Haozhe Sun

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 13

Top Topics

Image Classification

Inference Process

Lessons Learned

Top Venues

NeurIPS (Competition and Demos)

Publications

Haozhe Sun, Isabelle Guyon
Modularity in Deep Learning: A Survey. CoRR (2023)
Haozhe Sun, Isabelle Guyon, Felix Mohr, Hedi Tabia
RRR-Net: Reusing, Reducing, and Recycling a Deep Backbone Network. IJCNN (2023)
Haozhe Sun, Isabelle Guyon, Felix Mohr, Hedi Tabia
RRR-Net: Reusing, Reducing, and Recycling a Deep Backbone Network. CoRR (2023)
Ihsan Ullah, Dustin Carrión-Ojeda, Sergio Escalera, Isabelle Guyon, Mike Huisman, Felix Mohr, Jan N. van Rijn, Haozhe Sun, Joaquin Vanschoren, Phan Anh Vu
Meta-Album: Multi-domain Meta-Dataset for Few-Shot Image Classification. CoRR (2023)
Haozhe Sun, Wei-Wei Tu, Isabelle Guyon
OmniPrint: A Configurable Printed Character Synthesizer. CoRR (2022)
Ihsan Ullah, Dustin Carrión-Ojeda, Sergio Escalera, Isabelle Guyon, Mike Huisman, Felix Mohr, Jan N. van Rijn, Haozhe Sun, Joaquin Vanschoren, Phan Anh Vu
Meta-Album: Multi-domain Meta-Dataset for Few-Shot Image Classification. NeurIPS (2022)
Pengkai Xia, Haiyang Zhou, Haozhe Sun, Qingfeng Sun, Rupert Griffiths
Research on a Fiber Optic Oxygen Sensor Based on All-Phase Fast Fourier Transform (apFFT) Phase Detection. Sensors 22 (18) (2022)
Joseph Pedersen, Rafael Muñoz-Gómez, Jiangnan Huang, Haozhe Sun, Wei-Wei Tu, Isabelle Guyon
LTU Attacker for Membership Inference. CoRR (2022)
Joseph Pedersen, Rafael Muñoz-Gómez, Jiangnan Huang, Haozhe Sun, Wei-Wei Tu, Isabelle Guyon
LTU Attacker for Membership Inference. Algorithms 15 (7) (2022)
Dustin Carrión-Ojeda, Mahbubul Alam, Sergio Escalera, Ahmed K. Farahat, Dipanjan Ghosh, Maria Teresa Gonzalez Diaz, Chetan Gupta, Isabelle Guyon, Joël Roman Ky, Xian Yeow Lee, Xin Liu, Felix Mohr, Manh Hung Nguyen, Emmanuel Pintelas, Stefan Roth, Simone Schaub-Meyer, Haozhe Sun, Ihsan Ullah, Joaquin Vanschoren, Lasitha Vidyaratne, Jiamin Wu, Xiaotian Yin
NeurIPS’22 Cross-Domain MetaDL Challenge: Results and lessons learned. NeurIPS (Competition and Demos) (2021)
Haozhe Sun, Wei-Wei Tu, Isabelle Guyon
OmniPrint: A Configurable Printed Character Synthesizer. NeurIPS Datasets and Benchmarks (2021)
Zhaoyang Zhu, Haozhe Sun, Chi Zhang
Effectiveness of Optimization Algorithms in Deep Image Classification. CoRR (2021)
Adrian El Baz, Ihsan Ullah, Edesio Alcobaça, André C. P. L. F. de Carvalho, Hong Chen, Fabio Ferreira, Henry Gouk, Chaoyu Guan, Isabelle Guyon, Timothy M. Hospedales, Shell Hu, Mike Huisman, Frank Hutter, Zhengying Liu, Felix Mohr, Ekrem Öztürk, Jan N. van Rijn, Haozhe Sun, Xin Wang, Wenwu Zhu
Lessons learned from the NeurIPS 2021 MetaDL challenge: Backbone fine-tuning without episodic meta-learning dominates for few-shot learning image classification. NeurIPS (Competition and Demos) (2021)