Résultats de la recherche - coding ((algorithmics OR (algorithm OR (algorithmssic OR algorithmsssic))) OR algorithmics)

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

Table des matières: “… detection algorithms by a large margin. Our source code and MultiOOD benchmark are available at https…”
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Tleco: A Toolkit for Modeling Radiative Signatures from Relativistic Outflows par Davis, Zachary, Rueda-Becerril, Jesús M., Giannios, Dimitrios

Table des matières: “… programming language and wrapped into a Python library, \texttt{Tleco} offers efficient algorithms…”
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Unpacking DPO and PPO: Disentangling Best Practices for Learning from Preference Feedback par Ivison, Hamish, Wang, Yizhong, Liu, Jiacheng, Wu, Zeqiu, Pyatkin, Valentina, Lambert, Nathan, Smith, Noah A., Choi, Yejin, Hajishirzi, Hannaneh

Table des matières: “…-based learning is applied varies wildly, with differing data, learning algorithms, and evaluations used…”
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Decouple then Converge: Handling Unknown Unlabeled Distributions in Long-Tailed Semi-Supervised Learning par Gan, Kai, Wei, Tong, Zhang, Min-Ling

Table des matières: “…-world classification tasks, existing LTSSL algorithms typically assume that labeled and unlabeled data…”
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Residual-MPPI: Online Policy Customization for Continuous Control par Wang, Pengcheng, Li, Chenran, Weaver, Catherine, Kawamoto, Kenta, Tomizuka, Masayoshi, Tang, Chen, Zhan, Wei

Table des matières: “… 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 par Ishida, Shu, Henriques, João F.

Table des matières: “…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 par Xu, Xingzi, Sahai, Tuhin

Table des matières: “…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 par Li, Haojie, Cheng, Zhiyong, Yu, Xu, Liu, Jinhuan, Liu, Guanfeng, Du, Junwei

Table des matières: “… algorithms, showing an average improvement of 268.29% in Recall@10 and 248.02% in NDCG@10 metrics. The code…”
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Simultaneous Sensing Data Acquisition and Sharing in Low-Altitude Wireless Networks: Fundamental Limits and Optimal Signaling par Dong, Fuwang, Liu, Fan, Xiong, Yifeng, Cui, Yuanhao, Wang, Wei, Jin, Shi

Table des matières: “… 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 par Chen, Chuyi, Zhang, Zhe, Zhao, Yanchao

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

Table des matières: “… (TAP) algorithm was proposed to overcome these limitations and achieve dense accurate long-term…”
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CXPMRG-Bench: Pre-training and Benchmarking for X-ray Medical Report Generation on CheXpert Plus Dataset par Wang, Xiao, Wang, Fuling, Li, Yuehang, Ma, Qingchuan, Wang, Shiao, Jiang, Bo, Li, Chuanfu, Tang, Jin

Table des matières: “…, 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 par Lalande, Florian, Tasker, Elizabeth, Doya, Kenji

Table des matières: “… 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 par Pan, Zhenghao, Zeng, Haijin, Cao, Jiezhang, Chen, Yongyong, Zhang, Kai, Xu, Yong

Table des matières: “… algorithms are designed based on the traditional Bayer pattern. When applied to videos captured by quad-Bayer…”
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EEG-DIF: Early Warning of Epileptic Seizures through Generative Diffusion Model-based Multi-channel EEG Signals Forecasting par Jiang, Zekun, Dai, Wei, Wei, Qu, Qin, Ziyuan, Li, Kang, Zhang, Le

Table des matières: “… 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 par Siroš, Ilja, Singelée, Dave, Preneel, Bart

Table des matières: “… layers except the physical layer. To guide the fuzzing process, we introduce a novel algorithm…”
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GS2Pose: Two-stage 6D Object Pose Estimation Guided by Gaussian Splatting par Mei, Jilan, Li, Junbo, Meng, Cai

Table des matières: “… with similar algorithms, yielding highly competitive results. The code for GS2Pose will soon be released…”
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BASSET: Bandpass-Adaptive Single-pulse SEarch Toolkit -- Optimized Sub-Band Pulse Search Strategies for Faint Narrow-Band FRBs par 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.

Table des matières: “…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 par Soleymani, Mohammad, Jorswieck, Eduard, Schober, Robert, Hanzo, Lajos

Table des matières: “… Dinkelbach-based algorithms. Specifically, the generalized Dinkelbach algorithm can only solve multiple-ratio…”
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CriticalKV: Optimizing KV Cache Eviction from an Output Perturbation Perspective par Feng, Yuan, Lv, Junlin, Guo, Haoyu, Cao, Yukun, Zhou, S Kevin, Xie, Xike

Table des matières: “… perturbation-constrained selection algorithm that optimizes the worst-case output perturbation to identify…”
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