171 citations · 246 across the 15 of their papers we have counts for
3 papers · 1 filter
Does language help generalization in vision models?
Benjamin Devillers, Bhavin Choksi, Romain Bielawski +1
Vision models trained on multimodal datasets can benefit from the wide availability of large image-caption datasets. A recent model (CLIP) was found to generalize well in zero-shot…
GAttANet: Global attention agreement for convolutional neural networks
Rufin VanRullen, Andrea Alamia
Transformer attention architectures, similar to those developed for natural language processing, have recently proved efficient also in vision, either in conjunction with or as a r…
Predictive coding feedback results in perceived illusory contours in a recurrent neural network
Zhaoyang Pang, Callum Biggs O'May, Bhavin Choksi +1
Modern feedforward convolutional neural networks (CNNs) can now solve some computer vision tasks at super-human levels. However, these networks only roughly mimic human visual perc…