Direct Optimization through arg max for Discrete Variational Auto-Encoder. - Guy Lorberbom; Tommi S. Jaakkola; Andreea Gane; Tamir Hazan (NeurIPS, 2019)

Direct Policy Gradients: Direct Optimization of Policies in Discrete Action Spaces. - Guy Lorberbom; Chris J. Maddison; Nicolas Heess; Tamir Hazan; Daniel Tarlow (NeurIPS, 2020)

Learning Generalized Gumbel-max Causal Mechanisms. - Guy Lorberbom; Daniel D. Johnson 001; Chris J. Maddison; Daniel Tarlow; Tamir Hazan (NeurIPS, 2021)

Latent Space Explanation by Intervention. - Itai Gat; Guy Lorberbom; Idan Schwartz; Tamir Hazan (AAAI, 2022)

Transplantation of Conversational Speaking Style with Interjections in Sequence-to-Sequence Speech Synthesis. - Raul Fernandez; David Haws; Guy Lorberbom; Slava Shechtman; Alexander Sorin (INTERSPEECH, 2022)

Layer Collaboration in the Forward-Forward Algorithm. - Guy Lorberbom; Itai Gat; Yossi Adi; Alexander G. Schwing; Tamir Hazan (AAAI, 2024)