pliang279 / MultiVizLinks
[ICLR 2023] MultiViz: Towards Visualizing and Understanding Multimodal Models
☆97Updated last year
Alternatives and similar repositories for MultiViz
Users that are interested in MultiViz are comparing it to the libraries listed below
Sorting:
- [NeurIPS 2023, ICMI 2023] Quantifying & Modeling Multimodal Interactions☆78Updated 9 months ago
- [NeurIPS 2023] Factorized Contrastive Learning: Going Beyond Multi-view Redundancy☆70Updated last year
- [TMLR 2022] High-Modality Multimodal Transformer☆117Updated 9 months ago
- Official Implementation of "Geometric Multimodal Contrastive Representation Learning" (https://arxiv.org/abs/2202.03390)☆28Updated 7 months ago
- Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning☆158Updated 2 years ago
- Characterizing and overcoming the greedy nature of learning in multi-modal deep neural networks☆29Updated 3 years ago
- [T-PAMI] A curated list of self-supervised multimodal learning resources.☆263Updated last year
- This repository provides a comprehensive collection of research papers focused on multimodal representation learning, all of which have b…☆77Updated 2 months ago
- A curated list of vision-and-language pre-training (VLP). :-)☆59Updated 3 years ago
- Code and benchmark for the paper: "A Practitioner's Guide to Continual Multimodal Pretraining" [NeurIPS'24]☆57Updated 8 months ago
- Visual Language Transformer Interpreter - An interactive visualization tool for interpreting vision-language transformers☆94Updated last year
- Code for the paper "Post-hoc Concept Bottleneck Models". Spotlight @ ICLR 2023☆82Updated last year
- Holistic evaluation of multimodal foundation models☆48Updated last year
- Code Example for Learning Multimodal Data Augmentation in Feature Space☆43Updated 2 years ago
- Official implementation for NeurIPS'23 paper "Geodesic Multi-Modal Mixup for Robust Fine-Tuning"☆34Updated 11 months ago
- [ICCV 2023] ViLLA: Fine-grained vision-language representation learning from real-world data☆45Updated last year
- CVPR 2022, Robust Contrastive Learning against Noisy Views☆84Updated 3 years ago
- PyTorch implementation of LIMoE☆52Updated last year
- ☆161Updated 2 months ago
- ☆120Updated 2 years ago
- Multimodal Masked Autoencoders (M3AE): A JAX/Flax Implementation☆103Updated 6 months ago
- [ICLR 23] A new framework to transform any neural networks into an interpretable concept-bottleneck-model (CBM) without needing labeled c…☆110Updated last year
- I2M2: Jointly Modeling Inter- & Intra-Modality Dependencies for Multi-modal Learning (NeurIPS 2024)☆22Updated 9 months ago
- NLX-GPT: A Model for Natural Language Explanations in Vision and Vision-Language Tasks, CVPR 2022 (Oral)☆48Updated last year
- Implementation of Zorro, Masked Multimodal Transformer, in Pytorch☆97Updated last year
- Implementation for the paper "Reliable Visual Question Answering Abstain Rather Than Answer Incorrectly" (ECCV 2022: https//arxiv.org/abs…☆35Updated 2 years ago
- This is the official implementation of the paper "MM-SHAP: A Performance-agnostic Metric for Measuring Multimodal Contributions in Vision…☆31Updated last year
- Official Code Release for "Diagnosing and Rectifying Vision Models using Language" (ICLR 2023)☆34Updated 2 years ago
- MultiModN – Multimodal, Multi-Task, Interpretable Modular Networks (NeurIPS 2023)☆33Updated last year
- [CVPR 2023] Learning Visual Representations via Language-Guided Sampling☆149Updated 2 years ago