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Rohan Ghosh
Publication Activity (10 Years)
Years Active: 2014-2023
Publications (10 Years): 27
Top Topics
Rotation Invariant
Incremental Learning
Delta Bar Delta
Neural Network
Top Venues
CoRR
BioRob
BioCAS
ISIT
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Publications
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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)