YI-LIN SUNG
YI-LIN SUNG
pytorch-adversarial-training
PyTorch-1.0 implementation for the adversarial training on MNIST/CIFAR-10 and visualization on robustness classifier.
gnn_few_shot_cifar100
This is the PyTorch-0.4.0 implementation of few-shot learning on CIFAR-100 with graph neural networks (GNN)
VL_adapter
PyTorch code for "VL-Adapter: Parameter-Efficient Transfer Learning for Vision-and-Language Tasks" (CVPR2022)
Ladder-Side-Tuning
PyTorch codes for "LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning"
TetrisBattle
Reproduced the popular Facebook game -- Tetris Battle! Also provided openAI environments.
ECoFLaP
Code for "ECoFLaP: Efficient Coarse-to-Fine Layer-Wise Pruning for Vision-Language Models" (ICLR 2024)
vl-merging
PyTorch codes for the paper "An Empirical Study of Multimodal Model Merging"