publications

2023

  1. MMG-Ego4D: Multimodal Generalization in Egocentric Action Recognition
    Xinyu Gong, Naina Mohan, Jean-Charles Bazin, and 3 more authors
    In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023
  2. NeRF-SOS: Any-View Self-supervised Object Segmentation on Complex Scenes
    Zhiwen Fan, Peihao Wang, Yifan Jiang, and 3 more authors
    In International Conference on Learning Representations (ICLR), 2023
  3. Deep Architecture Connectivity Matters for Its Convergence: A Fine-Grained Analysis
    Wuyang Chen, Wei Huang, Xinyu Gong, and 2 more authors
    In Conference on Neural Information Processing Systems (NeurIPS), 2023

2022

  1. Unified implicit neural stylization
    Zhiwen Fan, Yifan Jiang, Peihao Wang, and 3 more authors
    In Computer Vision–ECCV 2022: 17th European Conference, Tel Aviv, Israel, October 23–27, 2022, Proceedings, Part XV, 2022
  2. Sandwich Batch Normalization: A Drop-In Replacement for Feature Distribution Heterogeneity
    Xinyu Gong, Wuyang Chen, Tianlong Chen, and 1 more author
    In Winter Conference on Applications of Computer Vision (WACV), 2022
  3. Auto-X3D: Ultra-Efficient Video Understanding via Finer-Grained Neural Architecture Search
    Yifan Jiang, Xinyu Gong, Junru Wu, and 3 more authors
    In Winter Conference on Applications of Computer Vision (WACV), Jan 2022

2021

  1. Searching for Two-Stream Models in Multivariate Space for Video Recognition
    Xinyu Gong, Heng Wang, Zheng Shou, and 3 more authors
    International Conference on Computer Vision (ICCV), Jan 2021
  2. Neural architecture search on imagenet in four gpu hours: A theoretically inspired perspective
    Wuyang Chen, Xinyu Gong, and Zhangyang Wang
    International Conference on Learning Representations (ICLR), Jan 2021
  3. Enlightengan: Deep light enhancement without paired supervision
    Yifan Jiang, Xinyu Gong, Ding Liu, and 6 more authors
    IEEE transactions on image processing (TIP), Jan 2021

2020

  1. NADS: Neural Architecture Distribution Search for Uncertainty Awareness
    Randy Ardywibowo, Shahin Boluki, Xinyu Gong, and 2 more authors
    In International Conference on Machine Learning (ICML), Jan 2020
  2. FasterSeg: Searching for Faster Real-time Semantic Segmentation
    Wuyang Chen, Xinyu Gong, Xianming Liu, and 3 more authors
    In International Conference on Learning Representations (ICLR), Dec 2020
  3. Autopose: Searching multi-scale branch aggregation for pose estimation
    Xinyu Gong, Wuyang Chen, Yifan Jiang, and 5 more authors
    arXiv preprint arXiv:2008.07018, Dec 2020
  4. AutoSpeech: Neural Architecture Search for Speaker Recognition
    Shaojin Ding, Tianlong Chen, Xinyu Gong, and 2 more authors
    In InterSpeech, Dec 2020

2019

  1. AutoGAN: Neural Architecture Search for Generative Adversarial Networks
    Xinyu Gong, Shiyu Chang, Yifan Jiang, and 1 more author
    In The IEEE International Conference on Computer Vision (ICCV), Oct 2019
  2. Conditional Adversarial Generative Flow for Controllable Image Synthesis
    Rui Liu, Yu Liu, Xinyu Gong, and 2 more authors
    In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jul 2019

2018

  1. Neural Stereoscopic Image Style Transfer
    Xinyu Gong, Haozhi Huang, Lin Ma, and 3 more authors
    In The European Conference on Computer Vision (ECCV), Sep 2018
  2. Multitarget AOA Estimation Using Wideband LFMCW Signal and Two Receiver Antennas
    Dongheng Zhang, Ying He, Xinyu Gong, and 3 more authors
    IEEE Transactions on Vehicular Technology (TVT), Sep 2018