multi-task-learning topic

List multi-task-learning repositories

PCC-Net

68
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PCC Net: Perspective Crowd Counting via Spatial Convolutional Network

Multi-Task-Transformer

297
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23
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Code of ICLR2023 paper "TaskPrompter: Spatial-Channel Multi-Task Prompting for Dense Scene Understanding" and ECCV2022 paper "Inverted Pyramid Multi-task Transformer for Dense Scene Understanding"

roboinstruct-2

45
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14
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Train a robot to see the environment and autonomously perform different tasks

MGNet

31
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6
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Monocular Geometric Scene Understanding for Autonomous Driving. A combination of panoptic segmentation and self-supervised depth estimation. Code release for our ICCV 2021 paper

temporal-depth-segmentation

19
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8
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Source code (train/test) accompanying the paper entitled "Veritatem Dies Aperit - Temporally Consistent Depth Prediction Enabled by a Multi-Task Geometric and Semantic Scene Understanding Approach" in...

Loss-Balanced-Task-Weighting

29
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7
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Loss-Balanced Task Weighting to Reduce Negative Transfer in Multi-Task Learning, AAAI-SA'19

MultiMix

32
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4
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MultiMix: Sparingly Supervised, Extreme Multitask Learning From Medical Images (ISBI 2021, MELBA 2021)

dual_view_review_sum

21
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Code for the SIGIR 2020 paper "A Unified Dual-view Model for Review Summarization and Sentiment Classification with Inconsistency Loss"

KD4MTL

68
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7
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Knowledge Distillation for Multi-task Learning (ECCV20 Workshops)

MTPSL

42
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1
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Learning Multiple Dense Prediction Tasks from Partially Annotated Data - CVPR 2022