Deep Fried Convnets. - Zichao Yang; Marcin Moczulski; Misha Denil; Nando de Freitas; Alexander J. Smola; Le Song; Ziyu Wang 001 (ICCV, 2015)

A Controller Recognizer Framework: How necessary is recognition for control? - Marcin Moczulski; Kelvin Xu; Aaron C. Courville; KyungHyun Cho (CoRR, 2015)

Noisy Activation Functions. - Çaglar Gülçehre; Marcin Moczulski; Misha Denil; Yoshua Bengio (ICML, 2016)

ACDC: A Structured Efficient Linear Layer. - Marcin Moczulski; Misha Denil; Jeremy Appleyard; Nando de Freitas (ICLR (Poster), 2016)

Mollifying Networks. - Çaglar Gülçehre; Marcin Moczulski; Francesco Visin; Yoshua Bengio (ICLR (Poster), 2017)

A robust adaptive stochastic gradient method for deep learning. - Çaglar Gülçehre; Jose Sotelo; Marcin Moczulski; Yoshua Bengio (IJCNN, 2017)

Contingency-Aware Exploration in Reinforcement Learning. - Jongwook Choi; Yijie Guo; Marcin Moczulski; Junhyuk Oh; Neal Wu; Mohammad Norouzi 002; Honglak Lee (ICLR (Poster), 2019)

Efficient Exploration with Self-Imitation Learning via Trajectory-Conditioned Policy. - Yijie Guo; Jongwook Choi; Marcin Moczulski; Samy Bengio; Mohammad Norouzi 002; Honglak Lee (CoRR, 2019)

Memory Based Trajectory-conditioned Policies for Learning from Sparse Rewards. - Yijie Guo; Jongwook Choi; Marcin Moczulski; Shengyu Feng; Samy Bengio; Mohammad Norouzi 002; Honglak Lee (NeurIPS, 2020)