pliang279 / FactorCLLinks
[NeurIPS 2023] Factorized Contrastive Learning: Going Beyond Multi-view Redundancy
☆72Updated last year
Alternatives and similar repositories for FactorCL
Users that are interested in FactorCL are comparing it to the libraries listed below
Sorting:
- [NeurIPS 2023, ICMI 2023] Quantifying & Modeling Multimodal Interactions☆80Updated 11 months ago
- Official Implementation of "Geometric Multimodal Contrastive Representation Learning" (https://arxiv.org/abs/2202.03390)☆28Updated 9 months ago
- [ICLR 2023] MultiViz: Towards Visualizing and Understanding Multimodal Models☆97Updated last year
- Official Code for ICLR 2024 Paper: Non-negative Contrastive Learning☆45Updated last year
- [TMLR 2022] High-Modality Multimodal Transformer☆117Updated 11 months ago
- Characterizing and overcoming the greedy nature of learning in multi-modal deep neural networks☆30Updated 3 years ago
- ☆22Updated 3 years ago
- Official implementation for NeurIPS'23 paper "Geodesic Multi-Modal Mixup for Robust Fine-Tuning"☆34Updated last year
- Multimodal Masked Autoencoders (M3AE): A JAX/Flax Implementation☆103Updated 7 months ago
- [NeurIPS'24] Multilinear Mixture of Experts: Scalable Expert Specialization through Factorization☆35Updated last year
- ICLR 2024 | Fully Hyperbolic Convolutional Neural Networks for Computer Vision | Official Implementation☆73Updated last year
- CVPR 2022, Robust Contrastive Learning against Noisy Views☆84Updated 3 years ago
- Implementation of Zorro, Masked Multimodal Transformer, in Pytorch☆96Updated last year
- PyTorch implementation of LIMoE☆52Updated last year
- Official implementation of ORCA proposed in the paper "Cross-Modal Fine-Tuning: Align then Refine"☆72Updated last year
- Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning☆162Updated 3 years ago
- ☆65Updated 3 years ago
- [T-PAMI] A curated list of self-supervised multimodal learning resources.☆263Updated last year
- ☆28Updated 3 years ago
- Code and benchmark for the paper: "A Practitioner's Guide to Continual Multimodal Pretraining" [NeurIPS'24]☆58Updated 10 months ago
- A simple cross attention that updates both the source and target in one step☆182Updated 2 months ago
- [ICLR 23 oral] The Modality Focusing Hypothesis: Towards Understanding Crossmodal Knowledge Distillation☆45Updated 2 years ago
- This is the official implementation for Image Clustering via the Principle of Rate Reduction in the Age of Pretrained Models.☆30Updated 2 years ago
- ☆120Updated 2 years ago
- Temperature Schedules for self-supervised contrastive methods on long-tail data (ICLR'23)☆17Updated 2 years ago
- This is the official code for NeurIPS 2023 paper "Learning Unseen Modality Interaction"☆16Updated last year
- Hyperbolic Busemann Learning with Ideal Prototypes, NeurIPS2021☆24Updated 3 years ago
- ☆160Updated 3 months ago
- [NeurIPS 2024] Official implementation of paper "Perceiving Longer Sequences With Bi-Directional Cross-Attention Transformers"☆18Updated 7 months ago
- Repository for research works and resources related to model reprogramming <https://arxiv.org/abs/2202.10629>☆61Updated 3 weeks ago