Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm
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Sep 19, 2022 - Python
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vision-language-pretraining
Here are 42 public repositories matching this topic...
Official repository for "CLIP model is an Efficient Continual Learner".
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Dec 13, 2022 - Python
Accelerating Vision-Language Pretraining with Free Language Modeling (CVPR 2023)
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May 15, 2023 - Python
Bias-to-Text: Debiasing Unknown Visual Biases through Language Interpretation
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May 21, 2023 - Python
[CVPR2023] The code for 《Position-guided Text Prompt for Vision-Language Pre-training》
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Jun 7, 2023 - Python
A codebase for flexible and efficient Image Text Representation Alignment
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Jun 20, 2023 - Python
PyTorch implementation of ICML 2023 paper "SegCLIP: Patch Aggregation with Learnable Centers for Open-Vocabulary Semantic Segmentation"
transfer-learning semantic-segmentation contrastive-learning zero-shot-semantic-segmentation vision-language-pretraining open-vocabulary open-vocabulary-semantic-segmentation
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Jun 28, 2023 - Python
Evaluate robustness of adaptation methods on large vision-language models
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Aug 23, 2023 - Shell
Set-level Guidance Attack: Boosting Adversarial Transferability of Vision-Language Pre-training Models. [ICCV 2023 Oral]
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Sep 6, 2023 - Python
Unofficial implementation for Sigmoid Loss for Language Image Pre-Training
python3 pytorch unsupervised-learning vision-and-language multimodal-deep-learning self-supervised-learning vision-language contrastive-learning distributed-data-parallel vision-transformer vision-language-pretraining
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Sep 26, 2023 - Python
📍 Official pytorch implementation of paper "ProtoCLIP: Prototypical Contrastive Language Image Pretraining" (IEEE TNNLS)
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Nov 8, 2023 - Python
[NeurIPS 2023] Bootstrapping Vision-Language Learning with Decoupled Language Pre-training
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Dec 5, 2023 - Python
SVL-Adapter: Self-Supervised Adapter for Vision-Language Pretrained Models
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Jan 11, 2024 - Python
DeepSeek-VL: Towards Real-World Vision-Language Understanding
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Apr 24, 2024 - Python
dataset video-understanding video-text-retrieval vision-language-pretraining vision-language-dataset
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May 1, 2024 - Python
[EMNLP 2023 Demo] Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding
llama large-language-models video-language-pretraining vision-language-pretraining cross-modal-pretraining blip2 minigpt4 multi-modal-chatgpt
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Jun 4, 2024 - Python
Easy wrapper for inserting LoRA layers in CLIP.
lora multimodal multimodal-deep-learning image-text-matching parameter-efficient-tuning vision-language-pretraining low-rank-adaptation
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Jun 16, 2024 - Python
Multi-Aspect Vision Language Pretraining - CVPR2024
zero-shot-classification vision-language-pretraining vision-language-model zero-shot-segmentation medical-vision-and-language-pretraining
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Aug 20, 2024 - Python
LAVIS - A One-stop Library for Language-Vision Intelligence
deep-learning salesforce image-captioning deep-learning-library vision-framework vision-and-language multimodal-deep-learning multimodal-datasets vision-language-transformer vision-language-pretraining visual-question-anwsering
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Nov 18, 2024 - Jupyter Notebook
Recognize Any Regions
open-world object-detection zero-shot instance-segmentation auto-labeling vision-language-pretraining open-vocabulary vision-language-model multimodal-representation-learning vision-foundation-model vision-language-foundation-model
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Dec 18, 2024 - Python
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