X-AVDD: Cross-Attentive Audio-Visual Dataset Distillation

Publication
In Advances in Neural Information Processing Systems (NeurIPS 2026)

X-AVDD brings dataset distillation to audio-visual data using cross-attention. It cuts synthesis time from 10 to 1.3 GPU-hours and roughly triples accuracy on VGGSound.

Aravind Reddy
Aravind Reddy
Principal Project Scientist

I work on theoretical machine learning, responsible AI and computer vision.