SJTU MIFA Lab

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12 repositories

SAFE
Public
Python
•0•1•0•0•Updated Dec 12, 2024Dec 12, 2024
Matrix-Entropy
Public
Code for https://arxiv.org/abs/2401.17139
Python
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Apache License 2.0
•2•0•0•0•Updated Feb 4, 2024Feb 4, 2024
AutoEval-Video
Public
Implementation for paper "AutoEval-Video: An Automatic Benchmark for Assessing Large Vision Language Models in Open-Ended Video Question Answering" (https://arxiv.org/abs/2311.14906)
Python
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Apache License 2.0
•1•0•0•0•Updated Jan 5, 2024Jan 5, 2024
FD-Align
Public
Implementation for NeurIPS 2023 paper "FD-Align: Feature Discrimination Alignment for Fine-tuning Pre-Trained Models in Few-Shot Learning" (https://arxiv.org/abs/2310.15105)
Python
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MIT License
•3•0•0•0•Updated Jan 5, 2024Jan 5, 2024
DiffKendall
Public
Implementation for NeurIPS 2023 paper "DiffKendall: A Novel Approach for Few-Shot Learning with Differentiable Kendall's Rank Correlation" (https://arxiv.org/abs/2307.15317)
Python
•3•0•0•0•Updated Dec 24, 2023Dec 24, 2023
InstructionGPT-4
Public
About Implementation for paper "InstructionGPT-4: A 200-Instruction Paradigm for Fine-Tuning MiniGPT-4" (https://arxiv.org/abs/2308.12067)
multi-modal-learning vision-language-model minigpt4
Python
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MIT License
•3•0•0•0•Updated Oct 9, 2023Oct 9, 2023
M-MAE
Public
Official implementation of Matrix Variational Masked Autoencoder (M-MAE) for paper "Information Flow in Self-Supervised Learning" (https://arxiv.org/abs/2309.17281)
Python
•3•0•0•0•Updated Oct 6, 2023Oct 6, 2023
Matrix-SSL
Public
Official implementation of paper "Matrix Information Theory for Self-supervised Learning" (https://arxiv.org/abs/2305.17326)
Python
•5•0•0•0•Updated Sep 29, 2023Sep 29, 2023
t-MoCo-v2
Public
Implementation for ICLR 2023 paper “Your Contrastive Learning is Secretly Doing Stochastic Neighbor Embedding” (https://arxiv.org/abs/2205.14814)
pytorch self-supervised-learning contrastive-learning iclr2023
Python
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Other
•1•0•0•0•Updated Jul 15, 2023Jul 15, 2023
globalfsl2019
Public
Implementation for paper "Few-Shot Learning with Global Class Representations" (https://arxiv.org/abs/1908.05257)
pytorch image-classification metric-learning few-shot-learning iccv-2019 generalized-few-shot-learning
Python
•2•18•0•0•Updated Oct 19, 2022Oct 19, 2022
contrastive2021
Public
Implementation for ICLR 2023 paper "Towards the Generalization of Contrastive Self-Supervised Learning" (https://arxiv.org/abs/2111.00743)
pytorch cifar10 self-supervised-learning contrastive-learning
Python
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MIT License
•10•36•1•0•Updated Oct 19, 2022Oct 19, 2022
LDPbandit2020
Public
Implementation for NeurIPS 2020 paper "Locally Differentially Private (Contextual) Bandits Learning" (https://arxiv.org/abs/2006.00701)
numpy differential-privacy bandit-algorithms
Python
•1•4•0•0•Updated Jun 6, 2022Jun 6, 2022