Risultati della ricerca - coding (algorithm OR Algorithmsssssic)

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

Sommario: “... training with the GRPO algorithm to video reasoning presents two primary challenges: (i) a lack of temporal...”
Testo

CaLiV: LiDAR-to-Vehicle Calibration of Arbitrary Sensor Setups di Tahiraj, Ilir, Edinger, Markus, Kulmer, Dominik, Lienkamp, Markus

Sommario: “...-to-Vehicle calibration is not supported by the vast majority of calibration algorithms. In this work, we...”
Testo

Interpretable Style Takagi-Sugeno-Kang Fuzzy Clustering di Gu, Suhang, Wang, Ye, Chou, Yongxin, Cong, Jinliang, Lu, Mingli, Jiao, Zhuqing

Sommario: “... algorithms. In addition, due to the homogeneity of data, different groups of data have their own homogeneous...”
Testo

TransDOA: Calibrating Array Imperfections via Transformer-based Transfer Learning di Zhou, Bo, Xu, Kaijie, Quan, Yinghui, Xing, Mengdao

Sommario: “... more thorough evaluation of algorithms and further validate the proposed method. Our code can...”
Testo

The Evolving Role of Programming and LLMs in the Development of Self-Driving Laboratories di Kitchin, John R.

Sommario: “... instrument designed for prototyping automation algorithms and machine learning workflows. Claude-Light...”
Testo

Some Optimizers are More Equal: Understanding the Role of Optimizers in Group Fairness di Kolahdouzi, Mojtaba, Gunes, Hatice, Etemad, Ali

Sommario: “...We study whether and how the choice of optimization algorithm can impact group fairness in deep...”
Testo

FineQ: Software-Hardware Co-Design for Low-Bit Fine-Grained Mixed-Precision Quantization of LLMs di Xie, Xilong, Wang, Liang, Xiao, Limin, Han, Meng, Sun, Lin, Zheng, Shuai, Xu, Xiangrong

Sommario: “.... Finally, we introduce an accelerator utilizing temporal coding that effectively supports the quantization...”
Testo

ReaCritic: Reasoning Transformer-based DRL Critic-model Scaling For Wireless Networks di You, Feiran, Du, Hongyang

Sommario: “.... In many DRL algorithms, especially those involving value-based or actor-critic structures, the critic...”
Testo

Variational Regularized Unbalanced Optimal Transport: Single Network, Least Action di Sun, Yuhao, Zhang, Zhenyi, Wang, Zihan, Li, Tiejun, Zhou, Peijie

Sommario: “... algorithms have been developed to tackle this problem, based on frameworks such as optimal transport...”
Testo

Tool-Star: Empowering LLM-Brained Multi-Tool Reasoner via Reinforcement Learning di Dong, Guanting, Chen, Yifei, Li, Xiaoxi, Jin, Jiajie, Qian, Hongjin, Zhu, Yutao, Mao, Hangyu, Zhou, Guorui, Dou, Zhicheng, Wen, Ji-Rong

Sommario: “... reinforcement learning (RL). However, leveraging the RL algorithm to empower effective multi-tool collaborative...”
Testo

Pseudo Multi-Source Domain Generalization: Bridging the Gap Between Single and Multi-Source Domain Generalization di Enomoto, Shohei

Sommario: “... the application of sophisticated MDG algorithms in more practical Single-source Domain Generalization (SDG...”
Testo

Proximal Algorithm Unrolling: Flexible and Efficient Reconstruction Networks for Single-Pixel Imaging di Wang, Ping, Wang, Lishun, Qu, Gang, Wang, Xiaodong, Zhang, Yulun, Yuan, Xin

Sommario: “... for single-pixel imaging (SPI) inverse problem. PnP approaches, a class of iterative algorithms where...”
Testo

Leveraging Coordinate Momentum in SignSGD and Muon: Memory-Optimized Zero-Order di Petrov, Egor, Evseev, Grigoriy, Antonov, Aleksey, Veprikov, Andrey, Bushkov, Nikolay, Moiseev, Stanislav, Beznosikov, Aleksandr

Sommario: “... ZO momentum-based algorithm that extends ZO SignSGD, requiring the same number of parameters...”
Testo

BAQ: Efficient Bit Allocation Quantization for Large Language Models di Zhang, Chao, Wang, Li, Lasaulce, Samson, Debbah, Merouane

Sommario: “... Quantization) algorithm. The proposed algorithm achieves a good trade-off between loss minimization...”
Testo

AstroCompress: A benchmark dataset for multi-purpose compression of astronomical data di Truong, Tuan, Sudharsan, Rithwik, Yang, Yibo, Ma, Peter Xiangyuan, Yang, Ruihan, Mandt, Stephan, Bloom, Joshua S.

Sommario: “... hand, holds the promise of learning compression algorithms end-to-end from data and outperforming...”
Testo

SAMSelect: A Spectral Index Search for Marine Debris Visualization using Segment Anything di van Dalen, Joost, Asano, Yuki M., Russwurm, Marc

Sommario: “...This work proposes SAMSelect, an algorithm to obtain a salient three-channel visualization...”
Testo

CIRO7.2: A Material Network with Circularity of -7.2 and Reinforcement-Learning-Controlled Robotic Disassembler di Zocco, Federico, Malvezzi, Monica

Sommario: “... on the design of the robotic disassembler compartment using state-of-the-art RL algorithms and assessing...”
Testo

Bayesian Non-Negative Matrix Factorization with Correlated Mutation Type Probabilities for Mutational Signatures di Lang, Iris, Landy, Jenna, Parmigiani, Giovanni

Sommario: “..., giving the algorithm more flexibility. This flexibility for the algorithm to learn the dependence...”
Testo

Tomography for Plasma Imaging: a Unifying Framework for Bayesian Inference di Hamm, D., Theiler, C., Simeoni, M., Duval, B. P., Debarre, T., Simons, L., Queralt, J. R.

Sommario: “... finite, and often limited, number of line-integrated measurements. Decades of algorithmic refinement have...”
Testo

TurboReg: TurboClique for Robust and Efficient Point Cloud Registration di Yan, Shaocheng, Shi, Pengcheng, Zhao, Zhenjun, Wang, Kaixin, Cao, Kuang, Wu, Ji, Li, Jiayuan

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