yossigandelsman / second_order_lensLinks
Official pytorch implementation of "Interpreting the Second-Order Effects of Neurons in CLIP"
☆42Updated last year
Alternatives and similar repositories for second_order_lens
Users that are interested in second_order_lens are comparing it to the libraries listed below
Sorting:
- Code and datasets for "What’s “up” with vision-language models? Investigating their struggle with spatial reasoning".☆68Updated last year
- Official Code Release for "Diagnosing and Rectifying Vision Models using Language" (ICLR 2023)☆34Updated 2 years ago
- Official repository for the ICCV 2023 paper: "Waffling around for Performance: Visual Classification with Random Words and Broad Concepts…☆61Updated 2 years ago
- source code for NeurIPS'23 paper "Dream the Impossible: Outlier Imagination with Diffusion Models"☆72Updated 9 months ago
- ☆35Updated last year
- Code for "CLIP Behaves like a Bag-of-Words Model Cross-modally but not Uni-modally"☆18Updated 11 months ago
- Implementation and dataset for paper "Can MLLMs Perform Text-to-Image In-Context Learning?"☆42Updated 7 months ago
- ☆77Updated last year
- What do we learn from inverting CLIP models?☆57Updated last year
- [ICLR '25] Official Pytorch implementation of "Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations"☆96Updated last month
- [Arxiv] Aligning Modalities in Vision Large Language Models via Preference Fine-tuning☆91Updated last year
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆84Updated 2 months ago
- [NeurIPS 2025] Sparse Autoencoders Learn Monosemantic Features in Vision-Language Models☆59Updated last month
- Official code for the paper "Does CLIP's Generalization Performance Mainly Stem from High Train-Test Similarity?" (ICLR 2024)☆10Updated last year
- Code and data setup for the paper "Are Diffusion Models Vision-and-language Reasoners?"☆33Updated last year
- ☆40Updated last year
- [ACL2025] Unsolvable Problem Detection: Robust Understanding Evaluation for Large Multimodal Models☆79Updated 7 months ago
- Holistic evaluation of multimodal foundation models☆49Updated last year
- [NeurIPS 2024] Official Repository of Multi-Object Hallucination in Vision-Language Models☆33Updated last year
- Sparse Linear Concept Embeddings☆127Updated 9 months ago
- Github repository for "Why Is Spatial Reasoning Hard for VLMs? An Attention Mechanism Perspective on Focus Areas" (ICML 2025)☆68Updated 8 months ago
- Augmenting with Language-guided Image Augmentation (ALIA)☆81Updated 2 years ago
- ☆25Updated 2 years ago
- Code for Debiasing Vision-Language Models via Biased Prompts☆60Updated 2 years ago
- Code release for "Understanding Bias in Large-Scale Visual Datasets"☆22Updated last year
- If CLIP Could Talk: Understanding Vision-Language Model Representations Through Their Preferred Concept Descriptions☆17Updated last year
- Github repository for "Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging" (ICML 2025)☆87Updated 3 months ago
- Official implementation of "Describing Differences in Image Sets with Natural Language" (CVPR 2024 Oral)☆129Updated 2 months ago
- Do Vision and Language Models Share Concepts? A Vector Space Alignment Study☆16Updated last year
- Official codebase for the NeurIPS 2023 paper: Towards Last-layer Retraining for Group Robustness with Fewer Annotations. https://arxiv.or…☆11Updated last year