Search Results for author: Manish Sharma

Found 4 papers, 0 papers with code

Convolutional Neural Network Compression via Dynamic Parameter Rank Pruning

no code implementations15 Jan 2024 Manish Sharma, Jamison Heard, Eli Saber, Panos P. Markopoulos

To address these issues, we propose an efficient training method for CNN compression via dynamic parameter rank pruning.

Neural Network Compression

Tensor Factorization for Leveraging Cross-Modal Knowledge in Data-Constrained Infrared Object Detection

no code implementations28 Sep 2023 Manish Sharma, Moitreya Chatterjee, Kuan-Chuan Peng, Suhas Lohit, Michael Jones

We first pretrain these factor matrices on the RGB modality, for which plenty of training data are assumed to exist and then augment only a few trainable parameters for training on the IR modality to avoid over-fitting, while encouraging them to capture complementary cues from those trained only on the RGB modality.

object-detection Object Detection +1

A Correspondence Analysis Framework for Author-Conference Recommendations

no code implementations8 Jan 2020 Rahul Radhakrishnan Iyer, Manish Sharma, Vijaya Saradhi

Often, established scientists and especially newbies are caught up in the dilemma of choosing an appropriate conference to get their work through.

Collaborative Filtering Dimensionality Reduction

Wearable Audio and IMU Based Shot Detection in Racquet Sports

no code implementations14 May 2018 Manish Sharma, Akash Anand, Rupika Srivastava, Lakshmi Kaligounder

Wearables like smartwatches which are embedded with sensors and powerful processors, provide a strong platform for development of analytics solutions in sports domain.

Cannot find the paper you are looking for? You can Submit a new open access paper.