Chinmay Rane

According to our database, Chinmay Rane authored at least 8 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Optimizing performance of feedforward and convolutional neural networks through dynamic activation functions.

Chinmay Rane, Kanishka Tyagi, Adrienne Kline, Tushar Chugh, Michael T. Manry

Evol. Intell., 2024

Making Sigmoid-MSE Great Again: Output Reset Challenges Softmax Cross-Entropy in Neural Network Classification.

Kanishka Tyagi, Chinmay Rane, Ketaki Vaidya, Jeshwanth Challagundla, Soumitro Swapan Auddy, Michael T. Manry

CoRR, 2024

Dynamic Activations for Neural Net Training.

Chinmay Rane, Kanishka Tyagi, Tushar Chugh, Nirmala Murali

Proceedings of the Second Tiny Papers Track at ICLR 2024, 2024

2023

Optimizing Performance of Feedforward and Convolutional Neural Networks through Dynamic Activation Functions.

Chinmay Rane, Kanishka Tyagi, Michael T. Manry

CoRR, 2023

Optimal Input Gain: All You Need to Supercharge a Feed-Forward Neural Network.

Chinmay Rane, Kanishka Tyagi, Sanjeev S. Malalur, Yash Shinge, Michael T. Manry

CoRR, 2023

2021

A novel attention fusion network-based framework to ensemble the predictions of CNNs for lymph node metastasis detection.

Chinmay Rane, Raj Mehrotra, Shubham Bhattacharyya, Mukta Sharma, Mahua Bhattacharya

J. Supercomput., 2021

Multistage Newton's Approach for Training Radial Basis Function Neural Networks.

Kanishka Tyagi, Chinmay Rane, Bito Irie, Michael T. Manry

SN Comput. Sci., 2021

Improving Neural Text Style Transfer by Introducing Loss Function Sequentiality.

Chinmay Rane, Gaël Dias, Alexis Lechervy, Asif Ekbal

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021