8000 visresearch repositories · GitHub

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Perception Analysis and Decision

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10 repositories

DGMR
Public
The official implementation of "Diversity-Guided MLP Reduction for Efficient Large Vision Transformers"
clip efficient-inference multi-modal-learning zero-shot-retrieval zero-shot-classification vision-language-model large-vision-models
Python
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Other
•0•15•1•0•Updated Jun 12, 2025Jun 12, 2025
SDMPrune
Public
The official implementation of "SDMPrune: Self-Distillation MLP Pruning for Efficient Large Language Models"
llama zero-shot-learning efficient-inference large-language-models
Python
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Other
•0•12•0•0•Updated Jun 11, 2025Jun 11, 2025
LLaVA-STF
Public
The official implementation of "Learning Compact Vision Tokens for Efficient Large Multimodal Models"
llama efficient-inference efficient-deep-learning llava large-vision-language-models large-multimodal-models token-fusion token-merging vision-token-merging
Python
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Other
•2•26•1•0•Updated Jun 11, 2025Jun 11, 2025
MultipleObjectStitching
Public
The official code of "Multiple Object Stitching for Unsupervised Representation Learning"
unsupervised-learning contrastive-learning vision-transformer
Python
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Other
•0•14•1•0•Updated Jun 10, 2025Jun 10, 2025
AMR
Public
0•0•0•0•Updated May 21, 2025May 21, 2025
awesome-data-efficient-vit
Public
0•3•0•0•Updated Apr 3, 2025Apr 3, 2025
dems
Public
This repository includes official implementation and model weights of Data-Efficient Multi-Scale Fusion Vision Transformer.
image-classification cifar10 cifar100 vision-transformer data-efficient-learning
Python
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Other
•0•13•0•0•Updated Jan 7, 2025Jan 7, 2025
aps
Public
The official implementation of "Asymmetric Patch Sampling for Contrastive Learning"
imagenet transfer-learning representation-learning cifar unsupervised-learning contrastive-learning vision-transformer self-supervised-learning
Python
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Other
•3•54•0•0•Updated Nov 8, 2024Nov 8, 2024
patchmix
Public
The official implementation of paper: "Inter-Instance Similarity Modeling for Contrastive Learning"
imagenet transfer-learning representation-learning cifar unsupervised-learning self-supervised-learning contrastive-learning vision-transformer
Python
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Other
•10•117•0•0•Updated Nov 8, 2024Nov 8, 2024
mgc
Public
The official implementation of paper: "Multi-Grained Contrast for Data-Efficient Unsupervised Representation Learning"
coco object-detection transfer-learning representation-learning unsupervised-learning semantic-segmentation cityscapes instance-segmentation voc ade20k
Python
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Other
•3•30•0•0•Updated Jul 17, 2024Jul 17, 2024

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