Suchergebnisse - coding (algorithm OR (algorithmics OR algorithmicsics))

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

Inhaltsangabe: “… -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 von Gan, Kai, Wei, Tong, Zhang, Min-Ling

Inhaltsangabe: “… -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 von Wang, Pengcheng, Li, Chenran, Weaver, Catherine, Kawamoto, Kenta, Tomizuka, Masayoshi, Tang, Chen, Zhan, Wei

Inhaltsangabe: “… 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 von Ishida, Shu, Henriques, João F.

Inhaltsangabe: “… 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 von Xu, Xingzi, Sahai, Tuhin

Inhaltsangabe: “… 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 von Li, Haojie, Cheng, Zhiyong, Yu, Xu, Liu, Jinhuan, Liu, Guanfeng, Du, Junwei

Inhaltsangabe: “… 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 von Dong, Fuwang, Liu, Fan, Xiong, Yifeng, Cui, Yuanhao, Wang, Wei, Jin, Shi

Inhaltsangabe: “… 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 von Chen, Chuyi, Zhang, Zhe, Zhao, Yanchao

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

Inhaltsangabe: “… (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 von Wang, Xiao, Wang, Fuling, Li, Yuehang, Ma, Qingchuan, Wang, Shiao, Jiang, Bo, Li, Chuanfu, Tang, Jin

Inhaltsangabe: “… , 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 von Lalande, Florian, Tasker, Elizabeth, Doya, Kenji

Inhaltsangabe: “… 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 von Pan, Zhenghao, Zeng, Haijin, Cao, Jiezhang, Chen, Yongyong, Zhang, Kai, Xu, Yong

Inhaltsangabe: “… 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 von Jiang, Zekun, Dai, Wei, Wei, Qu, Qin, Ziyuan, Li, Kang, Zhang, Le

Inhaltsangabe: “… 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 von Siroš, Ilja, Singelée, Dave, Preneel, Bart

Inhaltsangabe: “… 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 von Mei, Jilan, Li, Junbo, Meng, Cai

Inhaltsangabe: “… 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 von 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.

Inhaltsangabe: “… 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 von Soleymani, Mohammad, Jorswieck, Eduard, Schober, Robert, Hanzo, Lajos

Inhaltsangabe: “… 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 von Feng, Yuan, Lv, Junlin, Guo, Haoyu, Cao, Yukun, Zhou, S Kevin, Xie, Xike

Inhaltsangabe: “… perturbation-constrained selection algorithm that optimizes the worst-case output perturbation to identify …”
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EventSTR: A Benchmark Dataset and Baselines for Event Stream based Scene Text Recognition von Wang, Xiao, Jiang, Jingtao, Li, Dong, Wang, Futian, Zhu, Lin, Wang, Yaowei, Tian, Yongyong, Tang, Jin

Inhaltsangabe: “… Mainstream Scene Text Recognition (STR) algorithms are developed based on RGB cameras which …”
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An SMT Formalization of Mixed-Precision Matrix Multiplication: Modeling Three Generations of Tensor Cores von Valpey, Benjamin, Li, Xinyi, Pai, Sreepathi, Gopalakrishnan, Ganesh

Inhaltsangabe: “… , or for algorithm designers to be confident in their code. To address these gaps, prior studies have probed …”
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