Vikas Verma

Postdoc, Aalto University

Joined

December 2017

Names

Vikas Verma

Emails

****@gmail.com (Confirmed)

,

****@aalto.fi (Confirmed)

Personal Links

Career & Education History

Postdoc

Aalto University (aalto.fi)

2020 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

Graph Neural Networks

Present

Semi-supervised Learning

Present

Self-supervised Learning

Present

Representation Learning

Present

Publications

Gandalf: Learning label correlations in Extreme Multi-label Classification via Label Features
Siddhant Kharbanda, Devaansh Gupta, Erik Schultheis, Atmadeep Banerjee, Vikas Verma, Cho-Jui Hsieh, Rohit Babbar
- Submitted to ICLR 2024
- Readers: Everyone
MixupE: Understanding and Improving Mixup from Directional Derivative Perspective
Yingtian Zou, Vikas Verma, Sarthak Mittal, Wai Hoh Tang, Hieu Pham, Juho Kannala, Yoshua Bengio, Arno Solin, Kenji Kawaguchi
- Published: 08 May 2023, Last Modified: 22 Jun 2025
- UAI 2023
- Readers: Everyone
Interpolation-based semi-supervised learning for object detection
Jisoo Jeong, Vikas Verma, Minsung Hyun, Juho Kannala, Nojun Kwak
- 16 Nov 2022 (modified: 17 Nov 2022)
- OpenReview Archive Direct Upload
- Readers: Everyone
Gandalf : Data Augmentation is all you need for Extreme Classification
Siddhant Kharbanda, Devaansh Gupta, Erik Schultheis, Atmadeep Banerjee, Vikas Verma, Rohit Babbar
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
Towards an Unsupervised Method for Model Selection in Few-Shot Learning
Simon Guiroy, Vikas Verma, Christopher Pal
- 15 Jun 2020 (modified: 05 May 2023)
- LifelongML@ICML2020
- Readers: Everyone
Manifold Mixup: Better Representations by Interpolating Hidden States
Vikas Verma, Alex Lamb, Christopher Beckham, Amir Najafi, Ioannis Mitliagkas, David Lopez-Paz, Yoshua Bengio
- 2019 (modified: 11 Nov 2022)
- ICML 2019
- Readers: Everyone

Co-Authors