Vaden Masrani

According to our database, Vaden Masrani authored at least 19 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

GOLD: Generalized Knowledge Distillation via Out-of-Distribution-Guided Language Data Generation.

Mohsen Gholami, Mohammad Akbari, Cindy Hu, Vaden Masrani, Z. Jane Wang, Yong Zhang

CoRR, 2024

GOLD: Generalized Knowledge Distillation via Out-of-Distribution-Guided Language Data Generation.

Mohsen Gholami, Mohammad Akbari, Tianxi Hu, Vaden Masrani, Z. Wang, Yong Zhang

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

2022

Beyond Simple Meta-Learning: Multi-Purpose Models for Multi-Domain, Active and Continual Few-Shot Learning.

Peyman Bateni, Jarred Barber, Raghav Goyal, Vaden Masrani, Jan-Willem van de Meent, Leonid Sigal, Frank Wood

CoRR, 2022

Flexible Diffusion Modeling of Long Videos.

William Harvey, Saeid Naderiparizi, Vaden Masrani, Christian Weilbach, Frank Wood

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Planning as Inference in Epidemiological Dynamics Models.

Frank Wood, Andrew Warrington, Saeid Naderiparizi, Christian Weilbach, Vaden Masrani, William Harvey, Adam Scibior, Boyan Beronov, John Grefenstette, Duncan Campbell, Seyed Ali Nasseri

Frontiers Artif. Intell., 2021

Proof of the impossibility of probabilistic induction.

Vaden Masrani

CoRR, 2021

Differentiable Particle Filtering without Modifying the Forward Pass.

Adam Scibior, Vaden Masrani, Frank Wood

CoRR, 2021

q-Paths: Generalizing the geometric annealing path using power means.

Vaden Masrani, Rob Brekelmans, Thang Bui, Frank Nielsen, Aram Galstyan, Greg Ver Steeg, Frank Wood

Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021

2020

Annealed Importance Sampling with q-Paths.

Rob Brekelmans, Vaden Masrani, Thang Bui, Frank Wood, Aram Galstyan, Greg Ver Steeg, Frank Nielsen

CoRR, 2020

Gaussian Process Bandit Optimization of theThermodynamic Variational Objective.

Vu Nguyen, Vaden Masrani, Rob Brekelmans, Michael A. Osborne, Frank Wood

CoRR, 2020

Planning as Inference in Epidemiological Models.

Frank Wood, Andrew Warrington, Saeid Naderiparizi, Christian Weilbach, Vaden Masrani, William Harvey, Adam Scibior, Boyan Beronov, Seyed Ali Nasseri

CoRR, 2020

Gaussian Process Bandit Optimization of the Thermodynamic Variational Objective.

Vu Nguyen, Vaden Masrani, Rob Brekelmans, Michael A. Osborne, Frank Wood

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

All in the Exponential Family: Bregman Duality in Thermodynamic Variational Inference.

Rob Brekelmans, Vaden Masrani, Frank Wood, Greg Ver Steeg, Aram Galstyan

Proceedings of the 37th International Conference on Machine Learning, 2020

Improved Few-Shot Visual Classification.

Peyman Bateni, Raghav Goyal, Vaden Masrani, Frank Wood, Leonid Sigal

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

The Thermodynamic Variational Objective.

Vaden Masrani, Tuan Anh Le, Frank Wood

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

A Study of Social Interactions in Open Source Component Use.

Marc Palyart, Gail C. Murphy, Vaden Masrani

IEEE Trans. Software Eng., 2018

2017

Generating and Evaluating Summaries for Partial Email Threads: Conversational Bayesian Surprise and Silver Standards.

Jordon Johnson, Vaden Masrani, Giuseppe Carenini, Raymond T. Ng

Proceedings of the 18th Annual SIGdial Meeting on Discourse and Dialogue, 2017

Detecting Dementia through Retrospective Analysis of Routine Blog Posts by Bloggers with Dementia.

Vaden Masrani, Gabriel Murray, Thalia Shoshana Field, Giuseppe Carenini

Proceedings of the BioNLP 2017, Vancouver, Canada, August 4, 2017, 2017

Domain Adaptation for Detecting Mild Cognitive Impairment.

Vaden Masrani, Gabriel Murray, Thalia Shoshana Field, Giuseppe Carenini

Proceedings of the Advances in Artificial Intelligence, 2017