Alternatives and similar repositories for SpLiCE

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

• yossigandelsman / clip_text_span
  official implementation of "Interpreting CLIP's Image Representation via Text-Based Decomposition"
  ☆234Updated 6 months ago
• facebookresearch / meru
  Code for the paper "Hyperbolic Image-Text Representations", Desai et al, ICML 2023
  ☆191Updated 2 years ago
• Weixin-Liang / Modality-Gap
  Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning
  ☆168Updated 3 years ago
• Understanding-Visual-Datasets / VisDiff
  Official implementation of "Describing Differences in Image Sets with Natural Language" (CVPR 2024 Oral)
  ☆129Updated last month
• yossigandelsman / second_order_lens
  Official pytorch implementation of "Interpreting the Second-Order Effects of Neurons in CLIP"
  ☆42Updated last year
• lisadunlap / ALIA
  Augmenting with Language-guided Image Augmentation (ALIA)
  ☆80Updated 2 years ago
• yuhui-zh15 / VLMClassifier
  Official implementation of "Why are Visually-Grounded Language Models Bad at Image Classification?" (NeurIPS 2024)
  ☆94Updated last year
• google-research / syn-rep-learn
  Learning from synthetic data - code and models
  ☆326Updated 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
• google-research / silc
  [ECCV 2024] Official Release of SILC: Improving vision language pretraining with self-distillation
  ☆47Updated last year
• mihirp1998 / Diffusion-TTA
  Diffusion-TTA improves pre-trained discriminative models such as image classifiers or segmentors using pre-trained generative models.
  ☆79Updated last year
• ChenDelong1999 / subobjects
  Official repository of paper "Subobject-level Image Tokenization" (ICML-25)
  ☆91Updated 5 months ago
• TonyLianLong / CrossMAE
  Official Implementation of the CrossMAE paper: Rethinking Patch Dependence for Masked Autoencoders
  ☆128Updated 8 months ago
• facebookresearch / RCDM
  Visualizing representations with diffusion based conditional generative model.
  ☆103Updated 2 years ago
• hammoudhasan / SynthCLIP
  Code base of SynthCLIP: CLIP training with purely synthetic text-image pairs from LLMs and TTIs.
  ☆101Updated 9 months ago
• Trustworthy-ML-Lab / CLIP-dissect
  [ICLR 23 spotlight] An automatic and efficient tool to describe functionalities of individual neurons in DNNs
  ☆59Updated 2 years ago
• Cyang-Zhao / Grad-Eclip
  ☆63Updated 2 months ago
• virajprabhu / LANCE
  LANCE: Stress-testing Visual Models by Generating Language-guided Counterfactual Images
  ☆32Updated 2 years ago
• yuhui-zh15 / drml
  Official Code Release for "Diagnosing and Rectifying Vision Models using Language" (ICLR 2023)
  ☆34Updated 2 years ago
• Trustworthy-ML-Lab / Label-free-CBM
  [ICLR 23] A new framework to transform any neural networks into an interpretable concept-bottleneck-model (CBM) without needing labeled c…
  ☆128Updated last year
• amitakamath / whatsup_vlms
  Code and datasets for "What’s “up” with vision-language models? Investigating their struggle with spatial reasoning".
  ☆68Updated last year
• YueYANG1996 / LaBo
  CVPR 2023: Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification
  ☆105Updated last year
• altndrr / vic
  Code implementation of our NeurIPS 2023 paper: Vocabulary-free Image Classification
  ☆107Updated last year
• alhojel / visual_task_vectors
  ☆40Updated last year
• kyegomez / Vit-RGTS
  Open source implementation of "Vision Transformers Need Registers"
  ☆202Updated 2 months ago
• mzhaoshuai / RLCF
  [ICLR 2024] Test-Time RL with CLIP Feedback for Vision-Language Models.
  ☆95Updated 2 months ago
• RAIVNLab / sugar-crepe
  [NeurIPS 2023] A faithful benchmark for vision-language compositionality
  ☆87Updated last year
• goel-shashank / CyCLIP
  ☆120Updated 2 years ago
• deeplearning-wisc / dream-ood
  source code for NeurIPS'23 paper "Dream the Impossible: Outlier Imagination with Diffusion Models"
  ☆72Updated 8 months ago
• iancovert / locality-alignment
  ☆53Updated 11 months ago