263 Open source projects that are alternatives of or similar to SSTDA

code for our TPAMI 2021 paper "Source Data-absent Unsupervised Domain Adaptation through Hypothesis Transfer and Labeling Transfer"

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

A collection of AWESOME things about domian adaptation

OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark

python 3 pytorch implementation of DANN

What and How Well You Performed? A Multitask Learning Approach to Action Quality Assessment [CVPR 2019]

[ICCV 2019] TSM: Temporal Shift Module for Efficient Video Understanding

Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification (https://arxiv.org/pdf/1711.07027.pdf). CVPR2018

Pytorch Implementation of "Object level Visual Reasoning in Videos", F. Baradel, N. Neverova, C. Wolf, J. Mille, G. Mori , ECCV 2018

Official implementation of Drop to Adapt: Learning Discriminative Features for Unsupervised Domain Adaptation, to be presented at ICCV 2019.

A curated list of action recognition and related area resources

code released for our ICML 2020 paper "Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation"

[TPAMI Special Issue on ICCV 2021 Best Papers, Oral] Just Ask: Learning to Answer Questions from Millions of Narrated Videos

Tools for movie and video research

Pytorch implementation of the paper "Glimpse Clouds: Human Activity Recognition from Unstructured Feature Points", F. Baradel, C. Wolf, J. Mille , G.W. Taylor, CVPR 2018

STEP: Spatio-Temporal Progressive Learning for Video Action Detection. CVPR'19 (Oral)

Unsupervised Intra-domain Adaptation for Semantic Segmentation through Self-Supervision (CVPR 2020 Oral)

[CVPR 2021] TDN: Temporal Difference Networks for Efficient Action Recognition

Code for <Confidence Regularized Self-Training> in ICCV19 (Oral)

[ICCV 2019 Oral] TA3N: https://github.com/cmhungsteve/TA3N (Most updated repo)

Implementation of SqueezeSegV2, Improved Model Structure and Unsupervised Domain Adaptation for Road-Object Segmentation from a LiDAR Point Cloud

Temporal Segments LSTM and Temporal-Inception for Activity Recognition

Domain Adaptive Faster R-CNN in PyTorch

Easily convert RGB video data (e.g. .avi) to the TensorFlow tfrecords file format for training e.g. a NN in TensorFlow. This implementation allows to limit the number of frames per video to be stored in the tfrecords.

Pytorch Implementation -- All about Structure: Adapting Structural Information across Domains for Boosting Semantic Segmentation, CVPR 2019

Useful Toolbox for Anomaly Detection

Implementation of "Generate To Adapt: Aligning Domains using Generative Adversarial Networks"

A curated list of “Temporally Language Grounding” and related area

TensorFlow code for finetuning I3D model on UCF101.

STCNet: Spatio-Temporal Cross Network for Industrial Smoke Detection

ActionVLAD for video action classification (CVPR 2017)

NExT-QA: Next Phase of Question-Answering to Explaining Temporal Actions (CVPR'21)

Code & Models for Temporal Segment Networks (TSN) in ECCV 2016

( CVPR2019 Oral ) Taking A Closer Look at Domain Shift: Category-level Adversaries for Semantics Consistent Domain Adaptation

Exploiting Coarse-to-Fine Task Transfer for Aspect-level Sentiment Classification (AAAI'19)

[ICCV 2019 (Oral)] Temporal Attentive Alignment for Large-Scale Video Domain Adaptation (PyTorch)

A Pytorch implemention for some state-of-the-art models for" Temporally Language Grounding in Untrimmed Videos"

IJCAI2020 & IJCV 2020 🌇 Unsupervised Scene Adaptation with Memory Regularization in vivo

The 2nd place Solution to the Youtube-8M Video Understanding Challenge by Team Monkeytyping (based on tensorflow)

code of Towards Discriminability and Diversity: Batch Nuclear-norm Maximization under Label Insufficient Situations (CVPR2020 oral)

Temporal Segment Networks (TSN) in PyTorch

Self-similarity Grouping: A Simple Unsupervised Cross Domain Adaptation Approach for Person Re-identification (ICCV 2019, Oral)

[ICRA 2020] Train generalizable policies for kit assembly with self-supervised dense correspondence learning.

《迁移学习简明手册》LaTex源码

temporal action detection with SSN

Code for <Domain Adaptation for Semantic Segmentation via Class-Balanced Self-Training> in ECCV18

Paper list of activity prediction and related area

Repository for Paper: Cross-Domain Complementary Learning Using Pose for Multi-Person Part Segmentation (TCSVT20)

A collection of recent video understanding datasets, under construction!

awesome grounding: A curated list of research papers in visual grounding

PyTorch codebase for zero-shot dialog generation SIGDIAL 2018, It is released by Tiancheng Zhao (Tony) from Dialog Research Center, LTI, CMU

[ICCV 2021 Oral] Deep Evidential Action Recognition

Learning Meta Face Recognition in Unseen Domains, CVPR, Oral, 2020

Dataset, code and model for the CVPR'20 paper "The Garden of Forking Paths: Towards Multi-Future Trajectory Prediction". And for the ECCV'20 SimAug paper.

Inference pipeline for the CVPR paper entitled "Real-Time Monocular Depth Estimation using Synthetic Data with Domain Adaptation via Image Style Transfer" (http://www.atapour.co.uk/papers/CVPR2018.pdf).

A new codebase for Group Activity Recognition. It contains codes for ICCV 2021 paper: Spatio-Temporal Dynamic Inference Network for Group Activity Recognition and some other methods.

This is an official implementation for "SimMIM: A Simple Framework for Masked Image Modeling".

📄 Spatial Contrastive Learning for Few-Shot Classification (ECML/PKDD 2021).

Comprehensive, latest, and deployable video deep learning algorithm, including video recognition, action localization, and temporal action detection tasks. It's a high-performance, light-weight codebase provides practical models for video understanding research and application