Recent Publications

. Theoretical Linear Convergence of Unfolded ISTA and its Practical Weights and Thresholds. In Proceedings of Advances in Neural Information Processing Systems (NeurIPS), 2018.

Preprint PDF Code Poster Slides Video

. Can We Gain More from Orthogonality Regularizations in Training Deep Networks?. In Proceedings of Advances in Neural Information Processing Systems (NeurIPS), 2018.

Preprint PDF Code Poster Video

Recent & Upcoming Talks

  • 11/2018, I attended a bio-seminar at ECE, Texas A&M to present my work about LISTA in NIPS 2018.
  • 03/2018, I attended Prof. Simon Foucart’s reading seminar on Compressive Sensing, extensions, and applications and gave a presentation about learning-based sparse optimization.

Teaching & Services

  • 09/2018, I started as TA for CSCE 633 Machine Leanring course instructed by Prof. Bobak Mortazavi.
  • 08/2018, I served as a reviewer for WACV 2019.
  • 02/2018, I served as a student volunteer for AAAI 2018.

Contact

  • chernxh@tamu.edu
  • 320 Harvey R Bright Building
    Texas A&M University
    College Station, TX, 77843, United States
  • Mon 10:15 to 11:15 am, Wed 4:30 - 5:30 pm or email for appointment