238 citations · 502 across the 14 of their papers we have counts for
3 papers · 1 filter
Graph Propagated Projection Unlearning: A Unified Framework for Vision and Audio Discriminative Models
Shreyansh Pathak, Jyotishman Das
The need to selectively and efficiently erase learned information from deep neural networks is becoming increasingly important for privacy, regulatory compliance, and adaptive syst…
Synth: Boosting Visual-Language Models with Synthetic Captions and Image Embeddings
Sahand Sharifzadeh, Christos Kaplanis, Shreya Pathak +5
The creation of high-quality human-labeled image-caption datasets presents a significant bottleneck in the development of Visual-Language Models (VLMs). In this work, we investigat…
A Simple Recipe for Contrastively Pre-training Video-First Encoders Beyond 16 Frames
Pinelopi Papalampidi, Skanda Koppula, Shreya Pathak +7
Understanding long, real-world videos requires modeling of long-range visual dependencies. To this end, we explore video-first architectures, building on the common paradigm of tra…