Ma-Lab-Berkeley / MCR2
☆80Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for MCR2
- ReduNet☆532Updated 2 years ago
- Official NumPy Implementation of Deep Networks from the Principle of Rate Reduction (2021)☆59Updated 3 years ago
- Official Implementation of Learning Diverse and Discriminative Representations via the Principle of Maximal Coding Rate Reduction (2020)☆193Updated last year
- ☆80Updated 3 years ago
- The official PyTorch implementation of the paper: Xili Dai, Shengbang Tong, et al. "Closed-Loop Data Transcription to an LDR via Minimaxi…☆62Updated 2 years ago
- Official PyTorch Implementation of Deep Networks from the Principle of Rate Reduction (2021)☆35Updated 3 years ago
- A Pytorch implementation of the optimal transport kernel embedding☆114Updated 3 years ago
- Code for Neural Manifold Clustering and Embedding☆56Updated 2 years ago
- Introduction, selected papers and possible corresponding codes in our review paper "A Survey of Neural Trees"☆78Updated 2 years ago
- Code for "On the Spectral Bias of Neural Networks", to appear in ICML 2019 (Long Beach, CA).☆104Updated 5 years ago
- ☆45Updated 3 years ago
- Visualization of mean field and neural tangent kernel regime☆20Updated 3 months ago
- Mutual Information Neural Estimation in Pytorch☆293Updated last month
- Code for "SoftSort: A Continuous Relaxation for the argsort Operator", ICML 2020.☆41Updated last year
- Pytorch implementation of Deep Variational Information Bottleneck☆177Updated 6 years ago
- Pytorch implementation for ICLR 2021 paper - MiCE: Mixture of Contrastive Experts for Unsupervised Image Clustering☆46Updated 3 years ago
- [ICML 2020] Continuously Indexed Domain Adaptation☆116Updated 2 years ago
- ☆40Updated 4 years ago
- Code for paper "Orthogonal Convolutional Neural Networks".☆113Updated 3 years ago
- Code repository of the paper "Modelling Long Range Dependencies in ND: From Task-Specific to a General Purpose CNN" https://arxiv.org/abs…☆181Updated last year
- implements optimal transport algorithms in pytorch☆91Updated 2 years ago
- Mutual Information in Pytorch☆108Updated last year
- Implementation of Multi-View Information Bottleneck☆124Updated 4 years ago
- [Neural Computation, MIT Press] The PyTorch Implementation of Variable Optimizers/ Neural Variable Risk Minimization proposed in our Neur…☆33Updated 3 years ago
- Implementation of Inexact Proximal point method for Optimal Transport☆45Updated 3 years ago
- Official code repository of the paper Linear Transformers Are Secretly Fast Weight Programmers.☆100Updated 3 years ago
- [CogSci'21] Study of human inductive biases in CNNs and Transformers.☆43Updated 3 years ago
- The repository for Hyperbolic Representation Learning for Computer Vision, ECCV 2022☆62Updated 2 years ago
- ☆67Updated 5 years ago
- Codes for Causal Semantic Generative model (CSG), the model proposed in "Learning Causal Semantic Representation for Out-of-Distribution …☆73Updated 2 years ago