publications

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

2024

  1. WACV24
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    TriPlaneNet: An Encoder for EG3D Inversion
    Ananta R. Bhattarai, Matthias Nießner, and Artem Sevastopolsky
    IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024
    arXiv HTML Video Code
  2. ICML24
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    Provably Better Explanations with Optimized Aggregation of Feature Attributions
    Thomas Decker, Ananta R. Bhattarai, Jindong Gu, Volker Tresp, and Florian Buettner
    International Conference on Machine Learning (ICML), 2024
    arXiv Code

2023

  1. SAFECOMP23
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    Towards Scenario-Based Safety Validation for Autonomous Trains with Deep Generative Models
    Thomas Decker, Ananta R. Bhattarai, and Michael Lebacher
    International Conference on Computer Safety, Reliability, and Security (SAFECOMP), 2023
    arXiv

2021

  1. AAAI21
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    Combining Programmable Potentials and Neural Networks for Materials Problems
    Ryan Mohr, Allan Avila, Soham Gosh, Ananta Bhattarai, Muqiao Yang, and 5 more authors
    AAAI Spring Symposium: MLPS, 2021
    PDF