Search Results for author: Ponnuthurai N. Suganthan

Found 4 papers, 1 papers with code

Performance assessment and exhaustive listing of 500+ nature inspired metaheuristic algorithms

no code implementations19 Dec 2022 Zhongqiang Ma, Guohua Wu, Ponnuthurai N. Suganthan, Aijuan Song, Qizhang Luo

To comparatively evaluate the performance of the recent competitive variants and newly proposed metaheuristics, 11 newly proposed metaheuristics and 4 variants of established metaheuristics are comprehensively compared on the CEC2017 benchmark suite.

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Unified Discrete Diffusion for Simultaneous Vision-Language Generation

1 code implementation27 Nov 2022 Minghui Hu, Chuanxia Zheng, Heliang Zheng, Tat-Jen Cham, Chaoyue Wang, Zuopeng Yang, DaCheng Tao, Ponnuthurai N. Suganthan

The recently developed discrete diffusion models perform extraordinarily well in the text-to-image task, showing significant promise for handling the multi-modality signals.

multimodal generation Text Generation +1

Evolutionary Multitask Optimization: Fundamental Research Questions, Practices, and Directions for the Future

no code implementations29 Nov 2021 Eneko Osaba, Javier Del Ser, Ponnuthurai N. Suganthan

Transfer Optimization has gained a remarkable attention from the Swarm and Evolutionary Computation community in the recent years.

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