publications

pre-pub

  1. mukherjee2023using_preview.png
    Using drawings and deep neural networks to characterize the building blocks of human visual similarity
    (under revision)
    Kushin Mukherjee, and Timothy T Rogers
  2. semantic_spaces.png
    Mapping a low-dimensional space of color-concept associations
    (in prep)
  3. color_semantics.png
    Color semantics for visual communication
    (in press)
    Karen B SchlossMelissa A Schoenlein, and Kushin Mukherjee

2023

  1. suresh_arxiv_2023.png
    Conceptual structure coheres in human cognition but not in large language models
    Siddharth SureshKushin 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
  2. mukherjee_neurips_2023.png
    SEVA: Leveraging sketches to evaluate alignment between human and machine visual abstraction
    Kushin MukherjeeHolly HueyXuanchen LuYael VinkerAriel Shamir, and Judith E Fan
    Advances in Neural Information Processing Systems (NeurIPS), Datasets and Benchmarks Track, 2023
  3. mukherjee_ccn_2023.png
    Leveraging Artificial Neural Networks to Enhance Diagnostic Efficiency in Autism Spectrum Disorder: A Study on Facial Emotion Recognition
    Kushin MukherjeeNa Yeon Kim, Shirin Taghian Alamooti, Ralph Adolphs, and Kohitij Kar
    Conference on Cognitive Computational Neuroscience, 2023
  4. mukherjee_iclrtiny_2023.png
    Human-machine cooperation for semantic feature listing
    Kushin MukherjeeSiddharth Suresh, and Timothy T Rogers
    ICLR TinyPapers Track, 2023
  5. suresh_iclrtiny_2023.png
    Semantic feature verification in FLAN-T5
    Siddharth SureshKushin Mukherjee, and Timothy T Rogers
    ICLR TinyPapers Track, 2023
  6. vab_cogsci.png
    Evaluating machine comprehension of sketch meaning at different levels of abstraction
    Kushin MukherjeeXuanchen LuHolly HueyYael VinkerAriel Shamir, and Judith E Fan
    Proceedings of the 45th Annual Conference of the Cognitive Science Society, 2023

2021

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

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

2019

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