junchen14 / Multi-Modal-Transformer
The repository collects many various multi-modal transformer architectures, including image transformer, video transformer, image-language transformer, video-language transformer and self-supervised learning models. Additionally, it also collects many useful tutorials and tools in these related domains.
☆226Updated 2 years ago
Alternatives and similar repositories for Multi-Modal-Transformer:
Users that are interested in Multi-Modal-Transformer are comparing it to the libraries listed below
- PyTorch GPU distributed training code for MIL-NCE HowTo100M☆216Updated 2 years ago
- Multi-Modal Transformer for Video Retrieval☆258Updated 5 months ago
- Official implementation of "Everything at Once - Multi-modal Fusion Transformer for Video Retrieval". CVPR 2022☆102Updated 2 years ago
- PyTorch implementation of a collections of scalable Video Transformer Benchmarks.☆292Updated 2 years ago
- [CVPR 2022 Oral] TubeDETR: Spatio-Temporal Video Grounding with Transformers☆177Updated last year
- An official implementation for "X-CLIP: End-to-End Multi-grained Contrastive Learning for Video-Text Retrieval"☆153Updated 11 months ago
- Recent Advances in Vision and Language Pre-training (VLP)☆293Updated last year
- ☆192Updated 2 years ago
- [SIGIR 2022] CenterCLIP: Token Clustering for Efficient Text-Video Retrieval. Also, a text-video retrieval toolbox based on CLIP + fast p…☆130Updated 2 years ago
- METER: A Multimodal End-to-end TransformER Framework☆368Updated 2 years ago
- [NeurIPS'20] Self-supervised Co-Training for Video Representation Learning. Tengda Han, Weidi Xie, Andrew Zisserman.☆288Updated 3 years ago
- Video Contrastive Learning with Global Context, ICCVW 2021☆158Updated 2 years ago
- ☆173Updated 2 years ago
- Align and Prompt: Video-and-Language Pre-training with Entity Prompts☆185Updated 2 years ago
- Official Pytorch implementation of "Probabilistic Cross-Modal Embedding" (CVPR 2021)☆129Updated last year
- A curated list of awesome self-supervised learning methods in videos☆130Updated 3 weeks ago
- A Survey on multimodal learning research.☆322Updated last year
- An official implementation for " UniVL: A Unified Video and Language Pre-Training Model for Multimodal Understanding and Generation"☆348Updated 8 months ago
- ☆66Updated 3 years ago
- Code Release for MeMViT Memory-Augmented Multiscale Vision Transformer for Efficient Long-Term Video Recognition, CVPR 2022☆148Updated 2 years ago
- PyTorch implementation of BEVT (CVPR 2022) https://arxiv.org/abs/2112.01529☆159Updated 2 years ago
- Implementation of STAM (Space Time Attention Model), a pure and simple attention model that reaches SOTA for video classification☆131Updated 3 years ago
- [T-PAMI] A curated list of self-supervised multimodal learning resources.☆248Updated 7 months ago
- [ICLR 2022] code for "How Much Can CLIP Benefit Vision-and-Language Tasks?" https://arxiv.org/abs/2107.06383☆410Updated 2 years ago
- Code for the HowTo100M paper☆262Updated 5 years ago
- End-to-End Dense Video Captioning with Parallel Decoding (ICCV 2021)☆217Updated last year
- Code for the paper: Anticipative Feature Fusion Transformer for Multi-Modal Action Anticipation.☆31Updated last year
- Code release for ICCV 2021 paper "Anticipative Video Transformer"☆153Updated 3 years ago
- [CVPR 2021 Best Student Paper Honorable Mention, Oral] Official PyTorch code for ClipBERT, an efficient framework for end-to-end learning…☆717Updated last year
- PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.☆86Updated 3 years ago