Rohan Ghosh

According to our database1, Rohan Ghosh authored at least 30 papers between 2014 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Links

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Bibliography

2024
Multi-Task Generalizable Communication: Beyond the Information Bottleneck.
Proceedings of the IEEE International Conference on Communications, 2024

2023
Optimizing Learning Rate Schedules for Iterative Pruning of Deep Neural Networks.
Trans. Mach. Learn. Res., 2023

AP: Selective Activation for De-sparsifying Pruned Networks.
Trans. Mach. Learn. Res., 2023

Pointwise Sliced Mutual Information for Neural Network Explainability.
Proceedings of the IEEE International Symposium on Information Theory, 2023

Using Sliced Mutual Information to Study Memorization and Generalization in Deep Neural Networks.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

Local Intrinsic Dimensional Entropy.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
AP: Selective Activation for De-sparsifying Pruned Neural Networks.
CoRR, 2022

Towards Better Long-range Time Series Forecasting using Generative Forecasting.
CoRR, 2022

Understanding Deep Neural Networks Using Sliced Mutual Information.
Proceedings of the IEEE International Symposium on Information Theory, 2022

2021
Achieving Low Complexity Neural Decoders via Iterative Pruning.
CoRR, 2021

Network-to-Network Regularization: Enforcing Occam's Razor to Improve Generalization.
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.
Neurocomputing, 2020

2019
Investigating Convolutional Neural Networks using Spatial Orderness.
CoRR, 2019

Scale Steerable Filters for Locally Scale-Invariant Convolutional Neural Networks.
CoRR, 2019

Spatiotemporal Filtering for Event-Based Action Recognition.
CoRR, 2019

Spatiotemporal Feature Learning for Event-Based Vision.
CoRR, 2019

Neuromorphic vision and tactile fusion for upper limb prosthesis control.
Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019

Investigating Convolutional Neural Networks using Spatial Orderness.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Exploring Local Transformation Shared Weights in Convolutional Neural Networks.
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.
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.
Proceedings of the Computational Intelligence, Communications, and Business Analytics, 2018

2016
Pose-Invariant Object Recognition for Event-Based Vision with Slow-ELM.
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.
Proceedings of the 6th IEEE International Conference on Biomedical Robotics and Biomechatronics, 2016

Real-time robot tracking and following with neuromorphic vision sensor.
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.
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.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2016

2015
Stable force-myographic control of a prosthetic hand using incremental learning.
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.
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.
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.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2014


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