auxiliary-tasks

There are 2 repositories under auxiliary-tasks topic.

• Mikoto10032 / AutomaticWeightedLoss

  Multi-task learning using uncertainty to weigh losses for scene geometry and semantics, Auxiliary Tasks in Multi-task Learning

  auxiliary-tasksdeep-learningmulti-taskmulti-task-learningpytorchweigh-losses
  Language:Python 532

• zimmerrol / mask-rcnn-edge-agreement-loss

  Reference implementation of "Faster Training of Mask R-CNN by Focusing on Instance Boundaries"

  mask-rcnninstance-segmentationresearchauxiliary-tasks
  Language:Python 43
• sxl

  konstantinklemmer / sxl

  SXL: Spatially explicit learning of geographic processes with auxiliary tasks

  machine-learningspatial-analysisgansinterpolationauxiliary-tasksgeographic-processesgeospatial-analysis
  Language:Python 14

• kkhetarpal / unrealwithattention

  Attend Before you Act: Leveraging human visual attention for continual learning

  attend-before-you-actauxiliary-tasksdeep-rlhuman-visual-attentionunreal
  Language:Jupyter Notebook 6

• Hwhitetooth / random_gvfs

  NeurIPS 2021: Learning State Representations from Random Deep Action-conditional Predictions

  reinforcement-learningdeep-learningdeep-reinforcement-learningauxiliary-tasksrepresentation-learning
  Language:Python 4

• ChenLiu-1996 / Classification_Auxiliary_Task

  Investigating alternative auxiliary tasks in image classification.

  pytorchclassificationauxiliary-taskscifar-10
  Language:Python 3

• konichuvak / pandemonium

  Implementations for RL agents that seek to learn about their environment by predicting multiple signals from a single stream of experience.

  general-value-functionshordeauxiliary-tasksintrinsic-curiosity-moduleunreal
  Language:Python 1

• NUS-LID / RENAULT

  Ensemble and Auxiliary Tasks for Data-Efficient Deep Reinforcement Learning

  deep-reinforcement-learningdata-efficient-learningdeep-q-learningdeep-rldeep-learningoff-policymodel-free-rlensemble-learningauxiliary-tasksmulti-task-learning
  Language:Python 1

• m3hrdadfi / MoGPT

  An Empirical Study of Multitask Learning to Improve Open Domain Dialogue Systems, NoDaLiDa 2023

  auxiliary-tasksdialogue-systemsgpt2multitask-learning
  Language:Shell