publications

An up-to-date list is available on Google Scholar.

2024

  1. protein.png
    Systems and methods for generative design of custom biologics
    Thibault Marie Duplay, Lucas Zanini, Mohamed El Hibouri, and 8 more authors
    Nov 2024
    US Patent 2024/0371462 A1
    PATENT
  2. neurips_logo.avif
    Gaussian process bandits for top-k recommendations
    Mohit Yadav, Daniel Sheldon, and Cameron Musco
    In Conference on Neural Information Processing Systems (NeurIPS), Dec 2024
    PDF
  3. fast_kron.png
    Fast kronecker matrix-matrix multiplication on gpus
    Abhinav Jangda and Mohit Yadav
    In Proceedings of the 29th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming, Dec 2024
    Paper
  4. gaze.jpeg
    Spatio-Temporal Attention and Gaussian Processes for Personalized Video Gaze Estimation
    Swati Jindal, Mohit Yadav, and Roberto Manduchi
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, Jun 2024
    PDF

2022

  1. neurips_logo.avif
    Kernel Interpolation with Sparse Grids
    Mohit Yadav, Daniel Sheldon, and Cameron Musco
    In Conference on Neural Information Processing Systems (NeurIPS), Jun 2022
    Acceptance rate 25.6%
    Paper

2021

  1. interpolation.png
    Fast Kernel Interpolation for Gaussian Processes
    Mohit Yadav, Daniel Sheldon, and Cameron Musco
    In International Conference on Artificial Intelligence and Statistics (AISTATS), Apr 2021
    Oral presentation, top 3%, 48/1527
    PDF

2019

  1. naacl.png
    Unsupervised Latent Tree Induction with Deep Inside-Outside Recursive Autoencoders
    Andrew* Drozdov, Pat* Verga, Mohit* Yadav, and 2 more authors
    In Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), Jun 2019
    Oral presentation, top 9%, 91/1067
    arXiv PDF

2018

  1. ir.jpeg
    Methods and systems for searching logical patterns
    Ehtesham Hassan, Mohit Yadav, Puneet Agarwal, and 2 more authors
    Jun 2018
    US Patent 9,996,617
    PATENT

2017

  1. ib.jpg
    Information Bottleneck Inspired Method For Chat Text Segmentation
    S* Vishal, Mohit* Yadav, Lovekesh Vig, and 1 more author
    In International Joint Conference on Natural Language Processing (IJCNLP), Nov 2017
    PDF
  2. siamese.png
    Siamese Networks for Chromosome Classification
    Swati, Gaurav Gupta, Mohit Yadav, and 2 more authors
    In IEEE/CVF International Conference on Computer Vision (ICCV) Workshop, Oct 2017
    PDF
  3. phoneme.jpeg
    Deep Tri-phone Embedding improves Phoneme Recognition
    Mohit Yadav and Vivek Tyagi
    Oct 2017
    arXiv PDF
  4. transfer.png
    Learning and Knowledge Transfer with Memory Networks for Machine Comprehension
    Mohit Yadav, Lovekesh Vig, and Gautam Shroff
    In Annual Conference of the European Chapter of the Association for Computational Linguistics (EACL), Apr 2017
    PDF
  5. recurrent.jpeg
    Regularization and Learning an Ensemble of RNNs by Decorrelating Representations
    Mohit Yadav and Sakshi Agarwal
    In Conference on Artificial Intelligence (AAAI) Workshop on Crowdsourcing, Deep Learning, and AI Agents, Feb 2017
    Paper

2016

  1. diarization.png
    Group delay functions for Speaker Diarization
    Mohit Yadav, Anil K Sao, A D Dileep, and 1 more author
    In National conference on communications (NCC), Feb 2016
    PDF

2015

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    Searching for Logical Patterns in Multi-Sensor Data from the Industrial Internet
    Mohit Yadav, Ehtesham Hassan, Gautam Shroff, and 2 more authors
    In International Conference on Pattern Recognition and Machine Intelligence (PReMI), Dec 2015
    PDF
  2. differential.png
    ODE - Augmented Training Improves Anomaly Detection in Sensor Data from Machines
    Mohit Yadav, Pankaj Malhotra, Lovekesh Vig, and 2 more authors
    In NeurIPS Time Series Workshop, Dec 2015
    arXiv PDF

2014

  1. superresolution.webp
    Better guiding the guided range image filter for range-image super-resolution
    Mohit Yadav, Ram Garg, and Arnav Bhavsar
    In Proceedings of the Fifteenth Indian Conference on Computer Vision Graphics and Image Processing (ICVGIP), Dec 2014
    PDF