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Gaurav Malhotra
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2020 – today
- 2024
- [i3]Valerio Biscione, Dong Yin, Gaurav Malhotra, Marin Dujmovic, Milton Llera Montero, Guillermo Puebla, Federico Adolfi, Rachel F. Heaton, John E. Hummel, Benjamin D. Evans, Karim Habashy, Jeffrey S. Bowers:
MindSet: Vision. A toolbox for testing DNNs on key psychological experiments. CoRR abs/2404.05290 (2024) - 2023
- [j6]Jeffrey S. Bowers, Gaurav Malhotra, Federico Adolfi, Marin Dujmovic, Milton Llera Montero, Valerio Biscione, Guillermo Puebla, John E. Hummel, Rachel F. Heaton:
On the importance of severely testing deep learning models of cognition. Cogn. Syst. Res. 82: 101158 (2023) - [j5]Christian Tsvetkov, Gaurav Malhotra, Benjamin D. Evans, Jeffrey S. Bowers:
The role of capacity constraints in Convolutional Neural Networks for learning random versus natural data. Neural Networks 161: 515-524 (2023) - [j4]Shafi Ahmad, Dillidorai Arumugam, Srdan Bozovic, Elnata Degefa, Sailesh Duvvuri, Steven Gott, Nitish Gupta, Joachim Hammer, Nivedita Kaluskar, Raghav Kaushik, Rakesh Khanduja, Prasad Mujumdar, Gaurav Malhotra, Pankaj Naik, Nikolas Ogg, Krishna Kumar Parthasarthy, Raghu Ramakrishnan, Vlad Rodriguez, Rahul Sharma, Jakub Szymaszek, Andreas Wolter:
Microsoft Purview: A System for Central Governance of Data. Proc. VLDB Endow. 16(12): 3624-3635 (2023) - 2022
- [j3]Tianyu Wang, Da Wei, Ranick Ng, Gaurav Malhotra, Anup P. Jose, Amir Amirkhany, Pavan Kumar Hanumolu:
A 5.2 Gb/s Receiver for Next-Generation 8K Displays in 180 nm CMOS Process. IEEE J. Solid State Circuits 57(8): 2521-2531 (2022) - [j2]Benjamin D. Evans, Gaurav Malhotra, Jeffrey S. Bowers:
Biological convolutions improve DNN robustness to noise and generalisation. Neural Networks 148: 96-110 (2022) - [j1]Gaurav Malhotra, Marin Dujmovic, Jeffrey S. Bowers:
Feature blindness: A challenge for understanding and modelling visual object recognition. PLoS Comput. Biol. 18(5) (2022) - [c11]Milton Llera Montero, Jeffrey S. Bowers, Rui Ponte Costa, Casimir J. H. Ludwig, Gaurav Malhotra:
Lost in Latent Space: Examining failures of disentangled models at combinatorial generalisation. NeurIPS 2022 - [i2]Milton Llera Montero, Jeffrey S. Bowers, Rui Ponte Costa, Casimir J. H. Ludwig, Gaurav Malhotra:
Lost in Latent Space: Disentangled Models and the Challenge of Combinatorial Generalisation. CoRR abs/2204.02283 (2022) - 2021
- [c10]Gaurav Malhotra, Jalil Kamali, Amir Amirkhany:
Baud rate pattern-adaptable dual loop clock recovery for high speed serial links. ACSCC 2021: 43-48 - [c9]Milton Llera Montero, Casimir J. H. Ludwig, Rui Ponte Costa, Gaurav Malhotra, Jeffrey S. Bowers:
The role of Disentanglement in Generalisation. ICLR 2021 - [i1]Yeye He, Jie Song, Yue Wang, Surajit Chaudhuri, Vishal Anil, Blake Lassiter, Yaron Goland, Gaurav Malhotra:
Auto-Tag: Tagging-Data-By-Example in Data Lakes. CoRR abs/2112.06049 (2021) - 2020
- [c8]Christian Tsvetkov, Gaurav Malhotra, Benjamin Evans, Jeffrey S. Bowers:
Adding biological constraints to deep neural networks reduces their capacity to learn unstructured data. CogSci 2020
2010 – 2019
- 2019
- [c7]Gaurav Malhotra, Jeffrey S. Bowers:
The contrasting roles of shape in human vision and convolutional neural networks. CogSci 2019: 2261-2267 - [c6]Gaurav Malhotra, Jalil Kamali:
Symbol spaced clock recovery for high speed links. ICSPCS 2019: 1-5 - 2017
- [c5]Gaurav Malhotra, Hitish Chappidi, Rupesh Nasre:
Fast Dynamic Graph Algorithms. LCPC 2017: 262-277 - 2016
- [c4]Mohammad Hekmat, Sanquan Song, Nancy Jaffari, Sabarish Sankaranarayanan, Chaofeng Huang, Minghui Han, Gaurav Malhotra, Jalil Kamali, Amir Amirkhany, Wei Xiong:
23.3 A 6Gb/s 3-tap FFE transmitter and 5-tap DFE receiver in 65nm/0.18µm CMOS for next-generation 8K displays. ISSCC 2016: 402-403 - 2015
- [c3]Gaurav Malhotra, Jalil Kamali:
BER analysis of high speed links with nonlinearity. ACSSC 2015: 635-640
2000 – 2009
- 2004
- [c2]Gaurav Malhotra, Jun Ho Jeong, Mohsen Kavehrad:
Joint MIMO equalization and decoding for 10GBASE-T transmission. GLOBECOM 2004: 918-922 - 2003
- [c1]Mohsen Kavehrad, John F. Doherty, Jun Ho Jeong, Arnab Roy, Gaurav Malhotra:
10 Gbps transmission over standard category-5 copper cable. GLOBECOM 2003: 4106-4110
Coauthor Index
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