Suchergebnisse - (coding OR decoding) (algorithmics OR (algorithm OR (algorithm OR algorithmssssicsics)))

Versatile Cross-platform Compilation Toolchain for Schrödinger-style Quantum Circuit Simulation von Lu, Yuncheng, Liang, Shuang, Fan, Hongxiang, Guo, Ce, Luk, Wayne, Kelly, Paul H. J.

Inhaltsangabe: “… growing demand for exploring and verifying quantum algorithms. Efficient classical simulators for high …”
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Generalized Phase Pressure Control Enhanced Reinforcement Learning for Traffic Signal Control von Liao, Xiao-Cheng, Mei, Yi, Zhang, Mengjie, Chen, Xiang-Ling

Inhaltsangabe: “… algorithm template named G2P-XLight, and two RL algorithms, G2P-MPLight and G2P-CoLight, by combining …”
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Video-R1: Reinforcing Video Reasoning in MLLMs von Feng, Kaituo, Gong, Kaixiong, Li, Bohao, Guo, Zonghao, Wang, Yibing, Peng, Tianshuo, Wu, Junfei, Zhang, Xiaoying, Wang, Benyou, Yue, Xiangyu

Inhaltsangabe: “… training with the GRPO algorithm to video reasoning presents two primary challenges: (i) a lack of temporal …”
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CaLiV: LiDAR-to-Vehicle Calibration of Arbitrary Sensor Setups von Tahiraj, Ilir, Edinger, Markus, Kulmer, Dominik, Lienkamp, Markus

Inhaltsangabe: “… -to-Vehicle calibration is not supported by the vast majority of calibration algorithms. In this work, we …”
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Interpretable Style Takagi-Sugeno-Kang Fuzzy Clustering von Gu, Suhang, Wang, Ye, Chou, Yongxin, Cong, Jinliang, Lu, Mingli, Jiao, Zhuqing

Inhaltsangabe: “… algorithms. In addition, due to the homogeneity of data, different groups of data have their own homogeneous …”
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TransDOA: Calibrating Array Imperfections via Transformer-based Transfer Learning von Zhou, Bo, Xu, Kaijie, Quan, Yinghui, Xing, Mengdao

Inhaltsangabe: “… more thorough evaluation of algorithms and further validate the proposed method. Our code can …”
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The Evolving Role of Programming and LLMs in the Development of Self-Driving Laboratories von Kitchin, John R.

Inhaltsangabe: “… instrument designed for prototyping automation algorithms and machine learning workflows. Claude-Light …”
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Some Optimizers are More Equal: Understanding the Role of Optimizers in Group Fairness von Kolahdouzi, Mojtaba, Gunes, Hatice, Etemad, Ali

Inhaltsangabe: “… We study whether and how the choice of optimization algorithm can impact group fairness in deep …”
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FineQ: Software-Hardware Co-Design for Low-Bit Fine-Grained Mixed-Precision Quantization of LLMs von Xie, Xilong, Wang, Liang, Xiao, Limin, Han, Meng, Sun, Lin, Zheng, Shuai, Xu, Xiangrong

Inhaltsangabe: “… . Finally, we introduce an accelerator utilizing temporal coding that effectively supports the quantization …”
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ReaCritic: Reasoning Transformer-based DRL Critic-model Scaling For Wireless Networks von You, Feiran, Du, Hongyang

Inhaltsangabe: “… . In many DRL algorithms, especially those involving value-based or actor-critic structures, the critic …”
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Variational Regularized Unbalanced Optimal Transport: Single Network, Least Action von Sun, Yuhao, Zhang, Zhenyi, Wang, Zihan, Li, Tiejun, Zhou, Peijie

Inhaltsangabe: “… algorithms have been developed to tackle this problem, based on frameworks such as optimal transport …”
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Tool-Star: Empowering LLM-Brained Multi-Tool Reasoner via Reinforcement Learning von Dong, Guanting, Chen, Yifei, Li, Xiaoxi, Jin, Jiajie, Qian, Hongjin, Zhu, Yutao, Mao, Hangyu, Zhou, Guorui, Dou, Zhicheng, Wen, Ji-Rong

Inhaltsangabe: “… reinforcement learning (RL). However, leveraging the RL algorithm to empower effective multi-tool collaborative …”
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Pseudo Multi-Source Domain Generalization: Bridging the Gap Between Single and Multi-Source Domain Generalization von Enomoto, Shohei

Inhaltsangabe: “… the application of sophisticated MDG algorithms in more practical Single-source Domain Generalization (SDG …”
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Proximal Algorithm Unrolling: Flexible and Efficient Reconstruction Networks for Single-Pixel Imaging von Wang, Ping, Wang, Lishun, Qu, Gang, Wang, Xiaodong, Zhang, Yulun, Yuan, Xin

Inhaltsangabe: “… for single-pixel imaging (SPI) inverse problem. PnP approaches, a class of iterative algorithms where …”
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Leveraging Coordinate Momentum in SignSGD and Muon: Memory-Optimized Zero-Order von Petrov, Egor, Evseev, Grigoriy, Antonov, Aleksey, Veprikov, Andrey, Bushkov, Nikolay, Moiseev, Stanislav, Beznosikov, Aleksandr

Inhaltsangabe: “… ZO momentum-based algorithm that extends ZO SignSGD, requiring the same number of parameters …”
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BAQ: Efficient Bit Allocation Quantization for Large Language Models von Zhang, Chao, Wang, Li, Lasaulce, Samson, Debbah, Merouane

Inhaltsangabe: “… Quantization) algorithm. The proposed algorithm achieves a good trade-off between loss minimization …”
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AstroCompress: A benchmark dataset for multi-purpose compression of astronomical data von Truong, Tuan, Sudharsan, Rithwik, Yang, Yibo, Ma, Peter Xiangyuan, Yang, Ruihan, Mandt, Stephan, Bloom, Joshua S.

Inhaltsangabe: “… hand, holds the promise of learning compression algorithms end-to-end from data and outperforming …”
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SAMSelect: A Spectral Index Search for Marine Debris Visualization using Segment Anything von van Dalen, Joost, Asano, Yuki M., Russwurm, Marc

Inhaltsangabe: “… This work proposes SAMSelect, an algorithm to obtain a salient three-channel visualization …”
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CIRO7.2: A Material Network with Circularity of -7.2 and Reinforcement-Learning-Controlled Robotic Disassembler von Zocco, Federico, Malvezzi, Monica

Inhaltsangabe: “… on the design of the robotic disassembler compartment using state-of-the-art RL algorithms and assessing …”
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Bayesian Non-Negative Matrix Factorization with Correlated Mutation Type Probabilities for Mutational Signatures von Lang, Iris, Landy, Jenna, Parmigiani, Giovanni

Inhaltsangabe: “… , giving the algorithm more flexibility. This flexibility for the algorithm to learn the dependence …”
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