object-discovery topic
AttentionMask
AttentionMask: Attentive, Efficient Object Proposal Generation Focusing on Small Objects (ACCV 2018, accepted as oral)
kitti-track-collection
Data and devtools for the "Large-Scale Object Discovery and Detector Adaptation from Unlabeled Video" paper.
superpixelRefinement
Superpixel-based Refinement for Object Proposal Generation (ICPR 2020)
ComplexAutoEncoder
Code for the paper: Complex-Valued Autoencoders for Object Discovery
ssl-vos
[WACV 2023] A Simple and Powerful Global Optimization for Unsupervised Video Object Segmentation
SlotCon
(NeurIPS 2022) Self-Supervised Visual Representation Learning with Semantic Grouping
LOD
[NeurIPS 2021] Official Matlab implementation of LOD: Large-Scale Unsupervised Object Discovery.
object-discovery-cp-gan
Unsupervised Object Discovery and Segmentation with a Copy-Pasting GAN (CP-GAN) - PyTorch implementation (unofficial)