Weixin-Liang / Modality-GapLinks
Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning
☆167Updated 3 years ago
Alternatives and similar repositories for Modality-Gap
Users that are interested in Modality-Gap are comparing it to the libraries listed below
Sorting:
- ☆59Updated 2 years ago
- ☆62Updated 2 years ago
- official implementation of "Interpreting CLIP's Image Representation via Text-Based Decomposition"☆233Updated 6 months ago
- ☆120Updated 2 years ago
- Experiments and data for the paper "When and why vision-language models behave like bags-of-words, and what to do about it?" Oral @ ICLR …☆286Updated 2 years ago
- [ICCV 2023] Prompt-aligned Gradient for Prompt Tuning☆167Updated 2 years ago
- [NeurIPS 2023] Text data, code and pre-trained models for paper "Improving CLIP Training with Language Rewrites"☆286Updated last year
- [ICLR2023] PLOT: Prompt Learning with Optimal Transport for Vision-Language Models☆170Updated last year
- ☆175Updated last year
- ICLR 2023 DeCap: Decoding CLIP Latents for Zero-shot Captioning☆137Updated 2 years ago
- [CVPR 2024] Contrasting Intra-Modal and Ranking Cross-Modal Hard Negatives to Enhance Visio-Linguistic Fine-grained Understanding☆53Updated 8 months ago
- NegCLIP.☆38Updated 2 years ago
- CVPR 2023: Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification☆105Updated last year
- ☆194Updated 2 years ago
- Code for the paper "Hyperbolic Image-Text Representations", Desai et al, ICML 2023☆188Updated 2 years ago
- [TPAMI] Searching prompt modules for parameter-efficient transfer learning.☆238Updated 2 years ago
- Official Pytorch implementation of "Improved Probabilistic Image-Text Representations" (ICLR 2024)☆58Updated last year
- Toolkit for Elevater Benchmark☆76Updated 2 years ago
- [NeurIPS 2023] A faithful benchmark for vision-language compositionality☆87Updated last year
- Code for Finetune like you pretrain: Improved finetuning of zero-shot vision models☆104Updated 2 years ago
- [ICLR 2024 (Spotlight)] "Frozen Transformers in Language Models are Effective Visual Encoder Layers"☆246Updated last year
- PyTorch implementation of LIMoE☆52Updated last year
- [ICLR 2024] Test-Time RL with CLIP Feedback for Vision-Language Models.☆95Updated last month
- This repo is the official implementation of UPL (Unsupervised Prompt Learning for Vision-Language Models).☆117Updated 3 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
- [NeurIPS 2023] Align Your Prompts: Test-Time Prompting with Distribution Alignment for Zero-Shot Generalization☆110Updated last year
- PyTorch code for "VL-Adapter: Parameter-Efficient Transfer Learning for Vision-and-Language Tasks" (CVPR2022)☆208Updated 2 years ago
- [CVPR 2024] Improving language-visual pretraining efficiency by perform cluster-based masking on images.☆29Updated last year
- Sparse Linear Concept Embeddings☆126Updated 8 months ago
- Official repository for the A-OKVQA dataset☆104Updated last year