The Natural Language Decathlon: A Multitask Challenge for NLP
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Jan 11, 2024 - Python
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multitask-learning
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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
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Feb 6, 2025 - Python
You Only Look Once for Panopitic Driving Perception.（MIR2022）
object-detection autonomous-driving lane-detection jetson-tx2 multitask-learning drivable-area-segmentation
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Oct 20, 2023 - Python
jiant is an nlp toolkit
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Jul 6, 2023 - Python
HybridNets: End-to-End Perception Network
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Dec 1, 2023 - Python
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
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Jul 5, 2023 - Python
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
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Oct 31, 2020 - Python
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
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Nov 21, 2022 - Python
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
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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
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Nov 30, 2022 - 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
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Jan 10, 2025 - Python
[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
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Mar 1, 2021 - Python
Library for Jacobian descent with PyTorch. It enables optimization of neural networks with multiple losses (e.g. multi-task learning).
python deep-learning optimization torch pytorch multi-objective-optimization multiobjective-optimization multi-task-learning multitask-learning jacobian-descent
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Feb 4, 2025 - 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
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Jan 7, 2025 - Python
OFASys: A Multi-Modal Multi-Task Learning System for Building Generalist Models
audio nlp computer-vision deep-learning motion transformers pytorch pretrained-models multimodal-learning vision-and-language multitask-learning
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Jan 7, 2023 - Python
[SIGIR'24] The official implementation code of MOELoRA.
multi-task peft multitask-learning mixture-of-experts large-language-models chatglm low-rank-adaptation parameter-efficient-fine-tuning peft-fine-tuning-llm
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Jul 22, 2024 - Python
multi task mode for esmm and mmoe
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Jul 22, 2021 - Python
Code for "Multi-task Reinforcement Learning with Soft Modularization"
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Dec 28, 2020 - Python
Official PyTorch Implementation for Conflict-Averse Gradient Descent (CAGrad)
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Nov 9, 2023 - Python
Code for the paper Code for the paper InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning
dialogue zero-shot-learning dialogue-generation multitask-learning few-shot-learning dialogue-system dialogue-understanding
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May 6, 2023 - Python
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