Alternatives and similar repositories for Lens

Users that are interested in Lens are comparing it to the libraries listed below

• serre-lab / Harmonization
  👋 Aligning Human & Machine Vision using explainability
  ☆53Updated 2 years ago
• deel-ai / Craft
  👋 Code for : "CRAFT: Concept Recursive Activation FacTorization for Explainability" (CVPR 2023)
  ☆71Updated 2 years ago
• KempnerInstitute / overcomplete
  👋 Overcomplete is a Vision-based SAE Toolbox
  ☆110Updated 3 weeks ago
• rachtibat / zennit-crp
  An eXplainable AI toolkit with Concept Relevance Propagation and Relevance Maximization
  ☆139Updated last year
• serre-lab / Horama
  ☆16Updated 7 months ago
• ahmedmagdiosman / clevr-xai
  Dataset and code for the CLEVR-XAI dataset.
  ☆33Updated 2 years ago
• shrebox / B-cosification
  [NeurIPS 2024] Code for the paper: B-cosification: Transforming Deep Neural Networks to be Inherently Interpretable.
  ☆38Updated 2 months ago
• annahedstroem / MetaQuantus
  MetaQuantus is an XAI performance tool to identify reliable evaluation metrics
  ☆40Updated last year
• ViCCo-Group / thingsvision
  Python package for extracting representations from state-of-the-art computer vision models
  ☆176Updated last month
• B-cos / B-cos-v2
  Official PyTorch implementation of improved B-cos models
  ☆55Updated 3 months ago
• mateoespinosa / cem
  Repository for our NeurIPS 2022 paper "Concept Embedding Models", our NeurIPS 2023 paper "Learning to Receive Help", and our ICML 2025 pa…
  ☆71Updated 2 months ago
• ajaysub110 / critical-band-masking
  Code for the NeurIPS 2023 paper "Spatial-frequency channels, shape bias, and adversarial robustness"
  ☆12Updated 2 years ago
• neuroexplicit-saar / Discover-then-Name
  Code for the paper: Discover-then-Name: Task-Agnostic Concept Bottlenecks via Automated Concept Discovery. ECCV 2024.
  ☆53Updated last year
• chr5tphr / zennit
  Zennit is a high-level framework in Python using PyTorch for explaining/exploring neural networks using attribution methods like LRP.
  ☆239Updated 4 months ago
• mertyg / post-hoc-cbm
  Code for the paper "Post-hoc Concept Bottleneck Models". Spotlight @ ICLR 2023
  ☆89Updated last year
• deel-ai / influenciae
  👋 Influenciae is a Tensorflow Toolbox for Influence Functions
  ☆64Updated last year
• Prisma-Multimodal / ViT-Prisma
  ViT Prisma is a mechanistic interpretability library for Vision and Video Transformers (ViTs).
  ☆327Updated 5 months ago
• neuroagents-lab / PyTorchTNN
  Temporal Neural Networks
  ☆21Updated 4 months ago
• evandez / neuron-descriptions
  Natural Language Descriptions of Deep Visual Features, ICLR 2022
  ☆65Updated 2 years ago
• brendel-group / cl-ica
  Code for the paper "Contrastive Learning Inverts the Data Generating Process".
  ☆91Updated last year
• ThomasYerxa / mmcr
  ☆21Updated last year
• baumgach / tue-slurm-helloworld
  Instructions and examples to deploy some PyTorch code on slurm using a Singularity Container
  ☆33Updated 2 years ago
• mkirchhof / url
  Uncertainty-aware representation learning (URL) benchmark
  ☆105Updated 9 months ago
• ahwillia / netrep
  Some methods for comparing network representations in deep learning and neuroscience.
  ☆141Updated last year
• singlasahil14 / salient_imagenet
  Code for the ICLR 2022 paper. Salient Imagenet: How to discover spurious features in deep learning?
  ☆40Updated 3 years ago
• YanNeu / spurious_imagenet
  Spurious Features Everywhere - Large-Scale Detection of Harmful Spurious Features in ImageNet
  ☆32Updated 2 years ago
• UniReps / UniReps-resources
  ☆25Updated 2 years ago
• deel-ai / deel-lip
  Build and train Lipschitz constrained networks: TensorFlow implementation of k-Lipschitz layers
  ☆100Updated 9 months ago
• Crazy-Jack / nips2023_shape_vs_texture
  [NeurIPS 23' Oral] Emergence of Shape Bias in Convolutional Neural Networks through Activation Sparsity
  ☆27Updated last year
• LukasMut / gLocal
  Improving neural network representations using human similarity judgments
  ☆13Updated last year