in reversed chronological order


  1. NeurIPS
    Flexible Diffusion Modeling of Long Videos
    Harvey, William, Naderiparizi, Saeid, Masrani, Vaden, Weilbach, Christian, and Wood, Frank
    Neural Information Processing Systems 2022
  2. TPAMI
    Beyond Simple Meta-Learning: Multi-purpose Models for Multi-Domain, Active and Continual Few-Shot Learning
    Bateni, Peyman, Barber, Jarred, Goyal, Raghav, Masrani, Vaden, van de Meent, Jan-Willem, Sigal, Leonid, and Wood, Frank
    In IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) Special Issue on Learning with Fewer Labels in Computer Vision (In Submission) 2022
  3. Frontiers
    Planning as Inference in Epidemiological Dynamics Models
    Wood, Frank, Warrington, Andrew, Naderiparizi, Saeid, Weilbach, Christian, Masrani, Vaden, Harvey, William, Ĺšcibior, Adam, Beronov, Boyan, Grefenstette, John, Campbell, Duncan, and Nasseri, S. Ali
    Frontiers in Artificial Intelligence 2022


  1. UAI
    q-Paths: Generalizing the Geometric Annealing Path using Power Means
    Masrani*, V., Brekelmans*, R., Bui, T., Nielsen, F., Galstyan, A., Ver Steeg, G., and Wood, F. and
    In 37th Conference on Uncertainty in Artificial Intelligence 2021


  1. NeurIPS
    Annealed Importance Sampling with q-Paths
    Brekelmans*, R., Masrani*, V., Thang, B., Wood, F., Galstyan, A., Ver Steeg, G., and Nielsen, F.
    In NeurIPS Workshop on Deep Learning through Information Geometry (Best Paper Award) 2020
  2. NeurIPS
    Gaussian Process Bandit Optimization of the Thermodynamic Variational Objective
    Neural Information Processing Systems 2020
  3. ICML
    All in the Exponential Family: Bregman Duality in Thermodynamic Variational Inference
    Brekelmans*, R., Masrani*, V., Wood, F., Ver Steeg, G., and Galstyan, A.
    International Conference On Machine Learning 2020
  4. Planning as Inference in Epidemiological Models
    Wood, F., Warrington, A., Naderiparizi, S., Weilbach, C., Masrani, V., Harvey, W., Scibior, A., Beronov, B., and Nasseri, A.
    arXiv preprint 2020


  1. CVPR
    Improved Few-Shot Visual Classification
    Bateni, P., Goyal, R., Masrani, V., Wood, F., and Sigal, L.
    Conference on Computer Vision and Pattern Recognition 2019
  2. NeurIPS
    The Thermodynamic Variational Objective
    Masrani, V., Le, Tuan Anh, and Wood, F.
    Neural Information Processing Systems 2019


  1. Detecting dementia from written and spoken language
    Masrani, V.


  1. CCAI
    Domain adaptation for detecting mild cognitive impairment
    Masrani, V., Murray, G., Field, T., and Carenini, G.
    In Canadian Conference on Artificial Intelligence 2017
  2. ACL
    Detecting dementia through retrospective analysis of routine blog posts by bloggers with dementia
    Masrani, V., Murray, G., Field, T., and Carenini, G.
    In BioNLP 2017 2017
  3. ACL
    Generating and Evaluating Summaries for Partial Email Threads: Conversational Bayesian Surprise and Silver Standards
    Johnson, J., Masrani, V., Carenini, G., and Ng, R.
    In Proceedings of the 18th Annual SIGdial Meeting on Discourse and Dialogue 2017
  4. IEEE
    A study of social interactions in open source component use
    Palyart, M., Murphy, G., and Masrani, V.
    IEEE Transactions on Software Engineering 2017
  5. Improving Diagnostic Accuracy Of Alzheimer’s Disease From Speech Analysis Using Markers Of Hemispatial Neglect
    Field, Thalia S, Masrani, V., Murray, G., and Carenini, G.
    Alzheimer’s & Dementia: The Journal of the Alzheimer’s Association 2017