adaminsky / compositional_conceptsLinks
Code for the CCE algorithm proposed in "Towards Compositionality in Concept Learning" at ICML 2024.
☆15Updated last year
Alternatives and similar repositories for compositional_concepts
Users that are interested in compositional_concepts are comparing it to the libraries listed below
Sorting:
- Mitigating Spurious Correlations in Multi-modal Models during Fine-tuning (ICML 2023)☆18Updated last year
- ☆27Updated last year
- Official codebase for the NeurIPS 2023 paper: Towards Last-layer Retraining for Group Robustness with Fewer Annotations. https://arxiv.or…☆11Updated last year
- Official Code Release for "Diagnosing and Rectifying Vision Models using Language" (ICLR 2023)☆34Updated 2 years ago
- [CVPR 2022] HINT: Hierarchical Neuron Concept Explainer☆20Updated 2 years ago
- This repository contains the implementation of Concept Activation Regions, a new framework to explain deep neural networks with human con…☆12Updated 2 years ago
- ☆16Updated last year
- [ICML 24] A novel automated neuron explanation framework that can accurately describe poly-semantic concepts in deep neural networks☆12Updated last month
- Official code for "Can We Talk Models Into Seeing the World Differently?" (ICLR 2025).☆25Updated 5 months ago
- ☆16Updated last year
- SpuCo is a Python package developed to further research to address spurious correlations.☆24Updated 5 months ago
- Code for paper "Out-of-Domain Robustness via Targeted Augmentations"☆13Updated 2 years ago
- Implementation of Concept-level Debugging of Part-Prototype Networks☆12Updated 2 years ago
- [NeurIPS'24] Multilinear Mixture of Experts: Scalable Expert Specialization through Factorization☆32Updated 8 months ago
- ☆13Updated 8 months ago
- Bias-to-Text: Debiasing Unknown Visual Biases through Language Interpretation☆31Updated 2 years ago
- Code for the ICCV 2023 paper "Benchmarking Low-Shot Robustness to Natural Distribution Shifts"☆11Updated last year
- Code for ICLR 2023 Harnessing Out-Of-Distribution Examples via Augmenting Content and Style☆13Updated last year
- Official code base for "Long-Tailed Diffusion Models With Oriented Calibration" ICLR2024☆12Updated 11 months ago
- ☆28Updated 2 years ago
- Code for the paper "A Whac-A-Mole Dilemma Shortcuts Come in Multiples Where Mitigating One Amplifies Others"☆48Updated 11 months ago
- Official Repository of "On the Effectiveness of LayerNorm Tuning for Continual Learning in Vision Transformers" (Visual Continual Learnin…☆8Updated last year
- This repository is the official implementation of Unleashing the Power of Contrastive Self-Supervised Visual Models via Contrast-Regulari…☆21Updated 2 years ago
- (ICML 2023) Discover and Cure: Concept-aware Mitigation of Spurious Correlation☆41Updated last year
- Official Implementation of Avoiding spurious correlations via logit correction☆17Updated 2 years ago
- [NeurIPS2023] "Selectivity Drives Productivity: Efficient Dataset Pruning for Enhanced Transfer Learning" by Yihua Zhang*, Yimeng Zhang*,…☆13Updated last year
- LCA-on-the-line (ICML 2024 Oral)☆12Updated 4 months ago
- ☆27Updated last year
- LISA for ICML 2022☆49Updated 2 years ago
- This repo implements the CVPR23 paper Trainable Projected Gradient Method for Robust Fine-tuning☆24Updated last year