publications

pre-pub

  1. semantic_spaces.png
    Mapping a low-dimensional space of color-concept associations
    (in prep)
    Kushin Mukherjee, Timothy T Rogers, Laurent Lessard, Michael Gleicher, and Karen B Schloss
    Poster

2024

  1. mukherjee_nrp_2024.png
    Shaping vision through drawing
    Kushin Mukherjee
    Nature Reviews Psychology (Journal Club), 2024
    PDF
  2. verma_cogsci_2024.png
    Evaluating human and machine understanding of data visualizations
    Arnav Verma, Kushin Mukherjee, Christopher Potts, Elisa Kreiss, and Judith E Fan
    Proceedings of the 46th Annual Conference of the Cognitive Science Society, 2024
    PDF
  3. mukherjee_iclr_2024.png
    The role of shared labels and experiences in representational alignment
    Kushin Mukherjee, Siddharth Suresh, Xizheng Yu, and Gary Lupyan
    ICLR 2024 Workshop on Representational Alignment, 2024
    PDF
  4. suresh_iclr_2024.png
    Categories vs semantic features: What shape the similarities people discern in photographs of objects?
    Siddharth Suresh, Wei-Chun Huang, Kushin Mukherjee, and Timothy T Rogers
    ICLR 2024 Workshop on Representational Alignment, 2024
    PDF
  5. mukherjee2023using_preview.png
    Using drawings and deep neural networks to characterize the building blocks of human visual similarity
    Kushin Mukherjee, and Timothy T Rogers
    Memory and Cognition, 2024
    PDF

2023

  1. color_semantics.png
    Color semantics for visual communication
    Karen B Schloss, Melissa A Schoenlein, and Kushin Mukherjee
    In R. B. D. A. Szafir, M. Chen, D. J. Edward, B. Fisher, & L. M. Padilla (Ed.), Visualization Psychology. Springer, 2023
  2. suresh_arxiv_2023.png
    Conceptual structure coheres in human cognition but not in large language models
    Siddharth Suresh, Kushin Mukherjee, Xizheng Yu, Wei-Chun Huang, Lisa Padua, and Timothy T Rogers
    Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
    PDF
  3. mukherjee_neurips_2023.png
    SEVA: Leveraging sketches to evaluate alignment between human and machine visual abstraction
    Kushin Mukherjee, Holly Huey, Xuanchen Lu, Yael Vinker, Ariel Shamir, and Judith E Fan
    Advances in Neural Information Processing Systems (NeurIPS), Datasets and Benchmarks Track, 2023
    PDF
  4. mukherjee_ccn_2023.png
    Leveraging Artificial Neural Networks to Enhance Diagnostic Efficiency in Autism Spectrum Disorder: A Study on Facial Emotion Recognition
    Kushin Mukherjee, Na Yeon Kim, Shirin Taghian Alamooti, Ralph Adolphs, and Kohitij Kar
    Conference on Cognitive Computational Neuroscience, 2023
    PDF
  5. mukherjee_iclrtiny_2023.png
    Human-machine cooperation for semantic feature listing
    Kushin Mukherjee, Siddharth Suresh, and Timothy T Rogers
    ICLR TinyPapers Track, 2023
    PDF
  6. suresh_iclrtiny_2023.png
    Semantic feature verification in FLAN-T5
    Siddharth Suresh, Kushin Mukherjee, and Timothy T Rogers
    ICLR TinyPapers Track, 2023
    PDF
  7. vab_cogsci.png
    Evaluating machine comprehension of sketch meaning at different levels of abstraction
    Kushin Mukherjee, Xuanchen Lu, Holly Huey, Yael Vinker, Ariel Shamir, and Judith E Fan
    Proceedings of the 45th Annual Conference of the Cognitive Science Society, 2023
    PDF

2021

  1. sem_disc.png
    Context matters: A theory of semantic discriminability for perceptual encoding systems
    Best Paper Honorable Mention
    Kushin Mukherjee, Brian Yin, Brianne E Sherman, Laurent Lessard, and Karen B Schloss
    IEEE Transactions on Visualization and Computer Graphics, 2021
    PDF

2020

  1. taskstructure_sketch.png
    How does task structure shape representations in deep neural networks?
    Kushin Mukherjee, and Timothy T Rogers
    NeurIPS Workshop on Shared Visual Representations in Humans and Machines, 2020
    PDF

2019

  1. semantic_parts.png
    Communicating semantic part information in drawings.
    Kushin Mukherjee, Robert D Hawkins, and Judith E Fan
    Proceedings of the 41st Annual Conference of the Cognitive Science Society, 2019
    PDF