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ORCIDRohan Ghosh
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2020 – today
- 2024
[c20]Cheuk Ting Leung, Rohan Ghosh, Mehul Motani:
Multi-Task Generalizable Communication: Beyond the Information Bottleneck. ICC 2024: 980-985- 2023
- [j3]Shiyu Liu, Rohan Ghosh, Mehul Motani:
AP: Selective Activation for De-sparsifying Pruned Networks. Trans. Mach. Learn. Res. 2023 (2023) - [j2]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) - [c19]Rohan Ghosh, Mehul Motani:
Local Intrinsic Dimensional Entropy. AAAI 2023: 7714-7721 - [c18]Shelvia Wongso, Rohan Ghosh, Mehul Motani:
Using Sliced Mutual Information to Study Memorization and Generalization in Deep Neural Networks. AISTATS 2023: 11608-11629 - [c17]Shelvia Wongso, Rohan Ghosh, Mehul Motani:
Pointwise Sliced Mutual Information for Neural Network Explainability. ISIT 2023: 1776-1781 - [i10]Rohan Ghosh, Mehul Motani:
Local Intrinsic Dimensional Entropy. CoRR abs/2304.02223 (2023) - 2022
- [c16]Shelvia Wongso, Rohan Ghosh, Mehul Motani:
Understanding Deep Neural Networks Using Sliced Mutual Information. ISIT 2022: 133-138 - [i9]Shiyu Liu, Rohan Ghosh, Mehul Motani:
Towards Better Long-range Time Series Forecasting using Generative Forecasting. CoRR abs/2212.06142 (2022) - [i8]Shiyu Liu, Rohan Ghosh, Chong Min John Tan, Mehul Motani:
Optimizing Learning Rate Schedules for Iterative Pruning of Deep Neural Networks. CoRR abs/2212.06144 (2022) - [i7]Shiyu Liu, Rohan Ghosh, Dylan Tan, Mehul Motani:
AP: Selective Activation for De-sparsifying Pruned Neural Networks. CoRR abs/2212.06145 (2022) - 2021
- [c15]Rohan Ghosh, Mehul Motani:
Network-to-Network Regularization: Enforcing Occam's Razor to Improve Generalization. NeurIPS 2021: 6341-6352 - [i6]Vikrant Malik, Rohan Ghosh, Mehul Motani:
Achieving Low Complexity Neural Decoders via Iterative Pruning. CoRR abs/2112.06044 (2021) - 2020
- [j1]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: 246-258 (2020)
2010 – 2019
- 2019
- [c14]Rohan Ghosh, Anupam K. Gupta:
Exploring Local Transformation Shared Weights in Convolutional Neural Networks. ICANN (Workshop) 2019: 377-390 - [c13]Rohan Ghosh, Anupam K. Gupta, Mehul Motani:
Investigating Convolutional Neural Networks using Spatial Orderness. ICCV Workshops 2019: 2053-2056 - [c12]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: 981-984 - [i5]Rohan Ghosh, Anupam K. Gupta, Siyi Tang, Alcimar Soares, Nitish V. Thakor:
Spatiotemporal Feature Learning for Event-Based Vision. CoRR abs/1903.06923 (2019) - [i4]Rohan Ghosh, Anupam Gupta, Andrei Nakagawa Silva, Alcimar Soares, Nitish V. Thakor:
Spatiotemporal Filtering for Event-Based Action Recognition. CoRR abs/1903.07067 (2019) - [i3]Rohan Ghosh, Siyi Tang, Mahdi Rasouli, Nitish V. Thakor, Sunil L. Kukreja:
Pose-Invariant Object Recognition for Event-Based Vision with Slow-ELM. CoRR abs/1903.07873 (2019) - [i2]Rohan Ghosh, Anupam K. Gupta:
Scale Steerable Filters for Locally Scale-Invariant Convolutional Neural Networks. CoRR abs/1906.03861 (2019) - [i1]Rohan Ghosh, Anupam K. Gupta:
Investigating Convolutional Neural Networks using Spatial Orderness. CoRR abs/1908.06416 (2019) - 2018
- [c11]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: 361-377 - [c10]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: 1322-1328 - 2016
- [c9]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: 99-102 - [c8]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: 135 - [c7]Abhishek Mishra, Rohan Ghosh, Ashish Goyal, Nitish V. Thakor, Sunil L. Kukreja:
Real-time robot tracking and following with neuromorphic vision sensor. BioRob 2016: 13-18 - [c6]Francesca Sorgini, Rohan Ghosh, Justus F. Hübotter, 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: 464-469 - [c5]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: 455-462 - 2015
- [c4]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: 4828-4831 - 2014
- [c3]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: 544-547 - [c2]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: 650-655 - [c1]Rohan Ghosh, Abhishek Mishra, Haoyong Yu, Nitish V. Thakor:
Depth estimation and object recognition in dark environments using ATIS. ICARCV 2014: 371-376
Coauthor Index
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last updated on 2024-10-07 22:19 CEST by the dblp team
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