50 citations · 50 across the 2 of their papers we have counts for
3 papers
Unsupervised Learning of Dense Visual Representations
Pedro O. Pinheiro, Amjad Almahairi, Ryan Y. Benmalek +2
Contrastive self-supervised learning has emerged as a promising approach to unsupervised visual representation learning. In general, these methods learn global (image-level) repres…
Keeping Notes: Conditional Natural Language Generation with a Scratchpad Mechanism
Ryan Y. Benmalek, Madian Khabsa, Suma Desu +2
We introduce the Scratchpad Mechanism, a novel addition to the sequence-to-sequence (seq2seq) neural network architecture and demonstrate its effectiveness in improving the overall…
The Neural Painter: Multi-Turn Image Generation
Ryan Y. Benmalek, Claire Cardie, Serge Belongie +2
In this work we combine two research threads from Vision/ Graphics and Natural Language Processing to formulate an image generation task conditioned on attributes in a multi-turn s…