reds-lab / LAVALinks
This is an official repository for "LAVA: Data Valuation without Pre-Specified Learning Algorithms" (ICLR2023).
☆48Updated last year
Alternatives and similar repositories for LAVA
Users that are interested in LAVA are comparing it to the libraries listed below
Sorting:
- Scalable data valuation using optimal transport (ICLR 2025)☆12Updated last year
- OpenDataVal: a Unified Benchmark for Data Valuation in Python (NeurIPS 2023)☆98Updated 4 months ago
- A modern look at the relationship between sharpness and generalization [ICML 2023]☆43Updated last year
- Towards Understanding Sharpness-Aware Minimization [ICML 2022]☆35Updated 2 years ago
- ☆34Updated last year
- Code for the paper "The Journey, Not the Destination: How Data Guides Diffusion Models"☆22Updated last year
- Benchmark for Natural Temporal Distribution Shift (NeurIPS 2022)☆66Updated 2 years ago
- Influence Analysis and Estimation - Survey, Papers, and Taxonomy☆78Updated last year
- A simple PyTorch implementation of influence functions.☆88Updated 11 months ago
- `dattri` is a PyTorch library for developing, benchmarking, and deploying efficient data attribution algorithms.☆75Updated last month
- Preprint: Asymmetry in Low-Rank Adapters of Foundation Models☆35Updated last year
- Sharpness-Aware Minimization Leads to Low-Rank Features [NeurIPS 2023]☆28Updated last year
- Bayesian Low-Rank Adaptation for Large Language Models☆33Updated 11 months ago
- Official Repository for ICML 2023 paper "Can Neural Network Memorization Be Localized?"☆18Updated last year
- Weight-Averaged Sharpness-Aware Minimization (NeurIPS 2022)☆28Updated 2 years ago
- Predicting Out-of-Distribution Error with the Projection Norm☆18Updated 2 years ago
- Code for the paper "Efficient Dataset Distillation using Random Feature Approximation"☆37Updated 2 years ago
- [ECCV24] "Challenging Forgets: Unveiling the Worst-Case Forget Sets in Machine Unlearning" by Chongyu Fan*, Jiancheng Liu*, Alfred Hero, …☆21Updated last week
- ☆15Updated 9 months ago
- This is an official repository for "Performance Scaling via Optimal Transport: Enabling Data Selection from Partially Revealed Sources" (…☆14Updated last year
- Deep Learning & Information Bottleneck☆60Updated last year
- Distilling Model Failures as Directions in Latent Space☆47Updated 2 years ago
- ☆32Updated last year
- ☆28Updated 2 years ago
- ☆67Updated 5 months ago
- Code repository for the paper "Invariant and Transportable Representations for Anti-Causal Domain Shifts"☆16Updated 2 years ago
- Official repository of "Localizing Task Information for Improved Model Merging and Compression" [ICML 2024]☆44Updated 7 months ago
- Source code of "Task arithmetic in the tangent space: Improved editing of pre-trained models".☆102Updated last year
- Code for the paper "A Light Recipe to Train Robust Vision Transformers" [SaTML 2023]☆52Updated 2 years ago
- Code repository of the paper "Alleviating Adversarial Attacks on Variational Autoencoders with MCMC" published at NeurIPS 2022. https://a…☆10Updated 2 years ago