Search Results - coding (algorithm OR (algorithmics OR Algorithmsssics))

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

Table of Contents: “…-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 by Gan, Kai, Wei, Tong, Zhang, Min-Ling

Table of Contents: “…-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 by Wang, Pengcheng, Li, Chenran, Weaver, Catherine, Kawamoto, Kenta, Tomizuka, Masayoshi, Tang, Chen, Zhan, Wei

Table of Contents: “… 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 by Ishida, Shu, Henriques, João F.

Table of Contents: “…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 by Xu, Xingzi, Sahai, Tuhin

Table of Contents: “…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 by Li, Haojie, Cheng, Zhiyong, Yu, Xu, Liu, Jinhuan, Liu, Guanfeng, Du, Junwei

Table of Contents: “… 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 by Dong, Fuwang, Liu, Fan, Xiong, Yifeng, Cui, Yuanhao, Wang, Wei, Jin, Shi

Table of Contents: “… 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 by Chen, Chuyi, Zhang, Zhe, Zhao, Yanchao

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

Table of Contents: “… (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 by Wang, Xiao, Wang, Fuling, Li, Yuehang, Ma, Qingchuan, Wang, Shiao, Jiang, Bo, Li, Chuanfu, Tang, Jin

Table of Contents: “…, 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 by Lalande, Florian, Tasker, Elizabeth, Doya, Kenji

Table of Contents: “… 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 by Pan, Zhenghao, Zeng, Haijin, Cao, Jiezhang, Chen, Yongyong, Zhang, Kai, Xu, Yong

Table of Contents: “… 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 by Jiang, Zekun, Dai, Wei, Wei, Qu, Qin, Ziyuan, Li, Kang, Zhang, Le

Table of Contents: “… 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 by Siroš, Ilja, Singelée, Dave, Preneel, Bart

Table of Contents: “… 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 by Mei, Jilan, Li, Junbo, Meng, Cai

Table of Contents: “… 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 by 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 of Contents: “…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 by Soleymani, Mohammad, Jorswieck, Eduard, Schober, Robert, Hanzo, Lajos

Table of Contents: “… 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 by Feng, Yuan, Lv, Junlin, Guo, Haoyu, Cao, Yukun, Zhou, S Kevin, Xie, Xike

Table of Contents: “… 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 by Wang, Xiao, Jiang, Jingtao, Li, Dong, Wang, Futian, Zhu, Lin, Wang, Yaowei, Tian, Yongyong, Tang, Jin

Table of Contents: “…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 by Valpey, Benjamin, Li, Xinyi, Pai, Sreepathi, Gopalakrishnan, Ganesh

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