Delve into the cutting edge of Artificial Intelligence with our dedicated Research Paper section.
[Submitted on 12 Feb 2024 (v1), last revised 16 Oct 2024 (this version, v3)] View a PDF of the paper titled Fourier Circuits in Neural Networks and Transformers: A Case Study of Modular Arithmetic with Multiple Inputs, by Chenyang Li…
[Submitted on 31 Oct 2023 (v1), last revised 16 Oct 2024 (this version, v5)] View a PDF of the paper titled Breaking Language Barriers in Multilingual Mathematical Reasoning: Insights and Observations, by Nuo Chen and 5 other authors View PDF…
[Submitted on 19 Jun 2024 (v1), last revised 16 Oct 2024 (this version, v4)] View a PDF of the paper titled Ultra-High-Definition Image Restoration: New Benchmarks and A Dual Interaction Prior-Driven Solution, by Liyan Wang and 7 other authors View…
[Submitted on 26 Jun 2023 (v1), last revised 16 Oct 2024 (this version, v3)] View a PDF of the paper titled Nonconvex Stochastic Bregman Proximal Gradient Method with Application to Deep Learning, by Kuangyu Ding and 1 other authors View…
OmniSafe: An Infrastructure for Accelerating Safe Reinforcement Learning Research Jiaming Ji, Jiayi Zhou, Borong Zhang, Juntao Dai, Xuehai Pan, Ruiyang Sun, Weidong Huang, Yiran Geng, Mickel Liu, Yaodong Yang; 25(285):1−6, 2024. Abstract AI systems empowered by reinforcement learning (RL) algorithms…
A tensor factorization model of multilayer network interdependence Izabel Aguiar, Dane Taylor, Johan Ugander; 25(282):1−54, 2024. Abstract Multilayer networks describe the rich ways in which nodes are related by accounting for different relationships in separate layers. These multiple relationships are…
[Submitted on 16 Jun 2024 (v1), last revised 15 Oct 2024 (this version, v3)] View a PDF of the paper titled Towards Supporting Legal Argumentation with NLP: Is More Data Really All You Need?, by T.Y.S.S Santosh and 3 other…
[Submitted on 19 Feb 2021 (v1), last revised 14 Oct 2024 (this version, v3)] View a PDF of the paper titled Instrumental Variable Value Iteration for Causal Offline Reinforcement Learning, by Luofeng Liao and 5 other authors View PDF HTML…
arXiv:2410.11355v1 Announce Type: cross Abstract: Labeling datasets is a noteworthy challenge in machine learning, both in terms of cost and time. This research, however, leverages an efficient answer. By exploring label propagation in semi-supervised learning, we can significantly reduce the…
arXiv:2410.11492v1 Announce Type: cross Abstract: Autonomous navigation of a mobile robot is a challenging task which requires ability of mapping, localization, path planning and path following. Conventional mapping methods build a dense metric map like an occupancy grid, which is…
[Submitted on 17 Jun 2024 (v1), last revised 14 Oct 2024 (this version, v2)] View a PDF of the paper titled From Crowdsourced Data to High-Quality Benchmarks: Arena-Hard and BenchBuilder Pipeline, by Tianle Li and 7 other authors View PDF…
[Submitted on 15 Jul 2024 (v1), last revised 14 Oct 2024 (this version, v3)] Authors:Mingkai Chen, Taowen Wang, Shihui Cao, James Chenhao Liang, Chuan Liu, Chunshu Wu, Qifan Wang, Ying Nian Wu, Michael Huang, Chuang Ren, Ang Li, Tong Geng,…