[ICML 2024] Probabilistic Conceptual Explainers (PACE): Trustworthy Conceptual Explanations for Vision Foundation Models
☆18Sep 25, 2025Updated 5 months ago
Alternatives and similar repositories for interpretable-foundation-models
Users that are interested in interpretable-foundation-models are comparing it to the libraries listed below
Sorting:
- Synthetic histology using GANs, for deep learning model explainability and trainee education.☆16Jan 5, 2024Updated 2 years ago
- Concept-based generative models☆13Dec 13, 2024Updated last year
- [NAACL 2025 Oral] Multimodal Needle in a Haystack (MMNeedle): Benchmarking Long-Context Capability of Multimodal Large Language Models☆54Feb 22, 2026Updated last month
- Public code release for the paper "Reawakening knowledge: Anticipatory recovery from catastrophic interference via structured training"☆11Oct 27, 2025Updated 4 months ago
- [ICML 2020] Continuously Indexed Domain Adaptation☆122Sep 3, 2022Updated 3 years ago
- ☆24Oct 3, 2025Updated 5 months ago
- This is the repo for constructing a comprehensive and rigorous evaluation framework for LLM calibration.☆13Apr 9, 2024Updated last year
- Officially unofficial PyTorch code for the NIPS paper 'Natural-Parameter Networks: A Class of Probabilistic Neural Networks'☆11Sep 28, 2021Updated 4 years ago
- Source code for a LoRA-based continual relation extraction method.☆14Sep 25, 2023Updated 2 years ago
- TimeFlow is a continuous-time time series model that uses implicit neural representations and a latent code adaptation mechanism to impu…☆13Nov 8, 2025Updated 4 months ago
- ☆14Nov 4, 2022Updated 3 years ago
- ☆20Apr 16, 2025Updated 11 months ago
- Official code for DPM : A Novel Training Method for Physics-Informed Neural Networks in Extrapolation☆10Nov 2, 2021Updated 4 years ago
- The official repository of 'Unnatural Language Are Not Bugs but Features for LLMs'☆24May 20, 2025Updated 10 months ago
- Implementation for the paper 'Momentum Stiefel Optimizer, with Applications to Suitably-Orthogonal Attention, and Optimal Transport' (ICL…☆17Jan 1, 2025Updated last year
- [ICLR 25] A novel framework for building intrinsically interpretable LLMs with human-understandable concepts to ensure safety, reliabilit…☆31Feb 5, 2026Updated last month
- ☆21Jun 5, 2025Updated 9 months ago
- The official implementation of "LightTransfer: Your Long-Context LLM is Secretly a Hybrid Model with Effortless Adaptation"☆22Apr 22, 2025Updated 11 months ago
- Code for the paper "Mehta, S. V., Patil, D., Chandar, S., & Strubell, E. (2023). An Empirical Investigation of the Role of Pre-training i…☆17Mar 18, 2024Updated 2 years ago
- ☆16Mar 17, 2025Updated last year
- The Dataset and Official Implementation for <Discursive Socratic Questioning: Evaluating the Faithfulness of Language Models’ Understandi…☆18Aug 7, 2024Updated last year
- This repository contains the official code for the CVPR 2023 paper ``Adversarial Counterfactual Visual Explanations''☆46Mar 12, 2025Updated last year
- ☆21Mar 25, 2023Updated 2 years ago
- 🚀 Sliding Window Attention Training for Efficient Large Language Models☆16Dec 8, 2025Updated 3 months ago
- ☆17Mar 31, 2024Updated last year
- [ArXiv 2025] Denial-of-Service Poisoning Attacks on Large Language Models☆23Oct 22, 2024Updated last year
- ☆10Updated this week
- ☆28Oct 19, 2021Updated 4 years ago
- Code for "Language Models Can Learn from Verbal Feedback Without Scalar Rewards"☆60Jan 5, 2026Updated 2 months ago
- Reinforcement Learning Project☆12Jan 16, 2017Updated 9 years ago
- ☆12Dec 15, 2022Updated 3 years ago
- [MM 2022] MM-ALT: A Multimodal Automatic Lyric Transcription System (Oral, Top paper award)☆21Mar 16, 2024Updated 2 years ago
- Adding new tasks to T0 without catastrophic forgetting☆33Oct 20, 2022Updated 3 years ago
- My implementations of deep neural networks for practice.☆23Nov 5, 2017Updated 8 years ago
- The official repository for SkyLadder: Better and Faster Pretraining via Context Window Scheduling☆42Dec 29, 2025Updated 2 months ago
- ☆33Apr 22, 2025Updated 11 months ago
- Implementing obstacle avoidance and path planning for the Pioneer 3-DX robot using Python, PyTorch, and the deep reinforcement learning a…☆36Mar 14, 2024Updated 2 years ago
- The official github repo for "Training Optimal Large Diffusion Language Models", the first-ever large-scale diffusion language models sca…☆45Nov 6, 2025Updated 4 months ago
- Contains Jupyter notebooks and other materials prepared for the course Numerical Methods offered at TIFR Hyderabad (https://moldis-group.…☆12Dec 26, 2022Updated 3 years ago