The Natural Language Decathlon: A Multitask Challenge for NLP
-
Updated
Jan 11, 2024 - Python
#
multitask-learning
Here are 251 public repositories matching this topic...
A PyTorch Library for Multi-Task Learning
python deep-learning pytorch multi-objective-optimization multiobjective-optimization mtl multi-task-learning ple multitask-learning mmoe multi-domain-learning
-
Updated
Oct 18, 2024 - Python
You Only Look Once for Panopitic Driving Perception.（MIR2022）
object-detection autonomous-driving lane-detection jetson-tx2 multitask-learning drivable-area-segmentation
-
Updated
Oct 20, 2023 - Python
jiant is an nlp toolkit
-
Updated
Jul 6, 2023 - Python
PromptCLUE, 全中文任务支持零样本学习模型
chinese transfer-learning pretrained-models bert zero-shot-learning multitask-learning few-shot-learning roberta gpt-3 t5-model prompt-tuning
-
Updated
Jun 16, 2023 - Jupyter Notebook
HybridNets: End-to-End Perception Network
-
Updated
Dec 1, 2023 - Python
BERT for Multitask Learning
nlp text-classification transformer named-entity-recognition pretrained-models part-of-speech ner word-segmentation bert cws encoder-decoder multi-task-learning multitask-learning
-
Updated
Apr 12, 2023 - Jupyter Notebook
Reference code for the paper: Deep White-Balance Editing (CVPR 2020). Our method is a deep learning multi-task framework for white-balance editing.
autoencoder image-manipulation deeplearning color-manipulation computational-photography auto-encoder color-correction image-enhancement whitebalance white-balance multitask-learning color-constancy color-enhancement color-processing cvpr2020 cvpr-2020 cvpr20 auto-white-balance deep-white-balance
-
Updated
Jul 5, 2023 - Python
Crosslingual Generalization through Multitask Finetuning
bloom language-models zero-shot-learning multitask-learning t5 multilingual-nlp large-language-models instruction-tuning bloomz mt0
-
Updated
Sep 22, 2024 - Jupyter Notebook
Official Pytorch implementation of "OmniNet: A unified architecture for multi-modal multi-task learning" | Authors: Subhojeet Pramanik, Priyanka Agrawal, Aman Hussain
nlp machine-learning deep-learning neural-network artificial-intelligence transformer image-captioning video-recognition multimodal-learning multitask-learning
-
Updated
Oct 31, 2020 - Python
Fast Best-Subset Selection Library
python machine-learning r linear-regression scikit-learn high-dimensional-data feature-selection logistic-regression cox-regression principal-component-analysis classification-algorithm ordinal-regression poisson-regression sure-independence-screening multitask-learning sparse-principal-component-analysis robust-principal-component-analysis polynomial-algorithm best-subset-selection
-
Updated
Sep 14, 2024 - C++
multi_task_NLP is a utility toolkit enabling NLP developers to easily train and infer a single model for multiple tasks.
nlp transformers pytorch named-entity-recognition ranking sentence-classification nlp-apis nlp-library sequence-labeling machine-comprehension context-awareness entailment intent-classification nlp-datasets multitask-learning nli-tasks
-
Updated
Nov 21, 2022 - Python
A list of multi-task learning papers and projects.
-
Updated
Jan 31, 2022
中文NER的那些事儿
tensorflow crf mrc msr ner bert data-augmentation tensorflow-serving bilstm-crf tf-serving multitask-learning chinese-ner msra bert-bilstm-crf people-daily adversarial-transfer-learning tensorflow-serving-grpc bert-fine-tuning chinesener muti-task
-
Updated
Sep 18, 2023 - Python
MTReclib provides a PyTorch implementation of multi-task recommendation models and common datasets.
recommender-system recommendation advertising transfer-learning ctr-prediction multitask-learning multitask-recommendation
-
Updated
Nov 30, 2022 - Python
Benchmarking Knowledge Transfer in Lifelong Robot Learning
-
Updated
Aug 22, 2024 - Jupyter Notebook
[ECCV 2020] Self-Supervised Monocular Depth Estimation: Solving the Dynamic Object Problem by Semantic Guidance
depth-estimation depth-prediction multitask-learning self-supervision monocular-depth-estimation sgdepth depth-from-single-images
-
Updated
Mar 1, 2021 - Python
[CVPR2023] Blind Image Quality Assessment via Vision-Language Correspondence: A Multitask Learning Perspective
clip image-quality-assessment blind-image-quality-assessment multitask-learning no-reference-image-quality-assessment vision-language-model
-
Updated
Oct 8, 2024 - Python
Deep Learning Inferred Multiplex ImmunoFluorescence for IHC Image Quantification (https://deepliif.org) [Nature Machine Intelligence'22, CVPR'22, MICCAI'23, Histopathology'23, MICCAI'24]
deep-learning pytorch stitching segmentation datasets image-segmentation multiplex super-resolution immunohistochemical-images cell-segmentation digital-pathology pathology whole-slide-imaging cell-biology cloud-native-applications multitask-learning pathology-image pathology-gan immunohistochemistry ai-ready
-
Updated
Dec 3, 2024 - Python
This in my Demo of Chen et al. "GradNorm: Gradient Normalization for Adaptive Loss Balancing in Deep Multitask Networks" ICML 2018
-
Updated
Nov 2, 2021 - Jupyter Notebook
Improve this page
Add a description, image, and links to the multitask-learning topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the multitask-learning topic, visit your repo's landing page and select "manage topics."