Risultati della ricerca - (endedededededecoding OR (endededecoding OR (coding OR encoding))) (algorithm OR algorithmics)

NoWag: A Unified Framework for Shape Preserving Compression of Large Language Models di Liu, Lawrence, Chakrabarti, Inesh, Li, Yixiao, Wang, Mengdi, Zhao, Tuo, Yang, Lin F.

Sommario: “... and Activation Guided Compression), a unified framework for one-shot shape preserving compression algorithms. We...”
Testo

Robust and Real-time Surface Normal Estimation from Stereo Disparities using Affine Transformations di Kariko, Csongor Csanad, Faisal, Muhammad Rafi, Hajder, Levente

Sommario: “... by reducing computational complexity. To address noise reduction, we develop a custom algorithm inspired...”
Testo

Dynamic Action Interpolation: A Universal Approach for Accelerating Reinforcement Learning with Expert Guidance di Cao, Wenjun

Sommario: “... algorithm with just a few lines of code and without auxiliary networks or additional losses. Our theoretical...”
Testo

UTTG_ A Universal Teleoperation Approach via Online Trajectory Generation di Fang, Shengjian, Zhou, Yixuan, Zheng, Yu, Jiang, Pengyu, Liu, Siyuan, Wang, Hesheng

Sommario: “... pluggable deployment across diverse robots through uniform interfaces. The proposed interpolation algorithm...”
Testo

Robust Orthogonal NMF with Label Propagation for Image Clustering di Liu, Jingjing, Wu, Nian, Xiu, Xianchao, Zhang, Jianhua

Sommario: “... direction method of multipliers (ADMM)-based optimization algorithm. In particular, all subproblems have...”
Testo

FASTDASH: An Implementation of 3D Earthquake Cycle Simulation on Complex Fault Systems Using the Boundary Element Method Accelerated by H-matrices di Cheng, Jinhui, Bhat, Harsha S., Almakari, Michelle, Lecampion, Brice, Peruzzo, Carlo

Sommario: “... to algorithmic limitations. We develop a 3D quasi-dynamic slip dynamics model to overcome this restriction...”
Testo

Open Set Label Shift with Test Time Out-of-Distribution Reference di Ye, Changkun, Tsuchida, Russell, Petersson, Lars, Barnes, Nick

Sommario: “... of the OOD class, 2) an EM algorithm for Maximum Likelihood estimates (MLE) of the target label distribution...”
Testo

Autoencoder-Based Hybrid Replay for Class-Incremental Learning di Nori, Milad Khademi, Kim, Il-Min, Wang, Guanghui

Sommario: “... equations and repulsive force algorithm for the incremental embedding and distribution of new class...”
Testo

CPGD: Toward Stable Rule-based Reinforcement Learning for Language Models di Liu, Zongkai, Meng, Fanqing, Du, Lingxiao, Zhou, Zhixiang, Yu, Chao, Shao, Wenqi, Zhang, Qiaosheng

Sommario: “... Optimization with Policy Drift (CPGD), a novel algorithm designed to stabilize policy learning in LMs. CPGD...”
Testo

MAGI-1: Autoregressive Video Generation at Scale di ai, Sand., Teng, Hansi, Jia, Hongyu, Sun, Lei, Li, Lingzhi, Li, Maolin, Tang, Mingqiu, Han, Shuai, Zhang, Tianning, Zhang, W. Q., Luo, Weifeng, Kang, Xiaoyang, Sun, Yuchen, Cao, Yue, Huang, Yunpeng, Lin, Yutong, Fang, Yuxin, Tao, Zewei, Zhang, Zheng, Wang, Zhongshu, Liu, Zixun, Shi, Dai, Su, Guoli, Sun, Hanwen, Pan, Hong, Wang, Jie, Sheng, Jiexin, Cui, Min, Hu, Min, Yan, Ming, Yin, Shucheng, Zhang, Siran, Liu, Tingting, Yin, Xianping, Yang, Xiaoyu, Song, Xin, Hu, Xuan, Zhang, Yankai, Li, Yuqiao

Sommario: “..., providing high temporal consistency and scalability, which are made possible by several algorithmic...”
Testo

Prime Path Coverage in the GNU Compiler Collection di Kvalsvik, Jørgen

Sommario: “.../decision coverage (MC/DC). We improve on the current state-of-the-art algorithms for enumerating prime...”
Testo

EquivPruner: Boosting Efficiency and Quality in LLM-Based Search via Action Pruning di Liu, Jiawei, Chen, Qisi, Zhang, Jianshu, Liu, Quan, Lian, Defu

Sommario: “...Large Language Models (LLMs) excel at complex reasoning through search algorithms, yet current...”
Testo

AI-Researcher: Autonomous Scientific Innovation di Tang, Jiabin, Xia, Lianghao, Li, Zhonghang, Huang, Chao

Sommario: “...The powerful reasoning capabilities of Large Language Models (LLMs) in mathematics and coding...”
Testo

ALPS: Attention Localization and Pruning Strategy for Efficient Alignment of Large Language Models di Chen, Hao, Li, Haoze, Xiao, Zhiqing, Gao, Lirong, Zhang, Qi, Hu, Xiaomeng, Wang, Ningtao, Fu, Xing, Zhao, Junbo

Sommario: “... (ALPS), an efficient algorithm that localizes the most task-sensitive attention heads and prunes...”
Testo

Maximizing Confidence Alone Improves Reasoning di Prabhudesai, Mihir, Chen, Lili, Ippoliti, Alex, Fragkiadaki, Katerina, Liu, Hao, Pathak, Deepak

Sommario: “..., science, and coding problems. However, central to any RL algorithm is the reward function, and reward...”
Testo

Adversarial Attacks on Robotic Vision Language Action Models di Jones, Eliot Krzysztof, Robey, Alexander, Zou, Andy, Ravichandran, Zachary, Pappas, George J., Hassani, Hamed, Fredrikson, Matt, Kolter, J. Zico

Sommario: “...-controlled robots. Our main algorithmic contribution is the adaptation and application of LLM jailbreaking...”
Testo

How to Write a Simulator for Quantum Circuits from Scratch: A Tutorial di McGuffin, Michael J., Robert, Jean-Marc, Ikeda, Kazuki

Sommario: “.... With roughly 1000-2000 lines of code, one can simulate Hadamard, Pauli X, Y, Z, SWAP, and other quantum logic...”
Testo

Accurate Reduced Floating-Point Precision Implicit Monte Carlo di Butson, Simon, Cleveland, Mathew, Long, Alex, Palmer, Todd

Sommario: “... manipulations involve changes to order of operations and alternative summation algorithms to minimize errors...”
Testo

Generalized Proof-Number Monte-Carlo Tree Search di Kowalski, Jakub, Soemers, Dennis J. N. J., Kosakowski, Szymon, Winands, Mark H. M.

Sommario: “... track proof numbers per player. This reduces code complexity in the sense that we no longer need...”
Testo

From High-SNR Radar Signal to ECG: A Transfer Learning Model with Cardio-Focusing Algorithm for Scenarios with Limited Data di Zhang, Yuanyuan, Zhao, Haocheng, Xiong, Sijie, Yang, Rui, Lim, Eng Gee, Yue, Yutao

Sommario: “... with limited data and propose a cardio-focusing and -tracking (CFT) algorithm to precisely track the cardiac...”
Testo