Rohan Ghosh - RankMe

38 papers A* 4A 2B 2C 1Journal 15Unranked 14

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Tab-PET: Graph-Based Positional Encodings for Tabular Transformers. AAAI Yunze Leng, Rohan Ghosh, Mehul Motani
2025	A	`conf`	Ordered AISTATS Rohan Ghosh, Mehul Motani
2025	A*	`conf`	Pointwise Information Measures as Confidence Estimators in Deep Neural Networks: A Comparative Study. ICML Shelvia Wongso, Rohan Ghosh, Mehul Motani
2025	J	`jnl`	Tab-PET: Graph-Based Positional Encodings for Tabular Transformers. CoRR Yunze Leng, Rohan Ghosh, Mehul Motani
2025	J	`jnl`	Towards Robust Scale-Invariant Mutual Information Estimators. Trans. Mach. Learn. Res. Cheuk Ting Leung, Rohan Ghosh, Mehul Motani
2024	—	`conf`	Multi-Task Generalizable Communication: Beyond the Information Bottleneck. ICC Cheuk Ting Leung, Rohan Ghosh, Mehul Motani
2023	J	`jnl`	AP: Selective Activation for De-sparsifying Pruned Networks. Trans. Mach. Learn. Res. Shiyu Liu, Rohan Ghosh, Mehul Motani
2023	A*	`conf`	Local Intrinsic Dimensional Entropy. AAAI Rohan Ghosh, Mehul Motani
2023	J	`jnl`	Local Intrinsic Dimensional Entropy. CoRR Rohan Ghosh, Mehul Motani
2023	J	`jnl`	Optimizing Learning Rate Schedules for Iterative Pruning of Deep Neural Networks. Trans. Mach. Learn. Res. Shiyu Liu, Rohan Ghosh, Chong Min John Tan, Mehul Motani
2023	B	`conf`	Pointwise Sliced Mutual Information for Neural Network Explainability. ISIT Shelvia Wongso, Rohan Ghosh, Mehul Motani
2023	A	`conf`	Using Sliced Mutual Information to Study Memorization and Generalization in Deep Neural Networks. AISTATS Shelvia Wongso, Rohan Ghosh, Mehul Motani
2022	J	`jnl`	AP: Selective Activation for De-sparsifying Pruned Neural Networks. CoRR Shiyu Liu, Rohan Ghosh, Dylan Tan, Mehul Motani
2022	J	`jnl`	Optimizing Learning Rate Schedules for Iterative Pruning of Deep Neural Networks. CoRR Shiyu Liu, Rohan Ghosh, Chong Min John Tan, Mehul Motani
2022	J	`jnl`	Towards Better Long-range Time Series Forecasting using Generative Forecasting. CoRR Shiyu Liu, Rohan Ghosh, Mehul Motani
2022	B	`conf`	Understanding Deep Neural Networks Using Sliced Mutual Information. ISIT Shelvia Wongso, Rohan Ghosh, Mehul Motani
2021	J	`jnl`	Achieving Low Complexity Neural Decoders via Iterative Pruning. CoRR Vikrant Malik, Rohan Ghosh, Mehul Motani
2021	A*	`conf`	Network-to-Network Regularization: Enforcing Occam's Razor to Improve Generalization. NeurIPS Rohan Ghosh, Mehul Motani
2020	J	`jnl`	Neuromorphic approach to tactile edge orientation estimation using spatiotemporal similarity. Neurocomputing Deepesh Kumar, Rohan Ghosh, Andrei Nakagawa Silva, Alcimar B. Soares, Nitish V. Thakor
2019	—	`conf`	Exploring Local Transformation Shared Weights in Convolutional Neural Networks. ICANN (Workshop) Rohan Ghosh, Anupam K. Gupta
2019	—	`conf`	Investigating Convolutional Neural Networks using Spatial Orderness. ICCV Workshops Rohan Ghosh, Anupam K. Gupta, Mehul Motani
2019	J	`jnl`	Investigating Convolutional Neural Networks using Spatial Orderness. CoRR Rohan Ghosh, Anupam K. Gupta
2019	—	`conf`	Neuromorphic vision and tactile fusion for upper limb prosthesis control. NER Mark Hays, Luke Osborn, Rohan Ghosh, Mark M. Iskarous, Christopher L. Hunt, Nitish V. Thakor
2019	J	`jnl`	Pose-Invariant Object Recognition for Event-Based Vision with Slow-ELM. CoRR Rohan Ghosh, Siyi Tang, Mahdi Rasouli, Nitish V. Thakor, Sunil L. Kukreja
2019	J	`jnl`	Scale Steerable Filters for Locally Scale-Invariant Convolutional Neural Networks. CoRR Rohan Ghosh, Anupam K. Gupta
2019	J	`jnl`	Spatiotemporal Feature Learning for Event-Based Vision. CoRR Rohan Ghosh, Anupam K. Gupta, Siyi Tang, Alcimar Soares, Nitish V. Thakor
2019	J	`jnl`	Spatiotemporal Filtering for Event-Based Action Recognition. CoRR Rohan Ghosh, Anupam Gupta, Andrei Nakagawa Silva, Alcimar Soares, Nitish V. Thakor
2018	—	`conf`	A Neuromorphic Approach to Tactile Texture Recognition. ROBIO Anupam K. Gupta, Rohan Ghosh, Aravindh Natarajan Swaminathan, Balakrishna Deverakonda, Godwin Ponraj, Alcimar B. Soares, Nitish V. Thakor
2018	—	`conf`	A Propose System of an Efficient Power Regeneration Technique in Automobile Using Arduino UNO. CICBA (1) Debabrata Chowdhury, Sudipta Paul, Rohan Ghosh, Anusree Kundu, Tamoghna Ghosh
2016	—	`conf`	Design and preliminary evaluation of haptic devices for upper limb stimulation and integration within a virtual reality cave. BioRob Francesca Sorgini, Rohan Ghosh, Justus F. Hübotter, Renato Caliò, Carmen Galassi, Calogero Maria Oddo, Sunil L. Kukreja
2016	—	`conf`	Live demonstration: Real-time orientation estimation and grasping of household objects for upper limb prostheses with a dynamic vision sensor. BioCAS Siyi Tang, Rohan Ghosh, Nitish V. Thakor, Sunil L. Kukreja
2016	—	`conf`	Orientation estimation and grasp type detection of household objects for upper limb prostheses with dynamic vision sensor. BioCAS Siyi Tang, Rohan Ghosh, Nitish V. Thakor, Sunil L. Kukreja
2016	—	`conf`	Pose-Invariant Object Recognition for Event-Based Vision with Slow-ELM. ICANN (2) Rohan Ghosh, Siyi Tang, Mahdi Rasouli, Nitish V. Thakor, Sunil L. Kukreja
2016	—	`conf`	Real-time robot tracking and following with neuromorphic vision sensor. BioRob Abhishek Mishra, Rohan Ghosh, Ashish Goyal, Nitish V. Thakor, Sunil L. Kukreja
2015	—	`conf`	Stable force-myographic control of a prosthetic hand using incremental learning. EMBC Mahdi Rasouli, Rohan Ghosh, Wang Wei Lee, Nitish V. Thakor, Sunil L. Kukreja
2014	—	`conf`	A neurally inspired robotic control algorithm for gait rehabilitation in hemiplegic stroke patients. BioRob Abhishek Mishra, Rohan Ghosh, Martina Coscia, Sunil L. Kukreja, Carmelo Chisari, Silvestro Micera, Haoyong Yu, Nitish V. Thakor
2014	C	`conf`	Depth estimation and object recognition in dark environments using ATIS. ICARCV Rohan Ghosh, Abhishek Mishra, Haoyong Yu, Nitish V. Thakor
2014	—	`conf`	Real-time object recognition and orientation estimation using an event-based camera and CNN. BioCAS Rohan Ghosh, Abhishek Mishra, Garrick Orchard, Nitish V. Thakor