Evolving Machine Intelligence (EMI) Group
  • Home
  • Publications
  • Members
  • Highlights
  • News
  • GitHub
  • Home
  • Publications
  • Members
  • Highlights
  • News
  • GitHub

Deep Learning

  • Home
  • Highlights
  • Deep Learning
[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, et al. Abstract: The state of the arts in vision-language pretraining (VLP) achieves exem…
Read More
[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…
Read More
[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…
Read More
[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…
Read More
[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…
Read More
[ICCV 2021] Dense Video Captioning with Parallel Decoding
24 8月

[ICCV 2021] Dense Video Captioning with Parallel Decoding

By EMIDeep Learning
Teng Wang et al. Abstract: Dense video captioning aims to generate multiple associated captions with…
Read More
[ICCV 2021] FaPN: Feature-aligned Pyramid Network for Dense Image Prediction
18 8月

[ICCV 2021] FaPN: Feature-aligned Pyramid Network for Dense Image Prediction

By EMIDeep Learning
Shihua Huang, Zhichao Lu, Ran Cheng*, Cheng He Abstract: Recent advancements in deep neural networks…
Read More
[IEEE TCYB] Evolutionary Multiobjective Optimization Driven by Generative Adversarial Networks (GANs)
26 7月

[IEEE TCYB] Evolutionary Multiobjective Optimization Driven by Generative Adversarial Networks (GANs)

By EMIDeep Learning, Evolutionary Computation
Cheng He, Shihua Huang, Ran Cheng*, Kay Chen Tan, Yaochu Jin Abstract: Recently, increasing works ha…
Read More
[IEEE TNNLS] RelativeNAS: Relative Neural Architecture Search via Slow-Fast Learning
24 7月

[IEEE TNNLS] RelativeNAS: Relative Neural Architecture Search via Slow-Fast Learning

By EMIDeep Learning, Evolutionary Computation
Hao Tan, Ran Cheng*, et al. Abstract: Despite the remarkable success of convolutional neur…
Read More

USEFUL LINKS

GitHub: https://github.com/EMI-Group

IEEE CIS Shenzhen Chapter: https://r10.ieee.org/shenzhen-cis/

SUSTech: https://sustech.edu.cn/

Contact Us

  • +86 0755 88015179
  • ranchengcn@gmail.com
  • Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen, Guangdong, China (518055)

Contact Us

  • +86 0755 88015179
  • ranchengcn@gmail.com
  • Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen, Guangdong, China (518055)

© 2020 Square Plus. All Right Reserved.