Zhixuan Lin

Github  CV  Email

zxlin.cs [AT] gmail.com

About Me

I'm a second-year Ph.D. student at Mila and the University of Montreal, advised by Professor Aaron Courville.

My life goal is to understand and build general intelligence. Therefore, my research interest evolves as my belief about the best path toward general intelligence changes. 

Currently, I'm interested in long-range sequence modeling with linear recurrent models, and its application in RL. 

Previously I've worked on learning object-centric representations using structured generative models with Professor Sungjin Ahn at Rutgers University. I also had experience with computer vision when I started my research career in Professor Xiaowei Zhou's group at Zhejiang University.

About Mind/Intelligence

What I believe:



Improving Generative Imagination in Object-Centric World Models

Zhixuan Lin, Pierluca D'Oro, Evgenii Nikishin, Aaron Courville

ICLR 2024


Improving Generative Imagination in Object-Centric World Models

Zhixuan Lin, Yi-Fu Wu, Skand Vishwanath Peri, Bofeng Fu, Jindong Jiang, Sungjin Ahn

ICML 2020

[Project] [Code][Paper]

SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition

Zhixuan Lin*, Yi-Fu Wu*, Skand Vishwanath Peri*, Weihao Sun, Gautam Singh, Fei Deng, Jindong Jiang, Sungjin Ahn

ICLR 2020

[Project] [Code][Paper]

GIFT: Learning Transformation Invariant Dense Visual Descriptors via Group CNNs

Yuan Liu, Zehong Shen, Zhixuan Lin, Sida Peng, Hujun Bao, Xiaowei Zhou

NeurIPS 2019

[Project] [Code] [Paper]