amitakamath / vl_text_encoders_are_bottlenecksLinks
Code and datasets for "Text encoders are performance bottlenecks in contrastive vision-language models". Coming soon!
☆11Updated 2 years ago
Alternatives and similar repositories for vl_text_encoders_are_bottlenecks
Users that are interested in vl_text_encoders_are_bottlenecks are comparing it to the libraries listed below
Sorting:
- Code for "CLIP Behaves like a Bag-of-Words Model Cross-modally but not Uni-modally"☆14Updated 5 months ago
- [CVPR23 Highlight] CREPE: Can Vision-Language Foundation Models Reason Compositionally?☆33Updated 2 years ago
- COLA: Evaluate how well your vision-language model can Compose Objects Localized with Attributes!☆24Updated 8 months ago
- ☆10Updated last year
- Repository for the paper: dense and aligned captions (dac) promote compositional reasoning in vl models☆27Updated last year
- Compress conventional Vision-Language Pre-training data☆51Updated last year
- [ECCV’24] Official repository for "BEAF: Observing Before-AFter Changes to Evaluate Hallucination in Vision-language Models"☆20Updated 4 months ago
- VPEval Codebase from Visual Programming for Text-to-Image Generation and Evaluation (NeurIPS 2023)☆45Updated last year
- ☆37Updated last year
- Code for "Are “Hierarchical” Visual Representations Hierarchical?" in NeurIPS Workshop for Symmetry and Geometry in Neural Representation…☆21Updated last year
- Code and data setup for the paper "Are Diffusion Models Vision-and-language Reasoners?"☆32Updated last year
- [ICCV23] Official implementation of eP-ALM: Efficient Perceptual Augmentation of Language Models.☆27Updated last year
- Code and data for the paper "Emergent Visual-Semantic Hierarchies in Image-Text Representations" (ECCV 2024)☆29Updated 11 months ago
- Official Code Release for "Diagnosing and Rectifying Vision Models using Language" (ICLR 2023)☆33Updated 2 years ago
- Official code for the paper "Does CLIP's Generalization Performance Mainly Stem from High Train-Test Similarity?" (ICLR 2024)☆10Updated 11 months ago
- Official This-Is-My Dataset published in CVPR 2023☆16Updated last year
- Official repo for the TMLR paper "Discffusion: Discriminative Diffusion Models as Few-shot Vision and Language Learners"☆30Updated last year
- This repository contains the Adverbs in Recipes (AIR) dataset and the code published at the CVPR 23 paper: "Learning Action Changes by Me…☆13Updated 2 years ago
- VisualGPTScore for visio-linguistic reasoning☆27Updated last year
- Code for the paper "If at First You Don't Succeed, Try, Try Again: Faithful Diffusion-based Text-to-Image Generation by Selection"☆27Updated 2 years ago
- ☆29Updated 2 years ago
- ☆34Updated last year
- Benchmarking Multi-Image Understanding in Vision and Language Models☆11Updated last year
- [ICLR 23] Contrastive Aligned of Vision to Language Through Parameter-Efficient Transfer Learning☆39Updated 2 years ago
- ☆52Updated 3 years ago
- Visual Programming for Text-to-Image Generation and Evaluation (NeurIPS 2023)☆56Updated 2 years ago
- Repo for paper: "Paxion: Patching Action Knowledge in Video-Language Foundation Models" Neurips 23 Spotlight☆37Updated 2 years ago
- [NeurIPS 2024] Official PyTorch implementation of "Improving Compositional Reasoning of CLIP via Synthetic Vision-Language Negatives"☆41Updated 8 months ago
- ☆51Updated 4 months ago
- [ICCV 2023] Going Beyond Nouns With Vision & Language Models Using Synthetic Data☆12Updated last year