xu-ji / information-bottleneck
Deep Learning & Information Bottleneck
☆58Updated last year
Alternatives and similar repositories for information-bottleneck:
Users that are interested in information-bottleneck are comparing it to the libraries listed below
- ☆65Updated 3 months ago
- Source code of "What can linearized neural networks actually say about generalization?☆20Updated 3 years ago
- Benchmark for Natural Temporal Distribution Shift (NeurIPS 2022)☆65Updated 2 years ago
- Repo for the paper: "Agree to Disagree: Diversity through Disagreement for Better Transferability"☆35Updated 2 years ago
- A modern look at the relationship between sharpness and generalization [ICML 2023]☆43Updated last year
- ☆23Updated 2 years ago
- Towards Understanding Sharpness-Aware Minimization [ICML 2022]☆35Updated 2 years ago
- source code for paper "Riemannian Preconditioned LoRA for Fine-Tuning Foundation Models"☆24Updated 9 months ago
- [NeurIPS 2021] A Geometric Analysis of Neural Collapse with Unconstrained Features☆55Updated 2 years ago
- ☆34Updated last year
- Code for the paper "Efficient Dataset Distillation using Random Feature Approximation"☆37Updated 2 years ago
- ☆24Updated 4 years ago
- ☆44Updated 2 years ago
- ☆18Updated 3 years ago
- Code for the paper "The Journey, Not the Destination: How Data Guides Diffusion Models"☆22Updated last year
- ☆28Updated 8 months ago
- Code for the ICLR 2022 paper. Salient Imagenet: How to discover spurious features in deep learning?☆40Updated 2 years ago
- ModelDiff: A Framework for Comparing Learning Algorithms☆56Updated last year
- Energy-Based Models for Continual Learning Official Repository (PyTorch)☆41Updated 2 years ago
- [ICLR'22] Self-supervised learning optimally robust representations for domain shift.☆23Updated 3 years ago
- ☆35Updated 2 years ago
- ☆57Updated 2 years ago
- Official implementation of ORCA proposed in the paper "Cross-Modal Fine-Tuning: Align then Refine"☆71Updated last year
- Code for "The Intrinsic Dimension of Images and Its Impact on Learning" - ICLR 2021 Spotlight https://openreview.net/forum?id=XJk19XzGq2J☆68Updated 11 months ago
- Bayesian Low-Rank Adaptation for Large Language Models☆30Updated 9 months ago
- ☆34Updated last week
- An Investigation of Why Overparameterization Exacerbates Spurious Correlations☆30Updated 4 years ago
- Code for "Just Train Twice: Improving Group Robustness without Training Group Information"☆71Updated 10 months ago
- ☆26Updated last year
- ☆27Updated 2 years ago