eminorhan / baby-vision
Self-supervised learning through the eyes of a child
☆138Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for baby-vision
- An attempt at the implementation of Glom, Geoffrey Hinton's new idea that integrates concepts from neural fields, top-down-bottom-up proc…☆191Updated 3 years ago
- Burgess et al. "MONet: Unsupervised Scene Decomposition and Representation"☆89Updated last year
- Multi-object image datasets with ground-truth segmentation masks and generative factors.☆257Updated 2 years ago
- Official PyTorch implementation of GENESIS and GENESIS-V2☆97Updated 2 years ago
- An implementation of the MONet model for unsupervised scene decomposition in PyTorch☆58Updated 2 years ago
- CATER: A diagnostic dataset for Compositional Actions and TEmporal Reasoning☆103Updated 3 years ago
- Official PyTorch implementation of "SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition"☆101Updated last year
- Understanding Training Dynamics of Deep ReLU Networks☆278Updated 2 weeks ago
- Bongard-LOGO is a Python code repository with the purpose of generating synthetic Bongard problems on a large scale with little human int…☆51Updated 2 years ago
- Learning Long-term Visual Dynamics with Region Proposal Interaction Networks (ICLR 2021)☆112Updated 2 years ago
- Code for our paper: *Shamsian, *Kleinfeld, Globerson & Chechik, "Learning Object Permanence from Video"☆67Updated 11 months ago
- Biologically-realistic recurrent convolutional neural networks☆96Updated last year
- Official Release of ICLR 2020 paper "SCALOR: Generative World Models with Scalable Object Representations"☆48Updated 10 months ago
- An implementation of 2021 paper by Geoffrey Hinton: "How to represent part-whole hierarchies in a neural network" in Pytorch.☆57Updated 3 years ago
- Like Moving MNIST, but way more flexible☆24Updated 4 years ago
- EfficientMORL (ICML'21)☆22Updated 3 years ago
- Library for the training and evaluation of object-centric models (ICML 2022)☆65Updated last year
- Benchmark for Lifelong learning research☆118Updated 3 years ago
- Research boilerplate for PyTorch.☆150Updated last year
- ☆73Updated 6 months ago
- Code for the paper "Contrastive Learning Inverts the Data Generating Process".☆88Updated 3 months ago
- sidetuning.berkeley.edu☆66Updated last year
- Basic experiment framework for tensorflow.☆92Updated 3 years ago
- A set of neural network modules, which are small fully connected layers operating in semantic concept space. These modules are configured…☆58Updated 3 years ago
- ☆54Updated 5 years ago
- PyTorch implementation for The Scattering Compositional Learner (SCL)☆33Updated 4 years ago
- Original implementation of Spatially Invariant Attend, Infer, Repeat (SPAIR) in TensorFlow.☆51Updated 4 years ago
- Code, data and benchmark from the paper "Unmasking the Inductive Biases of Unsupervised Object Representations for Video Sequences".☆36Updated 3 years ago
- ☆63Updated 3 years ago