Deepak Ravikumar

According to our database, Deepak Ravikumar authored at least 7 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Verifix: Post-Training Correction to Improve Label Noise Robustness with Verified Samples.

Sangamesh Kodge, Deepak Ravikumar, Gobinda Saha, Kaushik Roy

CoRR, 2024

Unveiling Privacy, Memorization, and Input Curvature Links.

Deepak Ravikumar, Efstathia Soufleri, Abolfazl Hashemi, Kaushik Roy

CoRR, 2024

2023

TREND: Transferability-Based Robust ENsemble Design.

Deepak Ravikumar, Sangamesh Kodge, Isha Garg, Kaushik Roy

IEEE Trans. Artif. Intell., June, 2023

Homogenizing Non-IID datasets via In-Distribution Knowledge Distillation for Decentralized Learning.

Deepak Ravikumar, Gobinda Saha, Sai Aparna Aketi, Kaushik Roy

CoRR, 2023

Intra-Class Mixup for Out-of-Distribution Detection.

Deepak Ravikumar, Sangamesh Kodge, Isha Garg, Kaushik Roy

IEEE Access, 2023

2022

Norm-Scaling for Out-of-Distribution Detection.

Deepak Ravikumar, Kaushik Roy

CoRR, 2022

2020

Exploring Vicinal Risk Minimization for Lightweight Out-of-Distribution Detection.

Deepak Ravikumar, Sangamesh Kodge, Isha Garg, Kaushik Roy

CoRR, 2020