GANORCON: Are Generative Models Useful for Few-shot Segmentation?

1 December 2021

Papers citing "GANORCON: Are Generative Models Useful for Few-shot Segmentation?"

13 / 13 papers shown

Title
Deep ContourFlow: Advancing Active Contours with Deep Learning Antoine Habis V. Meas-Yedid Elsa D. Angelini Jean-Christophe Olivo-Marin 35 0 0 15 Jul 2024
Tiny models from tiny data: Textual and null-text inversion for few-shot distillation Erik Landolsi Fredrik Kahl DiffM 58 1 0 05 Jun 2024
PARTICLE: Part Discovery and Contrastive Learning for Fine-grained Recognition Oindrila Saha Subhransu Maji SSL 32 2 0 25 Sep 2023
PartSeg: Few-shot Part Segmentation via Part-aware Prompt Learning M. Han Heliang Zheng Chaoyue Wang Yong Luo Han Hu Jing Zhang Yonggang Wen VLM 32 3 0 24 Aug 2023
The Art of Camouflage: Few-shot Learning for Animal Detection and Segmentation Thanh-Tung Phan-Nguyen Anh-Khoa Nguyen Vu Nhat-Duy Nguyen Vinh-Tiep Nguyen T. Ngo Thanh-Toan Do M. Tran Tam V. Nguyen 39 4 0 15 Apr 2023
Leaving Reality to Imagination: Robust Classification via Generated Datasets Hritik Bansal Aditya Grover OOD 44 87 0 05 Feb 2023
Accidental Turntables: Learning 3D Pose by Watching Objects Turn Zezhou Cheng Matheus Gadelha Subhransu Maji 3DPC 19 1 0 13 Dec 2022
One-Shot Synthesis of Images and Segmentation Masks V. Sushko Dan Zhang Juergen Gall Anna Khoreva 35 6 0 15 Sep 2022
Leveraging GAN Priors for Few-Shot Part Segmentation M. Han Heliang Zheng Chaoyue Wang Yong Luo Han Hu Bo Du 36 6 0 27 Jul 2022
SemMAE: Semantic-Guided Masking for Learning Masked Autoencoders Gang Li Heliang Zheng Daqing Liu Chaoyue Wang Bing-Huang Su Changwen Zheng 32 124 0 21 Jun 2022
Improving Few-Shot Part Segmentation using Coarse Supervision Oindrila Saha Zezhou Cheng Subhransu Maji 25 12 0 11 Apr 2022
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 270 3,375 0 09 Mar 2020
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 294 10,354 0 12 Dec 2018