Arpit Garg

PhD student, University of Adelaide

Joined

October 2022

Names

Arpit Garg (Preferred)

Emails

****@adelaide.edu.au (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Career & Education History

PhD student

University of Adelaide (adelaide.edu.au)

2025 – Present

Advisors, Relations & Conflicts

Postdoc Advisor

Hemanth Saratchandran

2025 – Present

Postdoc Advisor

Simon Lucey

2025 – Present

PhD Advisor

Gustavo Carneiro

2021 – 2024

PhD Advisor

Cuong Nguyen

2021 – 2024

PhD Advisor

Rafael Felix

2021 – 2024

Expertise

Machine Unlearning

2025 – Present

Large Language Models LLM/MLLMs

2024 – Present

Publications

AEON: Adaptive Estimation of Instance-Dependent In-Distribution and Out-of-Distribution Label Noise for Robust Learning
Arpit Garg, Cuong C. Nguyen, Rafael Felix, Yuyuan Liu, Thanh-Toan Do, Gustavo Carneiro
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Stable Forgetting: Bounded Parameter-Efficient Unlearning in LLMs
Arpit Garg, Hemanth Saratchandran, Ravi Garg, Simon Lucey
- Submitted to ICLR 2026
- Readers: Everyone
AEON: Adaptive Estimation of Instance-Dependent In-Distribution and Out-of-Distribution Label Noise for Robust Learning
Arpit Garg, Cuong Nguyen, Rafael Felix, Yuyuan Liu, Thanh-Toan Do, Gustavo Carneiro
- CoRR 2025
- Readers: Everyone
Instance-Dependent Noisy-Label Learning with Graphical Model Based Noise-Rate Estimation
Arpit Garg, Cuong Nguyen, Rafael Felix, Thanh-Toan Do, Gustavo Carneiro
- ECCV (4) 2024
- Readers: Everyone
Instance-Dependent Noisy Label Learning via Graphical Modelling
Arpit Garg, Cuong Nguyen, Rafael Felix, Thanh-Toan Do, Gustavo Carneiro
- 2023 (modified: 15 Apr 2023)
- WACV 2023
- Readers: Everyone
PASS: Peer-Agreement based Sample Selection for training with Noisy Labels
Arpit Garg, Cuong Nguyen, Rafael Felix, Thanh-Toan Do, Gustavo Carneiro
- 2023 (modified: 15 Apr 2023)
- CoRR 2023
- Readers: Everyone
Noisy-label Learning with Sample Selection based on Noise Rate Estimate
Arpit Garg, Cuong Nguyen, Rafael Felix, Thanh-Toan Do, Gustavo Carneiro
- Published: 01 Jan 2023, Last Modified: 03 Apr 2024
- CoRR 2023
- Readers: Everyone
Instance-Dependent Noisy Label Learning via Graphical Modelling
Arpit Garg, Cuong Nguyen, Rafael Felix, Thanh-Toan Do, Gustavo Carneiro
- 2022 (modified: 15 Apr 2023)
- CoRR 2022
- Readers: Everyone
PeR-ViS: Person Retrieval in Video Surveillance using Semantic Description
Parshwa Shah, Arpit Garg, Vandit Gajjar
- WACV (Workshops) 2021
- Readers: Everyone

Arpit Garg

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors