Rohan Ghosh

According to our database, Rohan Ghosh authored at least 30 papers between 2014 and 2024.

Collaborative distances:

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

2024

Multi-Task Generalizable Communication: Beyond the Information Bottleneck.

Cheuk Ting Leung, Rohan Ghosh, Mehul Motani

Proceedings of the IEEE International Conference on Communications, 2024

2023

Optimizing Learning Rate Schedules for Iterative Pruning of Deep Neural Networks.

Shiyu Liu, Rohan Ghosh, Chong Min John Tan, Mehul Motani

Trans. Mach. Learn. Res., 2023

AP: Selective Activation for De-sparsifying Pruned Networks.

Shiyu Liu, Rohan Ghosh, Mehul Motani

Trans. Mach. Learn. Res., 2023

Pointwise Sliced Mutual Information for Neural Network Explainability.

Shelvia Wongso, Rohan Ghosh, Mehul Motani

Proceedings of the IEEE International Symposium on Information Theory, 2023

Using Sliced Mutual Information to Study Memorization and Generalization in Deep Neural Networks.

Shelvia Wongso, Rohan Ghosh, Mehul Motani

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

Local Intrinsic Dimensional Entropy.

Rohan Ghosh, Mehul Motani

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

AP: Selective Activation for De-sparsifying Pruned Neural Networks.

Shiyu Liu, Rohan Ghosh, Dylan Tan, Mehul Motani

CoRR, 2022

Towards Better Long-range Time Series Forecasting using Generative Forecasting.

Shiyu Liu, Rohan Ghosh, Mehul Motani

CoRR, 2022

Understanding Deep Neural Networks Using Sliced Mutual Information.

Shelvia Wongso, Rohan Ghosh, Mehul Motani

Proceedings of the IEEE International Symposium on Information Theory, 2022

2021

Achieving Low Complexity Neural Decoders via Iterative Pruning.

Vikrant Malik, Rohan Ghosh, Mehul Motani

CoRR, 2021

Network-to-Network Regularization: Enforcing Occam's Razor to Improve Generalization.

Rohan Ghosh, Mehul Motani

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Neuromorphic approach to tactile edge orientation estimation using spatiotemporal similarity.

Deepesh Kumar, Rohan Ghosh, Andrei Nakagawa Silva, Alcimar B. Soares, Nitish V. Thakor

Neurocomputing, 2020

2019

Investigating Convolutional Neural Networks using Spatial Orderness.

Rohan Ghosh, Anupam K. Gupta

CoRR, 2019

Scale Steerable Filters for Locally Scale-Invariant Convolutional Neural Networks.

Rohan Ghosh, Anupam K. Gupta

CoRR, 2019

Spatiotemporal Filtering for Event-Based Action Recognition.

Rohan Ghosh, Anupam Gupta, Andrei Nakagawa Silva, Alcimar Soares, Nitish V. Thakor

CoRR, 2019

Spatiotemporal Feature Learning for Event-Based Vision.

Rohan Ghosh, Anupam K. Gupta, Siyi Tang, Alcimar Soares, Nitish V. Thakor

CoRR, 2019

Neuromorphic vision and tactile fusion for upper limb prosthesis control.

Mark Hays, Luke Osborn, Rohan Ghosh, Mark M. Iskarous, Christopher L. Hunt, Nitish V. Thakor

Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019

Investigating Convolutional Neural Networks using Spatial Orderness.

Rohan Ghosh, Anupam K. Gupta, Mehul Motani

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Exploring Local Transformation Shared Weights in Convolutional Neural Networks.

Rohan Ghosh, Anupam K. Gupta

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019

2018

A Neuromorphic Approach to Tactile Texture Recognition.

Anupam K. Gupta, Rohan Ghosh, Aravindh Natarajan Swaminathan, Balakrishna Deverakonda, Godwin Ponraj, Alcimar B. Soares, Nitish V. Thakor

Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2018

A Propose System of an Efficient Power Regeneration Technique in Automobile Using Arduino UNO.

Debabrata Chowdhury, Sudipta Paul, Rohan Ghosh, Anusree Kundu, Tamoghna Ghosh

Proceedings of the Computational Intelligence, Communications, and Business Analytics, 2018

2016

Pose-Invariant Object Recognition for Event-Based Vision with Slow-ELM.

Rohan Ghosh, Siyi Tang, Mahdi Rasouli, Nitish V. Thakor, Sunil L. Kukreja

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016

Design and preliminary evaluation of haptic devices for upper limb stimulation and integration within a virtual reality cave.

Francesca Sorgini, Rohan Ghosh, Justus F. Hübotter, Renato Caliò, Carmen Galassi, Calogero Maria Oddo, Sunil L. Kukreja

Proceedings of the 6th IEEE International Conference on Biomedical Robotics and Biomechatronics, 2016

Real-time robot tracking and following with neuromorphic vision sensor.

Abhishek Mishra, Rohan Ghosh, Ashish Goyal, Nitish V. Thakor, Sunil L. Kukreja

Proceedings of the 6th IEEE International Conference on Biomedical Robotics and Biomechatronics, 2016

Live demonstration: Real-time orientation estimation and grasping of household objects for upper limb prostheses with a dynamic vision sensor.

Siyi Tang, Rohan Ghosh, Nitish V. Thakor, Sunil L. Kukreja

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2016

Orientation estimation and grasp type detection of household objects for upper limb prostheses with dynamic vision sensor.

Siyi Tang, Rohan Ghosh, Nitish V. Thakor, Sunil L. Kukreja

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2016

2015

Stable force-myographic control of a prosthetic hand using incremental learning.

Mahdi Rasouli, Rohan Ghosh, Wang Wei Lee, Nitish V. Thakor, Sunil L. Kukreja

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

Depth estimation and object recognition in dark environments using ATIS.

Rohan Ghosh, Abhishek Mishra, Haoyong Yu, Nitish V. Thakor

Proceedings of the 13th International Conference on Control Automation Robotics & Vision, 2014

A neurally inspired robotic control algorithm for gait rehabilitation in hemiplegic stroke patients.

Abhishek Mishra, Rohan Ghosh, Martina Coscia, Sunil L. Kukreja, Carmelo Chisari, Silvestro Micera, Haoyong Yu, Nitish V. Thakor

Proceedings of the 5th IEEE RAS/EMBS International Conference on Biomedical Robotics and Biomechatronics, 2014

Real-time object recognition and orientation estimation using an event-based camera and CNN.

Rohan Ghosh, Abhishek Mishra, Garrick Orchard, Nitish V. Thakor

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2014