publications

2024

1. 

   Improving Planning With Large Language Models: A Modular Agentic Architecture

   Shanka Subhra Mondal^*, Taylor W. Webb^*, and Ida Momennejad

   arXiv, 2024

   PDF

2. 

   Slot Abstractors: Toward Scalable Abstract Visual Reasoning

   Shanka Subhra Mondal, Jonathan D. Cohen, and Taylor W. Webb

   ICML, 2024

   PDF

2023

1. 

   Determinantal point process attention over grid cell code supports out of distribution generalization

   Shanka Subhra Mondal, Steven M. Frankland, Taylor W. Webb, and 1 more author

   eLife, 2023

   PDF

2. 

   Systematic Visual Reasoning through Object-Centric Relational Abstraction

   Shanka Subhra Mondal^*, Taylor W. Webb^*, and Jonathan D. Cohen

   NeurIPS, 2023

   PDF

3. 

   Learning to reason over visual objects

   Shanka Subhra Mondal^*, Taylor W. Webb^*, and Jonathan D. Cohen

   ICLR, 2023

   PDF

2021

1. 

   Scheduling of time-varying workloads using reinforcement learning

   Shanka Subhra Mondal^*, Nikhil Sheoran^*, and Subrata Mitra

   AAAI, 2021

   PDF

2019

1. 

   Kinship verification using deep siamese convolutional neural network

   Abhilash Nandy, and Shanka Subhra Mondal

   IEEE International Conference on Automatic Face and Gesture Recognition Workshop, 2019

   PDF
2. Deepplace: Learning to place applications in multi-tenant clusters

   Subrata Mitra, Shanka Subhra Mondal, Nikhil Sheoran, and 3 more authors

   ACM SIGOPS Asia-Pacific Workshop on Systems, 2019

2018

1. 

   Multitask learning of temporal connectionism in convolutional networks using a joint distribution loss function to simultaneously identify tools and phase in surgical videos

   Shanka Subhra Mondal, Rachana Sathish, and Debdoot Sheet

   MedImage Workshop at Indian Conference on Computer Vision, Graphics and Image Processing, 2018

   PDF