BatsResearch / ex2
If CLIP Could Talk: Understanding Vision-Language Model Representations Through Their Preferred Concept Descriptions
☆16Updated last year
Alternatives and similar repositories for ex2:
Users that are interested in ex2 are comparing it to the libraries listed below
- Follow-Up Differential Descriptions: Language Models Resolve Ambiguities for Image Classification☆11Updated last year
- Code for "Are “Hierarchical” Visual Representations Hierarchical?" in NeurIPS Workshop for Symmetry and Geometry in Neural Representation…☆20Updated last year
- ☆29Updated 2 years ago
- COLA: Evaluate how well your vision-language model can Compose Objects Localized with Attributes!☆24Updated 4 months ago
- Official code for "pi-Tuning: Transferring Multimodal Foundation Models with Optimal Multi-task Interpolation", ICML 2023.☆32Updated last year
- Official Code Release for "Diagnosing and Rectifying Vision Models using Language" (ICLR 2023)☆33Updated last year
- The released data for paper "Measuring and Improving Chain-of-Thought Reasoning in Vision-Language Models".☆32Updated last year
- Implementation and dataset for paper "Can MLLMs Perform Text-to-Image In-Context Learning?"☆36Updated last month
- Code and datasets for "Text encoders are performance bottlenecks in contrastive vision-language models". Coming soon!☆11Updated last year
- Do Vision and Language Models Share Concepts? A Vector Space Alignment Study☆14Updated 4 months ago
- Code for 'Why is Winoground Hard? Investigating Failures in Visuolinguistic Compositionality', EMNLP 2022☆30Updated last year
- Code for T-MARS data filtering☆35Updated last year
- Public code repo for EMNLP 2024 Findings paper "MACAROON: Training Vision-Language Models To Be Your Engaged Partners"☆14Updated 6 months ago
- Official repository for the ICCV 2023 paper: "Waffling around for Performance: Visual Classification with Random Words and Broad Concepts…☆56Updated last year
- Holistic Coverage and Faithfulness Evaluation of Large Vision-Language Models (ACL-Findings 2024)☆16Updated 11 months ago
- ☆10Updated 5 months ago
- ☆32Updated last year
- [ACL 2023] Delving into the Openness of CLIP☆23Updated 2 years ago
- ☆19Updated last year
- Official code for the paper "Does CLIP's Generalization Performance Mainly Stem from High Train-Test Similarity?" (ICLR 2024)☆11Updated 7 months ago
- ☆40Updated 5 months ago
- Implementation for the paper "Reliable Visual Question Answering Abstain Rather Than Answer Incorrectly" (ECCV 2022: https//arxiv.org/abs…☆33Updated last year
- An Enhanced CLIP Framework for Learning with Synthetic Captions☆28Updated last week
- ☆12Updated 3 months ago
- Repository for the paper: dense and aligned captions (dac) promote compositional reasoning in vl models☆27Updated last year
- ☆28Updated last month
- We introduce new approach, Token Reduction using CLIP Metric (TRIM), aimed at improving the efficiency of MLLMs without sacrificing their…☆12Updated 4 months ago
- [CVPR23 Highlight] CREPE: Can Vision-Language Foundation Models Reason Compositionally?☆32Updated last year
- ☆26Updated 3 years ago
- Compress conventional Vision-Language Pre-training data☆49Updated last year