Weixin-Liang / Modality-GapLinks
Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning
☆158Updated 2 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 last year
- ☆62Updated 2 years ago
- ☆120Updated 2 years ago
- official implementation of "Interpreting CLIP's Image Representation via Text-Based Decomposition"☆219Updated 2 months ago
- [NeurIPS 2023] Text data, code and pre-trained models for paper "Improving CLIP Training with Language Rewrites"☆283Updated last year
- [ICLR2023] PLOT: Prompt Learning with Optimal Transport for Vision-Language Models☆169Updated last year
- PyTorch implementation of LIMoE☆53Updated last year
- 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 …☆282Updated 2 years ago
- Code to train CLIP model☆116Updated 3 years ago
- [ICCV 2023] Prompt-aligned Gradient for Prompt Tuning☆165Updated 2 years ago
- Official Pytorch implementation of "Improved Probabilistic Image-Text Representations" (ICLR 2024)☆57Updated last year
- [NeurIPS 2023] A faithful benchmark for vision-language compositionality☆82Updated last year
- [TPAMI] Searching prompt modules for parameter-efficient transfer learning.☆233Updated last year
- ☆192Updated 2 years ago
- ☆168Updated last year
- [CVPR 2024] Contrasting Intra-Modal and Ranking Cross-Modal Hard Negatives to Enhance Visio-Linguistic Fine-grained Understanding☆50Updated 4 months ago
- Code for the paper "Hyperbolic Image-Text Representations", Desai et al, ICML 2023☆174Updated last year
- ICLR 2023 DeCap: Decoding CLIP Latents for Zero-shot Captioning☆136Updated 2 years ago
- Toolkit for Elevater Benchmark☆73Updated last year
- Code for Finetune like you pretrain: Improved finetuning of zero-shot vision models☆101Updated last year
- [ICLR 2024 (Spotlight)] "Frozen Transformers in Language Models are Effective Visual Encoder Layers"☆241Updated last year
- [NeurIPS 2023] Align Your Prompts: Test-Time Prompting with Distribution Alignment for Zero-Shot Generalization☆106Updated last year
- NegCLIP.☆34Updated 2 years ago
- PyTorch code for "VL-Adapter: Parameter-Efficient Transfer Learning for Vision-and-Language Tasks" (CVPR2022)☆205Updated 2 years ago
- Official repository for the ICCV 2023 paper: "Waffling around for Performance: Visual Classification with Random Words and Broad Concepts…☆57Updated 2 years ago
- (ICLR 2023) Official PyTorch implementation of "What Do Self-Supervised Vision Transformers Learn?"☆111Updated last year
- Repository for the paper: dense and aligned captions (dac) promote compositional reasoning in vl models☆27Updated last year
- Reproducible scaling laws for contrastive language-image learning (https://arxiv.org/abs/2212.07143)☆172Updated last month
- Official implementation for NeurIPS'23 paper "Geodesic Multi-Modal Mixup for Robust Fine-Tuning"☆34Updated 10 months ago
- CVPR 2023: Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification☆93Updated last year