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Huang Research Group's Projects

autoeval-video icon autoeval-video

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)

contrastive2021 icon contrastive2021

Implementation for ICLR 2023 paper "Towards the Generalization of Contrastive Self-Supervised Learning" (https://arxiv.org/abs/2111.00743)

diffkendall icon diffkendall

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)

fd-align icon fd-align

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)

globalfsl2019 icon globalfsl2019

Implementation for paper "Few-Shot Learning with Global Class Representations" (https://arxiv.org/abs/1908.05257)

instructiongpt-4 icon instructiongpt-4

About Implementation for paper "InstructionGPT-4: A 200-Instruction Paradigm for Fine-Tuning MiniGPT-4" (https://arxiv.org/abs/2308.12067)

ldpbandit2020 icon ldpbandit2020

Implementation for NeurIPS 2020 paper "Locally Differentially Private (Contextual) Bandits Learning" (https://arxiv.org/abs/2006.00701)

m-mae icon m-mae

Official implementation of Matrix Variational Masked Autoencoder (M-MAE) for paper "Information Flow in Self-Supervised Learning" (https://arxiv.org/abs/2309.17281)

matrix-ssl icon matrix-ssl

Official implementation of paper "Matrix Information Theory for Self-supervised Learning" (https://arxiv.org/abs/2305.17326)

t-moco-v2 icon t-moco-v2

Implementation for ICLR 2023 paper “Your Contrastive Learning is Secretly Doing Stochastic Neighbor Embedding” (https://arxiv.org/abs/2205.14814)

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