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09/21/2023
DimCL: Dimensional Contrastive Learning For Improving Self-Supervised Learning
Self-supervised learning (SSL) has gained remarkable success, for which ...
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11/27/2022
Improving Low-Resource Question Answering using Active Learning in Multiple Stages
Neural approaches have become very popular in the domain of Question Ans...
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09/17/2022
SoftGroup++: Scalable 3D Instance Segmentation with Octree Pyramid Grouping
Existing state-of-the-art 3D point cloud instance segmentation methods r...
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06/11/2022
Learning Imbalanced Datasets with Maximum Margin Loss
A learning algorithm referred to as Maximum Margin (MM) is proposed for ...
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03/03/2022
SoftGroup for 3D Instance Segmentation on Point Clouds
Existing state-of-the-art 3D instance segmentation methods perform seman...
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03/15/2021
Sample-efficient Reinforcement Learning Representation Learning with Curiosity Contrastive Forward Dynamics Model
Developing an agent in reinforcement learning (RL) that is capable of pe...
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12/18/2020
SCNet: Training Inference Sample Consistency for Instance Segmentation
Cascaded architectures have brought significant performance improvement ...
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09/15/2019