← Search

Aryan Satpathy

2 accepted papers

2026

Solving Physics Olympiad via Reinforcement Learning on Physics Simulators

ICML 2026poster

We have witnessed remarkable advances in LLM reasoning capabilities with the advent of DeepSeek-R1. However, much of this progress has been fueled by the abundance of internet question–answer (QA) pairs—a major bottleneck going forward, since such data is limited in scale and concentrated mainly in …

Cited by 0SourceScholar
2025

Towards Adversarial Robustness And Backdoor Mitigation in SSL

ICASSP 2025accepted

Self-Supervised Learning (SSL) has shown great promise in learning representations from unlabeled data, making it widely used in real-world applications. However, SSL methods have been shown to be vulnerable to backdoor attacks, where adversaries manipulate representations by tampering with training…

Cited by 0SourceScholar