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作者: EMI

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[GECCO 2023] Rethinking Population-assisted Off-policy Reinforcement Learning
27 4月

[GECCO 2023] Rethinking Population-assisted Off-policy Reinforcement Learning

By EMIDeep Learning
Bowen Zheng, Ran Cheng* Abstract: While off-policy reinforcement learning (RL) algorithms are sample…
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[Intelligent Computing] Evolutionary Reinforcement Learning: A Survey
27 4月

[Intelligent Computing] Evolutionary Reinforcement Learning: A Survey

By EMIEvolutionary Computation
Hui Bai, Ran Cheng*, Yaochu Jin Abstract: Reinforcement learning (RL) is a machine learning approach…
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[CVPR 2023] Accelerating Vision-Language Pretraining with Free Language Modeling
10 3月

[CVPR 2023] Accelerating Vision-Language Pretraining with Free Language Modeling

By EMIDeep Learning
Teng Wang, Yixiao Ge, Feng Zheng, Ran Cheng, Ying Shan, Xiaohu Qie, Ping Luo Abstract: The state of …
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[IEEE TEVC] Neural Architecture Search as Multiobjective Optimization Benchmarks: Problem Formulation and Performance Assessment
07 2月

[IEEE TEVC] Neural Architecture Search as Multiobjective Optimization Benchmarks: Problem Formulation and Performance Assessment

By EMIEvolutionary Computation
Zhichao Lu, Ran Cheng, Yaochu Jin, Kay Chen Tan and Kalyanmoy Deb Abstract: The ongoing advancements…
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[IEEE TAI] Surrogate-assisted Multiobjective Neural Architecture Search for Real-time Semantic Segmentation
28 10月

[IEEE TAI] Surrogate-assisted Multiobjective Neural Architecture Search for Real-time Semantic Segmentation

By EMIDeep Learning
Zhichao Lu, Ran Cheng, Shihua Huang, Haoming Zhang, Changxiao Qiu, and Fan Yang Abstract: The archit…
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[IEEE ToG] Lamarckian Platform: Pushing the Boundaries of Evolutionary Reinforcement Learning towards Asynchronous Commercial Games
20 9月

[IEEE ToG] Lamarckian Platform: Pushing the Boundaries of Evolutionary Reinforcement Learning towards Asynchronous Commercial Games

By EMIEvolutionary Computation
Hui Bai, Ruimin Shen, Yue Lin, Botian Xu, and Ran Cheng* Abstract: Despite the emerging progress of …
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[IEEE TAI] SoloGAN: Multi-domain Multimodal Unpaired Image-to-Image Translation via a Single Generative Adversarial Network
29 6月

[IEEE TAI] SoloGAN: Multi-domain Multimodal Unpaired Image-to-Image Translation via a Single Generative Adversarial Network

By EMIDeep Learning
Shihua Huang, Cheng He, Ran Cheng* Abstract Despite significant advances in image-to-image (I2I) tra…
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[ICML 2022] VLMixer: Unpaired Vision-Language Pre-training via Cross-Modal CutMix
24 6月

[ICML 2022] VLMixer: Unpaired Vision-Language Pre-training via Cross-Modal CutMix

By EMIDeep Learning
Teng Wang et al. Abstract:  Existing vision-language pre-training (VLP) methods primarily rely on pa…
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[IEEE TCYB] Evolutionary Large-Scale Dynamic Optimization Using Bilevel Variable Grouping (BLVG)
16 5月

[IEEE TCYB] Evolutionary Large-Scale Dynamic Optimization Using Bilevel Variable Grouping (BLVG)

By EMIEvolutionary Computation
Hui Bai, Ran Cheng*, Danial Yazdani, Kay Chen Tan, Yaochu Jin   Abstract: Variable grouping provides…
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[EMNLP 2021] Revisiting Self-Training for Few-Shot Learning of Language Model
27 9月

[EMNLP 2021] Revisiting Self-Training for Few-Shot Learning of Language Model

By EMIDeep Learning
Yiming Chen, et al. Abstract: As unlabeled data carry rich task-relevant information, they are prove…
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