Rohan Ghosh

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 28

Top Topics

Delta Bar Delta

Mutual Information

Texture Recognition

Top Venues

Publications

Shiyu Liu, Rohan Ghosh, Mehul Motani
AP: Selective Activation for De-sparsifying Pruned Networks. Trans. Mach. Learn. Res. 2023 (2023)
Shiyu Liu, Rohan Ghosh, Chong Min John Tan, Mehul Motani
Optimizing Learning Rate Schedules for Iterative Pruning of Deep Neural Networks. Trans. Mach. Learn. Res. 2023 (2023)
Shelvia Wongso, Rohan Ghosh, Mehul Motani
Using Sliced Mutual Information to Study Memorization and Generalization in Deep Neural Networks. AISTATS (2023)
Rohan Ghosh, Mehul Motani
Local Intrinsic Dimensional Entropy. AAAI (2023)
Shelvia Wongso, Rohan Ghosh, Mehul Motani
Pointwise Sliced Mutual Information for Neural Network Explainability. ISIT (2023)
Rohan Ghosh, Mehul Motani
Local Intrinsic Dimensional Entropy. CoRR (2023)
Shiyu Liu, Rohan Ghosh, Dylan Tan, Mehul Motani
AP: Selective Activation for De-sparsifying Pruned Neural Networks. CoRR (2022)
Shelvia Wongso, Rohan Ghosh, Mehul Motani
Understanding Deep Neural Networks Using Sliced Mutual Information. ISIT (2022)
Shiyu Liu, Rohan Ghosh, Chong Min John Tan, Mehul Motani
Optimizing Learning Rate Schedules for Iterative Pruning of Deep Neural Networks. CoRR (2022)
Shiyu Liu, Rohan Ghosh, Mehul Motani
Towards Better Long-range Time Series Forecasting using Generative Forecasting. CoRR (2022)
Rohan Ghosh, Mehul Motani
Network-to-Network Regularization: Enforcing Occam's Razor to Improve Generalization. NeurIPS (2021)
Vikrant Malik, Rohan Ghosh, Mehul Motani
Achieving Low Complexity Neural Decoders via Iterative Pruning. CoRR (2021)
Deepesh Kumar, Rohan Ghosh, Andrei Nakagawa Silva, Alcimar B. Soares, Nitish V. Thakor
Neuromorphic approach to tactile edge orientation estimation using spatiotemporal similarity. Neurocomputing 407 (2020)
Mark Hays, Luke Osborn, Rohan Ghosh, Mark M. Iskarous, Christopher L. Hunt, Nitish V. Thakor
Neuromorphic vision and tactile fusion for upper limb prosthesis control. NER (2019)
Rohan Ghosh, Anupam K. Gupta, Siyi Tang, Alcimar Soares, Nitish V. Thakor
Spatiotemporal Feature Learning for Event-Based Vision. CoRR (2019)
Rohan Ghosh, Anupam Gupta, Andrei Nakagawa Silva, Alcimar Soares, Nitish V. Thakor
Spatiotemporal Filtering for Event-Based Action Recognition. CoRR (2019)
Rohan Ghosh, Anupam K. Gupta
Investigating Convolutional Neural Networks using Spatial Orderness. CoRR (2019)
Rohan Ghosh, Anupam K. Gupta
Exploring Local Transformation Shared Weights in Convolutional Neural Networks. ICANN (Workshop) (2019)
Rohan Ghosh, Anupam K. Gupta
Scale Steerable Filters for Locally Scale-Invariant Convolutional Neural Networks. CoRR (2019)
Rohan Ghosh, Anupam K. Gupta, Mehul Motani
Investigating Convolutional Neural Networks using Spatial Orderness. ICCV Workshops (2019)
Rohan Ghosh, Siyi Tang, Mahdi Rasouli, Nitish V. Thakor, Sunil L. Kukreja
Pose-Invariant Object Recognition for Event-Based Vision with Slow-ELM. CoRR (2019)
Debabrata Chowdhury, Sudipta Paul, Rohan Ghosh, Anusree Kundu, Tamoghna Ghosh
A Propose System of an Efficient Power Regeneration Technique in Automobile Using Arduino UNO. CICBA (1) (2018)
Anupam K. Gupta, Rohan Ghosh, Aravindh Natarajan Swaminathan, Balakrishna Deverakonda, Godwin Ponraj, Alcimar B. Soares, Nitish V. Thakor
A Neuromorphic Approach to Tactile Texture Recognition. ROBIO (2018)
Siyi Tang, Rohan Ghosh, Nitish V. Thakor, Sunil L. Kukreja
Orientation estimation and grasp type detection of household objects for upper limb prostheses with dynamic vision sensor. BioCAS (2016)
Francesca Sorgini, Rohan Ghosh, Justus F. Huebotter, Renato Caliò, Carmen Galassi, Calogero Maria Oddo, Sunil L. Kukreja
Design and preliminary evaluation of haptic devices for upper limb stimulation and integration within a virtual reality cave. BioRob (2016)
Abhishek Mishra, Rohan Ghosh, Ashish Goyal, Nitish V. Thakor, Sunil L. Kukreja
Real-time robot tracking and following with neuromorphic vision sensor. BioRob (2016)
Siyi Tang, Rohan Ghosh, Nitish V. Thakor, Sunil L. Kukreja
Live demonstration: Real-time orientation estimation and grasping of household objects for upper limb prostheses with a dynamic vision sensor. BioCAS (2016)
Rohan Ghosh, Siyi Tang, Mahdi Rasouli, Nitish V. Thakor, Sunil L. Kukreja
Pose-Invariant Object Recognition for Event-Based Vision with Slow-ELM. ICANN (2) (2016)
Mahdi Rasouli, Rohan Ghosh, Wang Wei Lee, Nitish V. Thakor, Sunil L. Kukreja
Stable force-myographic control of a prosthetic hand using incremental learning. EMBC (2015)
Abhishek Mishra, Rohan Ghosh, Martina Coscia, Sunil L. Kukreja, Carmelo Chisari, Silvestro Micera, Haoyong Yu, Nitish V. Thakor
A neurally inspired robotic control algorithm for gait rehabilitation in hemiplegic stroke patients. BioRob (2014)
Rohan Ghosh, Abhishek Mishra, Garrick Orchard, Nitish V. Thakor
Real-time object recognition and orientation estimation using an event-based camera and CNN. BioCAS (2014)
Rohan Ghosh, Abhishek Mishra, Haoyong Yu, Nitish V. Thakor
Depth estimation and object recognition in dark environments using ATIS. ICARCV (2014)