Gaurav Malhotra

21 papers A* 2B 4Misc 1Journal 10Unranked 4
YearRankTypeTitle / Venue / Authors
2024 J jnl
MindSet: Vision. A toolbox for testing DNNs on key psychological experiments.
CoRR
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
2024 J jnl
Successes and Limitations of Object-centric Models at Compositional Generalisation.
CoRR
Milton L. Montero, Jeffrey S. Bowers, Gaurav Malhotra
2023 J jnl
Microsoft Purview: A System for Central Governance of Data.
Proc. VLDB Endow.
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
2023 J jnl
On the importance of severely testing deep learning models of cognition.
Cogn. Syst. Res.
Jeffrey S. Bowers, Gaurav Malhotra, Federico Adolfi, Marin Dujmovic, Milton Llera Montero, Valerio Biscione, Guillermo Puebla, John E. Hummel, Rachel F. Heaton
2023 J jnl
The role of capacity constraints in Convolutional Neural Networks for learning random versus natural data.
Neural Networks
Christian Tsvetkov, Gaurav Malhotra, Benjamin D. Evans, Jeffrey S. Bowers
2022 J jnl
A 5.2 Gb/s Receiver for Next-Generation 8K Displays in 180 nm CMOS Process.
IEEE J. Solid State Circuits
Tianyu Wang, Da Wei, Ranick Ng, Gaurav Malhotra, Anup P. Jose, Amir Amirkhany, Pavan Kumar Hanumolu
2022 J jnl
Biological convolutions improve DNN robustness to noise and generalisation.
Neural Networks
Benjamin D. Evans, Gaurav Malhotra, Jeffrey S. Bowers
2022 J jnl
Feature blindness: A challenge for understanding and modelling visual object recognition.
PLoS Comput. Biol.
Gaurav Malhotra, Marin Dujmovic, Jeffrey S. Bowers
2022 J jnl
Lost in Latent Space: Disentangled Models and the Challenge of Combinatorial Generalisation.
CoRR
Milton Llera Montero, Jeffrey S. Bowers, Rui Ponte Costa, Casimir J. H. Ludwig, Gaurav Malhotra
2022 A* conf
Lost in Latent Space: Examining failures of disentangled models at combinatorial generalisation.
NeurIPS
Milton Llera Montero, Jeffrey S. Bowers, Rui Ponte Costa, Casimir J. H. Ludwig, Gaurav Malhotra
2021 J jnl
Auto-Tag: Tagging-Data-By-Example in Data Lakes.
CoRR
Yeye He, Jie Song, Yue Wang, Surajit Chaudhuri, Vishal Anil, Blake Lassiter, Yaron Goland, Gaurav Malhotra
2021 — conf
Baud rate pattern-adaptable dual loop clock recovery for high speed serial links.
ACSCC
Gaurav Malhotra, Jalil Kamali, Amir Amirkhany
2021 A* conf
The role of Disentanglement in Generalisation.
ICLR
Milton Llera Montero, Casimir J. H. Ludwig, Rui Ponte Costa, Gaurav Malhotra, Jeffrey S. Bowers
2020 B conf
Adding biological constraints to deep neural networks reduces their capacity to learn unstructured data.
CogSci
Christian Tsvetkov, Gaurav Malhotra, Benjamin Evans, Jeffrey S. Bowers
2019 — conf
Symbol spaced clock recovery for high speed links.
ICSPCS
Gaurav Malhotra, Jalil Kamali
2019 B conf
The contrasting roles of shape in human vision and convolutional neural networks.
CogSci
Gaurav Malhotra, Jeffrey S. Bowers
2017 — conf
Fast Dynamic Graph Algorithms.
LCPC
Gaurav Malhotra, Hitish Chappidi, Rupesh Nasre
2016 — conf
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
Mohammad Hekmat, Sanquan Song, Nancy Jaffari, Sabarish Sankaranarayanan, Chaofeng Huang, Minghui Han, Gaurav Malhotra, Jalil Kamali, Amir Amirkhany, Wei Xiong
2015 Misc conf
BER analysis of high speed links with nonlinearity.
ACSSC
Gaurav Malhotra, Jalil Kamali
2004 B conf
Joint MIMO equalization and decoding for 10GBASE-T transmission.
GLOBECOM
Gaurav Malhotra, Jun Ho Jeong, Mohsen Kavehrad
2003 B conf
10 Gbps transmission over standard category-5 copper cable.
GLOBECOM
Mohsen Kavehrad, John F. Doherty, Jun Ho Jeong, Arnab Roy, Gaurav Malhotra