Haoshuo Huang(黄豪硕)


Email: haosoul122@gmail.com
Mobile: (+86) 178-0105-0071

About Me

I am a research intern at Google AI China Center

Publications

Domain Transfer Through Deep Activation Matching
Haoshuo Huang , Qixing Huang, Philipp Krähenbühl
ECCV, 2018

RESEARCH EXPERIENCE

Google
Research Intern, mentored by Kevin Jing
  • Built a knowledge graph for education.
Department of Computer Science, University of Texas at Austin
Research Intern, mentored by Prof. Philipp Krähenbühl and Qixing Huang
  • Motivated by reducing domain gap through matching multiple intermediate distributions of di erent datasets.
  • Implemented a GAN-like network to match multiple distributions using adversarial training; introduced regularization to get robust performance.
  • Outperformed the state-of-the-art in semantic segmentation (Cityscapes, SYNTHIA, GTA-dataset) and digital image classification(MNIST, SVHN, USPS) tasks.
Technology Strategy Group, Microsoft Research Asia
Research Intern, mentored by Eric Chang
  • Detected mitosis (a special kind of cell) using limited numbers of medical images.
  • Implemented a two-step framework to do mitosis detection; coarse ltering using FCN, ne ltering using well-designed Mitosis-classification network.
  • Took part in the Tumor Proliferation Assessment Challenge 2016, which is a satellite challenge of Medical Image Computing and Computer Assisted Intervention(MICCAI).
  • Won rank 2 in task1, rank 1 in task2, rank 5 in task 3.

Selected Projects

SmartJigsaw: A project for automatically playing the jigsaw game; use graph to modelize the game and solve it using heuristic searching.

SmartConnectFour: A project for automatically playing the connect four game; using a mixed strategy of monte carlo and alpha-beta pruning.

ICaption: A project for doing image captioning; reimplement the original paper.

AutoAdaptation: A project for doing image captioning; reimplement the original paper.

AWARD & HONOR

Megcup2017 Hacker Challenge Contest 2nd Place
Second place among more than 128 competitors (only top 128 are shown)

ACM/ICPC Asia Regional Contest Mudanjiang Site 2014 Gold Medal
Rank 10/140 among competitive teams onsite

Outstanding Freshman Scholarship
Awarded to excellent freshman in Tsinghua University

National Olympiad in Informatics 2013 Gold Medal
Rank 29/350 among competitors from all over China

Tsinghua-HKUST Programming Contest 2016 Champion
Champion among the competitors from Hong Kong and Taiwan