luogen1996's Projects
A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)
MNASNet implementation and pre-trained model in PyTorch
Models and examples built with TensorFlow
All Model summary in PyTorch similar to `model.summary()` in Keras
Code release for Hu et al. Natural Language Object Retrieval, in CVPR, 2016
A Fast and Accurate One-Stage Approach to Visual Grounding, ICCV 2019 (Oral)
A lightweight, scalable, and general framework for visual question answering research
Code and pretrained models for MUSE (Parallel Multi-scale Attention for Sequence to Sequence Learning). Model name is Changed to Prime.
Pytorch implementation of the U-Net for image semantic segmentation, with dense CRF post-processing
On the Variance of the Adaptive Learning Rate and Beyond
Ranger - a synergistic optimizer using RAdam (Rectified Adam) and LookAhead in one codebase
Code for paper "A Real-time Global Inference Network for One-stage Referring Expression Comprehension."
Referring Expression Datasets API
Official implementation of "Towards Efficient Visual Adaption via Structural Re-parameterization".
Unofficial implementation of Stand-Alone Self-Attention in Vision Models (WIP)
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
SeqTR: A Simple yet Universal Network for Visual Grounding
A lightweight codebase for referring expression comprehension and segmentation
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
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Tencent Pre-training framework in PyTorch & Pre-trained Model Zoo
all kinds of text classification models and more with deep learning
Text classification models implemented in Keras, including: FastText, TextCNN, TextRNN, TextBiRNN, TextAttBiRNN, HAN, RCNN, RCNNVariant, etc.
This is the official pytorch implementation for our ICCV 2021 paper "TRAR: Routing the Attention Spans in Transformers for Visual Question Answering" on VQA Task
The official pytorch implementation of CVPR 2020 ``Visual Commonsense R-CNN''