multi-task-learning topic
PCC-Net
PCC Net: Perspective Crowd Counting via Spatial Convolutional Network
Multi-Task-Transformer
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
Train a robot to see the environment and autonomously perform different tasks
MGNet
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
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
Loss-Balanced Task Weighting to Reduce Negative Transfer in Multi-Task Learning, AAAI-SA'19
MultiMix
MultiMix: Sparingly Supervised, Extreme Multitask Learning From Medical Images (ISBI 2021, MELBA 2021)
dual_view_review_sum
Code for the SIGIR 2020 paper "A Unified Dual-view Model for Review Summarization and Sentiment Classification with Inconsistency Loss"
KD4MTL
Knowledge Distillation for Multi-task Learning (ECCV20 Workshops)
MTPSL
Learning Multiple Dense Prediction Tasks from Partially Annotated Data - CVPR 2022