research
∙
04/14/2023
The role of object-centric representations, guided attention, and external memory on generalizing visual relations
Visual reasoning is a long-term goal of vision research. In the last dec...
share
research
∙
04/06/2022
Successes and critical failures of neural networks in capturing human-like speech recognition
Natural and artificial audition can in principle evolve different soluti...
research
∙
04/05/2022
Lost in Latent Space: Disentangled Models and the Challenge of Combinatorial Generalisation
Recent research has shown that generative models with highly disentangle...
research
∙
03/14/2022
Do DNNs trained on Natural Images acquire Gestalt Properties?
Under some circumstances, humans tend to perceive individual elements as...
research
∙
10/12/2021
Convolutional Neural Networks Are Not Invariant to Translation, but They Can Learn to Be
When seeing a new object, humans can immediately recognize it across dif...
research
∙
10/04/2021
Learning Online Visual Invariances for Novel Objects via Supervised and Self-Supervised Training
Humans can identify objects following various spatial transformations su...
research
∙
07/04/2021
Generalisation in Neural Networks Does not Require Feature Overlap
That shared features between train and test data are required for genera...
research
∙
07/02/2020
Are there any 'object detectors' in the hidden layers of CNNs trained to identify objects or scenes?
Various methods of measuring unit selectivity have been developed with t...
research
∙
06/11/2018