Alternatives and similar repositories for Linear-Explanations

Users that are interested in Linear-Explanations are comparing it to the libraries listed below

• adaminsky / compositional_concepts
  Code for the CCE algorithm proposed in "Towards Compositionality in Concept Learning" at ICML 2024.
  ☆17Updated last year
• Trustworthy-ML-Lab / Describe-and-Dissect
  [TMLR 25] An automated method for explaining complex neuron behaviors in deep vision models using large language models
  ☆10Updated 10 months ago
• hamidkazemi22 / CLIPInversion
  What do we learn from inverting CLIP models?
  ☆57Updated last year
• paulgavrikov / vlm_shapebias
  Official code for "Can We Talk Models Into Seeing the World Differently?" (ICLR 2025).
  ☆27Updated 11 months ago
• YanNeu / spurious_imagenet
  Spurious Features Everywhere - Large-Scale Detection of Harmful Spurious Features in ImageNet
  ☆32Updated 2 years ago
• tmlabonte / last-layer-retraining
  Official codebase for the NeurIPS 2023 paper: Towards Last-layer Retraining for Group Robustness with Fewer Annotations. https://arxiv.or…
  ☆11Updated last year
• sail-sg / D-TRAK
  Intriguing Properties of Data Attribution on Diffusion Models (ICLR 2024)
  ☆35Updated last year
• Heidelberg-NLP / CC-SHAP-VLM
  Official code implementation for the paper "Do Vision & Language Decoders use Images and Text equally? How Self-consistent are their Expl…
  ☆12Updated 8 months ago
• ElvishElvis / LCA-on-the-line
  LCA-on-the-line (ICML 2024 Oral)
  ☆13Updated 10 months ago
• oripress / EntropyEnigma
  Official code for the ICML 2024 paper "The Entropy Enigma: Success and Failure of Entropy Minimization"
  ☆55Updated last year
• yossigandelsman / second_order_lens
  Official pytorch implementation of "Interpreting the Second-Order Effects of Neurons in CLIP"
  ☆42Updated last year
• brendel-group / clip-ood
  Official code for the paper "Does CLIP's Generalization Performance Mainly Stem from High Train-Test Similarity?" (ICLR 2024)
  ☆10Updated last year
• Saehyung-Lee / DCC
  This repository is the official implementation of Dataset Condensation with Contrastive Signals (DCC), accepted at ICML 2022.
  ☆22Updated 3 years ago
• aengusl / spawrious
  ☆28Updated last year
• princeton-pli / what-makes-good-rm
  [NeurIPS 2025] What Makes a Reward Model a Good Teacher? An Optimization Perspective
  ☆41Updated 3 months ago
• alinlab / b2t
  Bias-to-Text: Debiasing Unknown Visual Biases through Language Interpretation
  ☆32Updated 2 years ago
• VITA-Group / Shake-to-Leak
  [SatML 2024] Shake to Leak: Fine-tuning Diffusion Models Can Amplify the Generative Privacy Risk
  ☆15Updated 9 months ago
• VITA-Group / Robust_Weight_Signatures
  [ICML 2023] "Robust Weight Signatures: Gaining Robustness as Easy as Patching Weights?" by Ruisi Cai, Zhenyu Zhang, Zhangyang Wang
  ☆16Updated 2 years ago
• BatsResearch / ex2
  If CLIP Could Talk: Understanding Vision-Language Model Representations Through Their Preferred Concept Descriptions
  ☆17Updated last year
• sjunhongshen / ORCA
  Official implementation of ORCA proposed in the paper "Cross-Modal Fine-Tuning: Align then Refine"
  ☆74Updated last year
• uclaml / PDE
  Official repo of Progressive Data Expansion: data, code and evaluation
  ☆29Updated 2 years ago
• andrijazz / ash
  Code release for paper Extremely Simple Activation Shaping for Out-of-Distribution Detection
  ☆55Updated last year
• modestyachts / cifar-10.2
  Host CIFAR-10.2 Data Set
  ☆13Updated 4 years ago
• peterljq / Parsimonious-Concept-Engineering
  PaCE: Parsimonious Concept Engineering for Large Language Models (NeurIPS 2024)
  ☆41Updated last year
• ExplainableML / sae-for-vlm
  [NeurIPS 2025] Sparse Autoencoders Learn Monosemantic Features in Vision-Language Models
  ☆55Updated last month
• clemneo / llava-interp
  ☆77Updated last year
• ExplainableML / WaffleCLIP
  Official repository for the ICCV 2023 paper: "Waffling around for Performance: Visual Classification with Random Words and Broad Concepts…
  ☆61Updated 2 years ago
• YuYang0901 / CLIP-spurious-finetune
  Mitigating Spurious Correlations in Multi-modal Models during Fine-tuning (ICML 2023)
  ☆19Updated 2 years ago
• i-gao / targeted-augs
  Code for paper "Out-of-Domain Robustness via Targeted Augmentations"
  ☆14Updated 2 years ago
• gortizji / tangent_task_arithmetic
  Source code of "Task arithmetic in the tangent space: Improved editing of pre-trained models".
  ☆108Updated 2 years ago