Gaurav Malhotra

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 18

Top Topics

Capacity Constraints

Structured Data

Top Venues

Neural Networks

Publications

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 (2024)
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 (2023)
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) (2023)
Jeffrey S. Bowers, Gaurav Malhotra, Federico Adolfi, Marin Dujmovic, Milton Llera Montero, Valerio Biscione, Guillermo Puebla, John E. Hummel, Rachel Heaton
On the importance of severely testing deep learning models of cognition. Cogn. Syst. Res. 82 (2023)
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) (2022)
Gaurav Malhotra, Marin Dujmovic, Jeffrey S. Bowers
Feature blindness: A challenge for understanding and modelling visual object recognition. PLoS Comput. Biol. 18 (5) (2022)
Benjamin D. Evans, Gaurav Malhotra, Jeffrey S. Bowers
Biological convolutions improve DNN robustness to noise and generalisation. Neural Networks 148 (2022)
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)
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 (2022)
Gaurav Malhotra, Jalil Kamali, Amir Amirkhany
Baud rate pattern-adaptable dual loop clock recovery for high speed serial links. ACSCC (2021)
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 (2021)
Milton Llera Montero, Casimir JH Ludwig, Rui Ponte Costa, Gaurav Malhotra, Jeffrey Bowers
The role of Disentanglement in Generalisation. ICLR (2021)
Christian Tsvetkov, Gaurav Malhotra, Benjamin Evans, Jeff Bowers
Adding biological constraints to deep neural networks reduces their capacity to learn unstructured data. CogSci (2020)
Gaurav Malhotra, Jeff Bowers
The contrasting roles of shape in human vision and convolutional neural networks. CogSci (2019)
Gaurav Malhotra, Jalil Kamali
Symbol spaced clock recovery for high speed links. ICSPCS (2019)
Gaurav Malhotra, Hitish Chappidi, Rupesh Nasre
Fast Dynamic Graph Algorithms. LCPC (2017)
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)
Gaurav Malhotra, Jalil Kamali
BER analysis of high speed links with nonlinearity. ACSSC (2015)
Gaurav Malhotra, Jun Ho Jeong, Mohsen Kavehrad
Joint MIMO equalization and decoding for 10GBASE-T transmission. GLOBECOM (2004)
Mohsen Kavehrad, John F. Doherty, Jun Ho Jeong, Arnab Roy, Gaurav Malhotra
10 Gbps transmission over standard category-5 copper cable. GLOBECOM (2003)