Randall Balestriero

5 papers Brown University

• Curvature Tuning: Provable Training-free Model Steering From a Single Parameter
• Ditch the Denoiser: Emergence of Noise Robustness in Self-Supervised Learning from Data Curriculum
• FastDINOv2: Frequency Based Curriculum Learning Improves Robustness and Training Speed
• Joint‑Embedding vs Reconstruction: Provable Benefits of Latent Space Prediction for Self‑Supervised Learning
• Learning from Reward-Free Offline Data: A Case for Planning with Latent Dynamics Models