no code implementations • 20 Aug 2024 • Patrick Huber, Arash Einolghozati, Rylan Conway, Kanika Narang, Matt Smith, Waqar Nayyar, Adithya Sagar, Ahmed Aly, Akshat Shrivastava
This is a typical on-device scenario for specialist SLMs, allowing for open-domain model responses, without requiring the model to "memorize" world knowledge in its limited weights.
1 code implementation • 5 Jun 2024 • Charlie Hou, Akshat Shrivastava, Hongyuan Zhan, Rylan Conway, Trang Le, Adithya Sagar, Giulia Fanti, Daniel Lazar
Altogether, these results suggest that training on DP synthetic data can be a better option than training a model on-device on private distributed data.
no code implementations • WS 2019 • Rylan Conway, Lambert Mathias
Much of the previous work has relied on modeling the natural order of the conversation, using distance based offsets as an approximation of time.
Ranked #6 on Video Salient Object Detection on SegTrack v2 (using extra training data)