Search Results - coding (algorithm OR (algorithmsssic OR algorithmsssic))

Video-R1: Reinforcing Video Reasoning in MLLMs by Feng, Kaituo, Gong, Kaixiong, Li, Bohao, Guo, Zonghao, Wang, Yibing, Peng, Tianshuo, Wu, Junfei, Zhang, Xiaoying, Wang, Benyou, Yue, Xiangyu

Table of Contents: “… 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 by Tahiraj, Ilir, Edinger, Markus, Kulmer, Dominik, Lienkamp, Markus

Table of Contents: “…-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 by Gu, Suhang, Wang, Ye, Chou, Yongxin, Cong, Jinliang, Lu, Mingli, Jiao, Zhuqing

Table of Contents: “… 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 by Zhou, Bo, Xu, Kaijie, Quan, Yinghui, Xing, Mengdao

Table of Contents: “… 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 by Kitchin, John R.

Table of Contents: “… 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 by Kolahdouzi, Mojtaba, Gunes, Hatice, Etemad, Ali

Table of Contents: “…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 by Xie, Xilong, Wang, Liang, Xiao, Limin, Han, Meng, Sun, Lin, Zheng, Shuai, Xu, Xiangrong

Table of Contents: “…. 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 by You, Feiran, Du, Hongyang

Table of Contents: “…. 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 by Sun, Yuhao, Zhang, Zhenyi, Wang, Zihan, Li, Tiejun, Zhou, Peijie

Table of Contents: “… 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 by Dong, Guanting, Chen, Yifei, Li, Xiaoxi, Jin, Jiajie, Qian, Hongjin, Zhu, Yutao, Mao, Hangyu, Zhou, Guorui, Dou, Zhicheng, Wen, Ji-Rong

Table of Contents: “… 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 by Enomoto, Shohei

Table of Contents: “… 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 by Wang, Ping, Wang, Lishun, Qu, Gang, Wang, Xiaodong, Zhang, Yulun, Yuan, Xin

Table of Contents: “… 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 by Petrov, Egor, Evseev, Grigoriy, Antonov, Aleksey, Veprikov, Andrey, Bushkov, Nikolay, Moiseev, Stanislav, Beznosikov, Aleksandr

Table of Contents: “… 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 by Zhang, Chao, Wang, Li, Lasaulce, Samson, Debbah, Merouane

Table of Contents: “… 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 by Truong, Tuan, Sudharsan, Rithwik, Yang, Yibo, Ma, Peter Xiangyuan, Yang, Ruihan, Mandt, Stephan, Bloom, Joshua S.

Table of Contents: “… 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 by van Dalen, Joost, Asano, Yuki M., Russwurm, Marc

Table of Contents: “…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 by Zocco, Federico, Malvezzi, Monica

Table of Contents: “… 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 by Lang, Iris, Landy, Jenna, Parmigiani, Giovanni

Table of Contents: “…, giving the algorithm more flexibility. This flexibility for the algorithm to learn the dependence…”
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Tomography for Plasma Imaging: a Unifying Framework for Bayesian Inference by Hamm, D., Theiler, C., Simeoni, M., Duval, B. P., Debarre, T., Simons, L., Queralt, J. R.

Table of Contents: “… finite, and often limited, number of line-integrated measurements. Decades of algorithmic refinement have…”
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TurboReg: TurboClique for Robust and Efficient Point Cloud Registration by Yan, Shaocheng, Shi, Pengcheng, Zhao, Zhenjun, Wang, Kaixin, Cao, Kuang, Wu, Ji, Li, Jiayuan

Table of Contents: “… highly parallelizable Pivot-Guided Search (PGS) algorithm. First, we define the TurboClique as a 3-clique…”
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