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models

Models and examples built with TensorFlow

mt-reading-list

A machine translation reading list maintained by Tsinghua Natural Language Processing Group

neighborhood-attention-transformer

[Preprint] Neighborhood Attention Transformer

paper_list

A personal paper list

papers

good good study, day day up

performer-pytorch

An implementation of Performer, a linear attention-based transformer, in Pytorch

plmpapers

Must-read Papers on pre-trained language models.

pygcn

Graph Convolutional Networks in PyTorch

pykaldi

A Python wrapper for Kaldi

pyprobml

Python code for "Machine learning: a probabilistic perspective"

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

r2c

Recognition to Cognition Networks (code for the model in "From Recognition to Cognition: Visual Commonsense Reasoning", CVPR 2019)

rsmf

Right-size my figures

rstnet

RSTNet: Captioning with Adaptive Attention on Visual and Non-Visual Words (CVPR2021)

self-critical.pytorch

Unofficial pytorch implementation for Self-critical Sequence Training for Image Captioning. and others.

srnn_tsc_anomaly_detection

stable-diffusion

A latent text-to-image diffusion model

svmpy

Basic soft-margin kernel SVM implementation in Python

tab-vcr

Pytorch implementation for our NeurIPS 2019 paper "TAB-VCR: Tags and Attributes based VCR Baselines" https://128.84.21.199/abs/1910.14671

tad-iros2019

Code of the Unsupervised Traffic Accident Detection paper in Pytorch.

temp_images

only for illustration

text-generation-metrics

This repository contains paper and code links of the Text Generation Metrics studies.

textual-visual-semantic-dataset

Visual Semantic Relatedness Dataset for Image Captioning. https://arxiv.org/abs/2301.08784

tgm-icml19

Code for our ICML 2019 paper "Temporal Gaussian Mixture Layer for Videos"

transformer-explainability

[CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.

ucf_2018_cvpr

A reproduce code for Real-world Anomaly Detection in Surveillance Videos

unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

uniter

Research code for "UNITER: Learning UNiversal Image-TExt Representations"

vilbert_beta

visual_syntactic_embedding_video_captioning

Source code of the paper titled *Improving Video Captioning with Temporal Composition of a Visual-Syntactic Embedding*