Mingyu Ding's repositories
DependencyViT
Visual Dependency Transformers: Dependency Tree Emerges from Reversed Attention (CVPR 2023)
deep-high-resolution-net.pytorch
The project is an official implementation of our CVPR2019 paper "Deep High-Resolution Representation Learning for Human Pose Estimation"
CAE
This is a PyTorch implementation of “Context AutoEncoder for Self-Supervised Representation Learning"
camvid
Copy of the camvid labeled dataset
CLEVRER
PyTorch implementation of ICLR 2020 paper "CLEVRER: CoLlision Events for Video REpresentation and Reasoning"
ClipBERT
[CVPR 2021 Best Student Paper Honorable Mention, Oral] Official PyTorch code for ClipBERT, an efficient framework for end-to-end learning on image-text and video-text tasks.
decision-transformer
Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.
kitchen-worlds
A library of long-horizon Task-and-Motion-Planning (TAMP) problems in kitchen and household scenes, as well as planners to solve them
mmclassification
OpenMMLab Image Classification Toolbox and Benchmark
mmcv
Open MMLab Computer Vision Foundation
mmdetection
Open MMLab Detection Toolbox and Benchmark
mmpose
OpenMMLab Pose Estimation Toolbox and Benchmark.
mmsegmentation
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
monodepth2
Monocular depth estimation from a single image
prototypical-network-pytorch
A re-implementation of "Prototypical Networks for Few-shot Learning"
Pytorch_Tutorial
A set of jupyter notebooks on pytorch functions with examples
RPIN
Learning Long-term Visual Dynamics with Region Proposal Interaction Networks (ICLR 2021)