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Search results for pytorch multi task learning

multi-task-learning x

31 search results found

Mt Dnn ⭐ 2,154

Multi-Task Deep Neural Networks for Natural Language Understanding

Libmtl ⭐ 1,625

A PyTorch Library for Multi-Task Learning

🌊HMTL: Hierarchical Multi-Task Learning - A State-of-the-Art neural network model for several NLP tasks based on PyTorch and AllenNLP

Unifiedskg ⭐ 528

[EMNLP 2022] Unifying and multi-tasking structured knowledge grounding with language models

Unifiedskg ⭐ 508

[EMNLP 2022] Unifying and multi-tasking structured knowledge grounding with language models

The implementation of "End-to-End Multi-Task Learning with Attention" [CVPR 2019].

Multi Task Learning Pytorch ⭐ 377

PyTorch implementation of multi-task learning architectures, incl. MTI-Net (ECCV2020).

Problem Agnostic Speech Encoder

Ttnet Real Time Analysis System For Table Tennis Pytorch ⭐ 226

Unofficial implementation of "TTNet: Real-time temporal and spatial video analysis of table tennis" (CVPR 2020)

Deepsegmentor ⭐ 183

A Pytorch implementation of DeepCrack and RoadNet projects.

Rec_pangu ⭐ 138

rec_pangu is a flexible open-source project for recommendation systems. It incorporates diverse AI models like ranking algorithms, sequence recall, multi-interest models, and graph-based techniques. Designed for both beginners and advanced users, it enables rapid construction of efficient, custom recommendation engines.

Torchmtl ⭐ 131

A lightweight module for Multi-Task Learning in pytorch.

The implementation of "Self-Supervised Generalisation with Meta Auxiliary Learning" [NeurIPS 2019].

Cnniqaplusplus ⭐ 80

PyTorch Implementation of image quality assessment methods: IQA-CNN++ in ICIP2015 and IQA-CNN in CVPR2014

Multi-Task Learning Framework on PyTorch. State-of-the-art methods are implemented to effectively train models on multiple tasks.

Steven C. Y. Hung, Cheng-Hao Tu, Cheng-En Wu, Chien-Hung Chen, Yi-Ming Chan, and Chu-Song Chen, "Compacting, Picking and Growing for Unforgetting Continual Learning," Thirty-third Conference on Neural Information Processing Systems, NeurIPS 2019

Pytorch Pcgrad ⭐ 53

Pytorch reimplementation for "Gradient Surgery for Multi-Task Learning"

Densetorch ⭐ 42

An easy-to-use wrapper for work with dense per-pixel tasks in PyTorch (including multi-task learning)

Exploring Relational Context for Multi-Task Dense Prediction [ICCV 2021]

Multi Task Image Classification ⭐ 36

Multi-task learning for image classification implemented in PyTorch.

Pytorch Image Models Multi Label Classification ⭐ 29

Multi-label classification based on timm.

Customisable Unified Physical Simulations (CUPS) for Reinforcement Learning. Experiments run on the ai2thor environment (http://ai2thor.allenai.org/) e.g. using A3C, RainbowDQN and A3C_GA (Gated Attention multi-modal fusion) for Task-Oriented Language Grounding (tasks specified by natural language instructions) e.g. "Pick up the Cup or else"

Code release for "MGNet: Monocular Geometric Scene Understanding for Autonomous Driving"

Atria_segmentation_2018 ⭐ 20

[STACOM 2018] Multi-task Learning for Left Atrial Segmentation on GE-MRI. This repository contains training and testing code for atrial segmentation challenge 2018.

Automated Search for Resource-Efficient Branched Multi-Task Networks [BMVC 2020]

Cerberus ⭐ 13

One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification

Taan Mtl ⭐ 11

Adaptive Activation Network and Functional Regularization for Efficient and Flexible Deep Multi-Task Learning

Jco_learning Pytorch ⭐ 9

Medical Image Analysis (MEDIA) paper: Joint Categorical and Ordinal Learning for Cancer Grading in Pathology Images

This is an official implementation of 'A Multi-task Network with Weight Decay Skip Connection Training for Anomaly Detection in Retinal Fundus Images'

Policy Distillation Baselines ⭐ 6

Pytorch Implementation of Policy Distillation for control, which has well-trained teachers via stable_baselines3.

Pytorch Image Models With Simclr ⭐ 5

Multi-label classification based on timm, and add SimCLR to timm.

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