Amirmohammad Rooshenas

17 papers A* 4A 2Journal 8Unranked 3
YearRankTypeTitle / Venue / Authors
2024 J jnl
Revising Multimodal VAEs with Diffusion Decoders.
CoRR
Daniel Wesego, Amirmohammad Rooshenas
2023 J jnl
Score-Based Multimodal Autoencoders.
CoRR
Daniel Wesego, Amirmohammad Rooshenas
2021 — conf
Energy-Based Reranking: Improving Neural Machine Translation Using Energy-Based Models.
ACL/IJCNLP (1)
Sumanta Bhattacharyya, Amirmohammad Rooshenas, Subhajit Naskar, Simeng Sun, Mohit Iyyer, Andrew McCallum
2020 A* conf
Differential Equation Units: Learning Functional Forms of Activation Functions from Data.
AAAI
MohamadAli Torkamani, Shiv Shankar, Amirmohammad Rooshenas, Phillip Wallis
2020 J jnl
Energy-Based Reranking: Improving Neural Machine Translation Using Energy-Based Models.
CoRR
Subhajit Naskar, Amirmohammad Rooshenas, Simeng Sun, Mohit Iyyer, Andrew McCallum
2019 J jnl
Differential Equation Units: Learning Functional Forms of Activation Functions from Data.
CoRR
MohamadAli Torkamani, Shiv Shankar, Amirmohammad Rooshenas, Phillip Wallis
2019 J jnl
Learning Compact Neural Networks Using Ordinary Differential Equations as Activation Functions.
CoRR
MohamadAli Torkamani, Phillip Wallis, Shiv Shankar, Amirmohammad Rooshenas
2019 A* conf
Search-Guided, Lightly-Supervised Training of Structured Prediction Energy Networks.
NeurIPS
Amirmohammad Rooshenas, Dongxu Zhang, Gopal Sharma, Andrew McCallum
2018 J jnl
Search-Guided, Lightly-supervised Training of Structured Prediction Energy Networks.
CoRR
Amirmohammad Rooshenas, Dongxu Zhang, Gopal Sharma, Andrew McCallum
2018 — conf
Training Structured Prediction Energy Networks with Indirect Supervision.
NAACL-HLT (2)
Amirmohammad Rooshenas, Aishwarya Kamath, Andrew McCallum
2016 A* conf
Discriminative Structure Learning of Arithmetic Circuits.
AAAI
Amirmohammad Rooshenas, Daniel Lowd
2016 A conf
Discriminative Structure Learning of Arithmetic Circuits.
AISTATS
Amirmohammad Rooshenas, Daniel Lowd
2015 J jnl
The Libra Toolkit for Probabilistic Models.
CoRR
Daniel Lowd, Amirmohammad Rooshenas
2015 J jnl
The Libra toolkit for probabilistic models.
J. Mach. Learn. Res.
Daniel Lowd, Amirmohammad Rooshenas
2014 A* conf
Learning Sum-Product Networks with Direct and Indirect Variable Interactions.
ICML
Amirmohammad Rooshenas, Daniel Lowd
2013 A conf
Learning Markov Networks With Arithmetic Circuits.
AISTATS
Daniel Lowd, Amirmohammad Rooshenas
2013 — conf
Learning Tractable Graphical Models Using Mixture of Arithmetic Circuits.
AAAI (Late-Breaking Developments)
Amirmohammad Rooshenas, Daniel Lowd