UCDvision

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14 repositories

GeNIe
Public
Official implementation for "GeNIe: Generative Hard Negative Images as Data Augmentation"
Jupyter Notebook
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MIT License
•0•7•0•0•Updated Oct 2, 2024Oct 2, 2024
compact3d
Public
Official implementation of "CompGS".
computer-vision computer-graphics radiance-field 3d-gaussian-splat
Python
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MIT License
•9•176•3•0•Updated Sep 26, 2024Sep 26, 2024
NOLA
Public
Code for NOLA, an implementation of "nola: Compressing LoRA using Linear Combination of Random Basis"
transformers vision lora peft large-language-models peft-fine-tuning-llm
Python
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MIT License
•3•50•2•0•Updated Aug 25, 2024Aug 25, 2024
sima
Public
Official implementation for "SimA: Simple Softmax-free Attention for Vision Transformers"
Python
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MIT License
•5•42•7•0•Updated Apr 18, 2024Apr 18, 2024
SlowFormer
Public
Python
•0•6•1•0•Updated Mar 29, 2024Mar 29, 2024
PatchSearch
Public
Code for the CVPR '23 paper, "Defending Against Patch-based Backdoor Attacks on Self-Supervised Learning"
Python
•0•10•1•0•Updated Jun 9, 2023Jun 9, 2023
pytorch-grad-cam
Public
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
Python
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MIT License
•1.6k•0•0•0•Updated Mar 31, 2023Mar 31, 2023
PRANC
Public
Python
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MIT License
•1•22•0•0•Updated Jan 24, 2023Jan 24, 2023
CMSF
Public
Official Code for "Constrained Mean Shift Using Distant Yet Related Neighbors for Representation Learning"
machine-learning computer-vision deep-learning supervised-learning semi-supervised-learning convolutional-neural-networks representation-learning knn kmeans-clustering mean-shift
Python
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MIT License
•2•6•0•0•Updated Oct 20, 2022Oct 20, 2022
CGC
Public
Official PyTorch code for the CVPR 2022 paper - Consistent Explanations by Contrastive Learning
deep-learning cgc explainable-ai self-supervised-learning explainable-models contrastive-learning
Python
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MIT License
•1•18•1•0•Updated Sep 11, 2022Sep 11, 2022
backdoor_transformer
Public
Python
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MIT License
•0•29•2•0•Updated Aug 11, 2022Aug 11, 2022
Simple_few_shot
Public
MIT License
•0•1•1•0•Updated Apr 13, 2022Apr 13, 2022
simreg
Public
Source code for the BMVC-2021 paper "SimReg: Regression as a Simple Yet Effective Tool for Self-supervised Knowledge Distillation".
representation-learning knowledge-distillation self-supervised
Python
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MIT License
•0•16•0•0•Updated Jan 20, 2022Jan 20, 2022
low-budget-al
Public
PyTorch implementation of "A Simple Baseline for Low-Budget Active Learning".
imagenet k-means active-learning self-supervised-learning
Python
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MIT License
•0•13•1•0•Updated Dec 22, 2021Dec 22, 2021