BatsResearch / ex2Links
If CLIP Could Talk: Understanding Vision-Language Model Representations Through Their Preferred Concept Descriptions
☆17Updated last year
Alternatives and similar repositories for ex2
Users that are interested in ex2 are comparing it to the libraries listed below
Sorting:
- ☆29Updated 3 years ago
- Code for "Are “Hierarchical” Visual Representations Hierarchical?" in NeurIPS Workshop for Symmetry and Geometry in Neural Representation…☆22Updated 2 years ago
- Official code for "pi-Tuning: Transferring Multimodal Foundation Models with Optimal Multi-task Interpolation", ICML 2023.☆33Updated 2 years ago
- [ICCV 2023] Going Beyond Nouns With Vision & Language Models Using Synthetic Data☆14Updated 2 years ago
- [NLPCC'23] ZeroGen: Zero-shot Multimodal Controllable Text Generation with Multiple Oracles PyTorch Implementation☆14Updated 2 years ago
- The released data for paper "Measuring and Improving Chain-of-Thought Reasoning in Vision-Language Models".☆34Updated 2 years ago
- Official code for the paper "Does CLIP's Generalization Performance Mainly Stem from High Train-Test Similarity?" (ICLR 2024)☆10Updated last year
- Follow-Up Differential Descriptions: Language Models Resolve Ambiguities for Image Classification☆11Updated 2 years ago
- ☆35Updated last year
- COLA: Evaluate how well your vision-language model can Compose Objects Localized with Attributes!☆25Updated last year
- Code for "CLIP Behaves like a Bag-of-Words Model Cross-modally but not Uni-modally"☆18Updated 11 months ago
- Code for T-MARS data filtering☆35Updated 2 years ago
- Do Vision and Language Models Share Concepts? A Vector Space Alignment Study☆16Updated last year
- [NeurIPS 2023] Official repository for "Distilling Out-of-Distribution Robustness from Vision-Language Foundation Models"☆12Updated last year
- Code and datasets for "Text encoders are performance bottlenecks in contrastive vision-language models". Coming soon!☆11Updated 2 years ago
- Test-Time Distribution Normalization For Contrastively Learned Vision-language Models☆27Updated 2 years ago
- Code for paper "Unraveling Cross-Modality Knowledge Conflicts in Large Vision-Language Models."☆50Updated last year
- We introduce new approach, Token Reduction using CLIP Metric (TRIM), aimed at improving the efficiency of MLLMs without sacrificing their…☆20Updated last week
- [ACL 2023] Delving into the Openness of CLIP☆24Updated 3 years ago
- [ICCV23] Official implementation of eP-ALM: Efficient Perceptual Augmentation of Language Models.☆27Updated 2 years ago
- Code and benchmark for the paper: "A Practitioner's Guide to Continual Multimodal Pretraining" [NeurIPS'24]☆61Updated last year
- [TMLR 2024] Official implementation of "Sight Beyond Text: Multi-Modal Training Enhances LLMs in Truthfulness and Ethics"☆20Updated 2 years ago
- ☆55Updated last year
- ☆46Updated last year
- Code for 'Why is Winoground Hard? Investigating Failures in Visuolinguistic Compositionality', EMNLP 2022☆31Updated 2 years ago
- ☆25Updated 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
- Public code repo for EMNLP 2024 Findings paper "MACAROON: Training Vision-Language Models To Be Your Engaged Partners"☆14Updated last year
- code for "Multitask Vision-Language Prompt Tuning" https://arxiv.org/abs/2211.11720☆56Updated last year
- https://arxiv.org/abs/2209.15162☆53Updated 2 years ago