daniel's repositories
awesome-multimodal-ml
Reading list for research topics in multimodal machine learning
Awesome-Visual-Transformer
Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)
class-balanced-loss
Class-Balanced Loss Based on Effective Number of Samples. CVPR 2019
detectron2
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
EfficientNet-PyTorch
A PyTorch implementation of EfficientNet and EfficientNetV2 (coming soon!)
ERNIE
Official implementations for various pre-training models of ERNIE-family, covering topics of Language Understanding & Generation, Multimodal Understanding & Generation, and beyond.
External-Attention-pytorch
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
LDAM-DRW
[NeurIPS 2019] Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss
maskrcnn-benchmark
Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.
MPN
Official codes of CVPR21 paper: Learning Normal Dynamics in Videos with Meta Prototype Network
online-da
Official Pytorch Codebase for Towards Online Domain Adaptive Object Detection [WACV 2023]
oshot_detection
One-Shot Unsupervised Cross Domain Detection
RepDistiller
[ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods
TJUThesis_master_2021
天大博士/硕士学位论文Latex模板，根据2021年版要求修改，可直接在Overleaf上运行。:star:所写的论文成功提交天津大学图书馆存档！（2021.12.24）
UNITER
Research code for ECCV 2020 paper "UNITER: UNiversal Image-TExt Representation Learning"
VEC_VAD
Cloze Test Helps: Effective Video Anomaly Detection via Learning to Complete Video Events. Oral paper in ACM Multimedia 2020.