Publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2024

  1. AI Review
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    Link prediction for hypothesis generation: an active curriculum learning infused temporal graph-based approach
    Uchenna Akujuobi*, Priyadarshini Kumari, Jihun Choi, and 4 more authors
    In Artificial Intelligence Review, 2024
  2. BMVC
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    CosFairNet:A Parameter-Space based Approach for Bias Free Learning
    Rajeev Ranjan Dwivedi, Priyadarshini Kumari, and Vinod Kumar Kurmi
    In British Machine Vision Conference, 2024

2023

  1. NeurIPS XAIA
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    FRUNI and FTREE synthetic knowledge graphs for evaluating explainability
    Pablo Sanchez Martin, Tarek Besold, and Priyadarshini Kumari
    In NeurIPS 2023 Workshop XAIA, 2023
  2. Multimodal SIGKDD
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    Optimizing Learning Across Multimodal Transfer Features for Modeling Olfactory Perception
    Daniel Shin, Gao Pei, Priyadarshini Kumari, and 1 more author
    In International Workshop on Multimodal Learning at SIGKDD, 2023
  3. PLOS ONE
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    Perceptual metrics for odorants: learning from non-expert similarity feedback using machine learning
    Priyadarshini Kumari, Tarek Besold, and Michael Spranger
    In PLOS ONE, 2023
  4. PLOS ONE
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    Comparing molecular representations, e-nose signals, and other featurization, for learning to smell aroma molecules
    Tanoy Debnath, Samy Badreddine, Priyadarshini Kumari, and 1 more author
    In PLOS ONE, 2023

2022

  1. IEEE Haptics Symposium
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    Enhancing Haptic Distinguishability of Surface Materials With Boosting Technique
    Priyadarshini Kumari and Subhasis Chaudhuri
    In IEEE Haptics Symposium, 2022

2021

  1. ECML-PKDD
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    A Unified Batch Selection Policy for Active Metric Learning
    Priyadarshini Kumari, Siddhartha Chaudhuri, Vivek Borkar, and 1 more author
    In ECML-PKDD, 2021
  2. IJCAI
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    Batch decorrelation for active metric learning
    Priyadarshini Kumari, Ritesh Goru, Siddhartha Chaudhuri, and 1 more author
    In IJCAI, 2021

2019

  1. IEEE WHC
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    PerceptNet: Learning perceptual similarity of haptic textures in presence of unorderable triplets
    Priyadarshini Kumari, Siddhartha Chaudhuri, and Subhasis Chaudhuri
    In IEEE World Haptics Conference (WHC), 2019

2017

  1. Book
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    Cultural heritage objects: Bringing them alive through virtual touch
    Subhasis Chaudhuri and Priyadarshini Kumari
    In Digital Hampi: Preserving Indian Cultural Heritage, 2017

2016

  1. EuroHaptics
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    Haptic Rendering of Thin, Deformable Objects with Spatially Varying Stiffness
    Priyadarshini Kumari and Subhasis Chaudhuri
    In EuroHaptics, 2016

2014

  1. ACCVw
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    Combined hapto-visual and auditory rendering of cultural heritage objects
    Praseedha Krishnan Aniyath, Sreeni Kamalalayam Gopalan, Priyadarshini Kumari, and 1 more author
    In ACCVw, 2014

2013

  1. IEEE WHC
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    Scalable rendering of variable density point cloud data
    Priyadarshini Kumari, KG Sreeni, and Subhasis Chaudhuri
    In IEEE World Haptics Conference (WHC), 2013

2012

  1. EuroHaptics
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    Haptic rendering of cultural heritage objects at different scales
    KG Sreeni, Priyadarshini Kumari, AK Praseedha, and 1 more author
    In EuroHaptics, 2012