to the original training metrics and parameters. In contrast, an online planning algorithm...”
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SOAP-RL: Sequential Option Advantage Propagation for Reinforcement Learning in POMDP Environments di Ishida, Shu, Henriques, João F.

Sommario: “...This work compares ways of extending Reinforcement Learning algorithms to Partially Observed Markov...”
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Accelerating Spectral Clustering on Quantum and Analog Platforms di Xu, Xingzi, Sahai, Tuhin

Sommario: “...We introduce a novel hybrid quantum-analog algorithm to perform graph clustering that exploits...”
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Behavior Pattern Mining-based Multi-Behavior Recommendation di Li, Haojie, Cheng, Zhiyong, Yu, Xu, Liu, Jinhuan, Liu, Guanfeng, Du, Junwei

Sommario: “... algorithms, showing an average improvement of 268.29% in Recall@10 and 248.02% in NDCG@10 metrics. The code...”
Testo

Simultaneous Sensing Data Acquisition and Sharing in Low-Altitude Wireless Networks: Fundamental Limits and Optimal Signaling di Dong, Fuwang, Liu, Fan, Xiong, Yifeng, Cui, Yuanhao, Wang, Wei, Jin, Shi

Sommario: “... for the SDAS systems. The proposed MSST elucidates the relationship between achievable distortion, coding rate...”
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FedModule: A Modular Federated Learning Framework di Chen, Chuyi, Zhang, Zhe, Zhao, Yanchao

Sommario: “... benchmarks for complex experimental scenarios. FedModule adheres to the "one code, all scenarios" principle...”
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Tracking Everything in Robotic-Assisted Surgery di Zhan, Bohan, Zhao, Wang, Fang, Yi, Du, Bo, Vasconcelos, Francisco, Stoyanov, Danail, Elson, Daniel S., Huang, Baoru

Sommario: “... (TAP) algorithm was proposed to overcome these limitations and achieve dense accurate long-term...”
Testo

CXPMRG-Bench: Pre-training and Benchmarking for X-ray Medical Report Generation on CheXpert Plus Dataset di Wang, Xiao, Wang, Fuling, Li, Yuehang, Ma, Qingchuan, Wang, Shiao, Jiang, Bo, Li, Chuanfu, Tang, Jin

Sommario: “..., the recently released CheXpert Plus dataset lacks comparative evaluation algorithms and their results...”
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Estimating Exoplanet Mass using Machine Learning on Incomplete Datasets di Lalande, Florian, Tasker, Elizabeth, Doya, Kenji

Sommario: “... machine learning algorithms that can utilize multidimensional incomplete datasets to estimate missing...”
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MambaSCI: Efficient Mamba-UNet for Quad-Bayer Patterned Video Snapshot Compressive Imaging di Pan, Zhenghao, Zeng, Haijin, Cao, Jiezhang, Chen, Yongyong, Zhang, Kai, Xu, Yong

Sommario: “... algorithms are designed based on the traditional Bayer pattern. When applied to videos captured by quad-Bayer...”
Testo

EEG-DIF: Early Warning of Epileptic Seizures through Generative Diffusion Model-based Multi-channel EEG Signals Forecasting di Jiang, Zekun, Dai, Wei, Wei, Qu, Qin, Ziyuan, Li, Kang, Zhang, Le

Sommario: “... such as epilepsy. Currently, various EEG diagnostic algorithms based on deep learning have been developed. However...”
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CovFUZZ: Coverage-based fuzzer for 4G&5G protocols di Siroš, Ilja, Singelée, Dave, Preneel, Bart

Sommario: “... layers except the physical layer. To guide the fuzzing process, we introduce a novel algorithm...”
Testo

GS2Pose: Two-stage 6D Object Pose Estimation Guided by Gaussian Splatting di Mei, Jilan, Li, Junbo, Meng, Cai

Sommario: “... with similar algorithms, yielding highly competitive results. The code for GS2Pose will soon be released...”
Testo

BASSET: Bandpass-Adaptive Single-pulse SEarch Toolkit -- Optimized Sub-Band Pulse Search Strategies for Faint Narrow-Band FRBs di Cao, J. -H., Wang, P., Li, D., Pan, Q. -H., Mao, K., Niu, C. -H., Zhang, Y. -K., Qu, Q. -Y., Lu, W. -J., Zhang, J. -S., Zhu, Y. -H., Wang, Y. -D., Chen, H. -X., Chen, X. -L., Gügercinoğlu, E., Fang, J. -H., Feng, Y., Gao, H., Huang, Y. -F., Li, J., Miao, C. -C., Tsai, C. -W., Yao, J. -M., You, S. -P., Zhao, R. -S., Liu, Q. -Z., Weng, S. -M., Yew, S. -H., Zhang, J., Zhang, L., Zhou, D. -K., Zhu, W. -W.

Sommario: “...The existing single-pulse search algorithms for fast radio bursts (FRBs) do not adequately consider...”
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A Framework for Fractional Matrix Programming Problems with Applications in FBL MU-MIMO di Soleymani, Mohammad, Jorswieck, Eduard, Schober, Robert, Hanzo, Lajos

Sommario: “... Dinkelbach-based algorithms. Specifically, the generalized Dinkelbach algorithm can only solve multiple-ratio...”
Testo

CriticalKV: Optimizing KV Cache Eviction from an Output Perturbation Perspective di Feng, Yuan, Lv, Junlin, Guo, Haoyu, Cao, Yukun, Zhou, S Kevin, Xie, Xike

Sommario: “... perturbation-constrained selection algorithm that optimizes the worst-case output perturbation to identify...”
Testo