Gaurav Malhotra

Orcid: 0000-0002-6868-9655

According to our database1, Gaurav Malhotra authored at least 20 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
MindSet: Vision. A toolbox for testing DNNs on key psychological experiments.
CoRR, 2024

2023
On the importance of severely testing deep learning models of cognition.
Cogn. Syst. Res., December, 2023

The role of capacity constraints in Convolutional Neural Networks for learning random versus natural data.
Neural Networks, April, 2023

Microsoft Purview: A System for Central Governance of Data.
Proc. VLDB Endow., 2023

2022
Feature blindness: A challenge for understanding and modelling visual object recognition.
PLoS Comput. Biol., 2022

Biological convolutions improve DNN robustness to noise and generalisation.
Neural Networks, 2022

A 5.2 Gb/s Receiver for Next-Generation 8K Displays in 180 nm CMOS Process.
IEEE J. Solid State Circuits, 2022

Lost in Latent Space: Disentangled Models and the Challenge of Combinatorial Generalisation.
CoRR, 2022

Lost in Latent Space: Examining failures of disentangled models at combinatorial generalisation.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021
Auto-Tag: Tagging-Data-By-Example in Data Lakes.
CoRR, 2021

The role of Disentanglement in Generalisation.
Proceedings of the 9th International Conference on Learning Representations, 2021

Baud rate pattern-adaptable dual loop clock recovery for high speed serial links.
Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

2020
Adding biological constraints to deep neural networks reduces their capacity to learn unstructured data.
Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

2019
Symbol spaced clock recovery for high speed links.
Proceedings of the 13th International Conference on Signal Processing and Communication Systems, 2019

The contrasting roles of shape in human vision and convolutional neural networks.
Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

2017
Fast Dynamic Graph Algorithms.
Proceedings of the Languages and Compilers for Parallel Computing, 2017

2016
23.3 A 6Gb/s 3-tap FFE transmitter and 5-tap DFE receiver in 65nm/0.18µm CMOS for next-generation 8K displays.
Proceedings of the 2016 IEEE International Solid-State Circuits Conference, 2016

2015
BER analysis of high speed links with nonlinearity.
Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015

2004
Joint MIMO equalization and decoding for 10GBASE-T transmission.
Proceedings of the Global Telecommunications Conference, 2004. GLOBECOM '04, Dallas, Texas, USA, 29 November, 2004

2003
10 Gbps transmission over standard category-5 copper cable.
Proceedings of the Global Telecommunications Conference, 2003


  Loading...