DeepUSPS: Deep Robust Unsupervised Saliency Prediction With
Self-Supervision

DeepUSPS: Deep Robust Unsupervised Saliency Prediction With Self-Supervision

28 September 2019

Chaithanya Kumar Mummadi

Thi Phuong Nhung Ngo

Thomas Brox

Papers citing "DeepUSPS: Deep Robust Unsupervised Saliency Prediction With Self-Supervision"

16 / 16 papers shown

Title
Removing supervision in semantic segmentation with local-global matching and area balancing Simone Rossetti Nico Sama F. Pirri VLM 32 0 0 30 Mar 2023
Unsupervised Object Localization: Observing the Background to Discover Objects Oriane Siméoni Chloé Sekkat Gilles Puy Antonín Vobecký Éloi Zablocki Patrick Pérez OCL SSL 28 51 0 15 Dec 2022
ConCL: Concept Contrastive Learning for Dense Prediction Pre-training in Pathology Images Jiawei Yang Hanbo Chen Yuan Liang Junzhou Huang Lei He Jianhua Yao 40 18 0 14 Jul 2022
Unsupervised Semantic Segmentation with Self-supervised Object-centric Representations Andrii Zadaianchuk Matthaeus Kleindessner Yi Zhu Francesco Locatello Thomas Brox 22 49 0 11 Jul 2022
Deep Spectral Methods: A Surprisingly Strong Baseline for Unsupervised Semantic Segmentation and Localization Luke Melas-Kyriazi Christian Rupprecht Iro Laina Andrea Vedaldi 28 159 0 16 May 2022
Learning from Pixel-Level Noisy Label : A New Perspective for Light Field Saliency Detection Mingtao Feng Li-Yu Daisy Liu Liangkai Zhang Hongshan Yu Yaonan Wang Ajmal Saeed Mian 14 18 0 28 Apr 2022
Pushing the limits of self-supervised ResNets: Can we outperform supervised learning without labels on ImageNet? Nenad Tomašev Ioana Bica Brian McWilliams Lars Buesing Razvan Pascanu Charles Blundell Jovana Mitrović SSL 76 81 0 13 Jan 2022
SalFBNet: Learning Pseudo-Saliency Distribution via Feedback Convolutional Networks Guanqun Ding Nevrez Imamoglu Ali Caglayan M. Murakawa Ryosuke Nakamura 28 24 0 07 Dec 2021
Activation to Saliency: Forming High-Quality Labels for Completely Unsupervised Salient Object Detection Huajun Zhou Peijia Chen Lingxiao Yang Jianhuang Lai Xiaohua Xie 22 0 0 07 Dec 2021
ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation Laurynas Karazija Iro Laina Christian Rupprecht 3DV VOS 27 84 0 19 Nov 2021
The Emergence of Objectness: Learning Zero-Shot Segmentation from Videos Runtao Liu Zhirong Wu Stella X. Yu Stephen Lin VOS 30 51 0 11 Nov 2021
Salient Objects in Clutter Deng-Ping Fan Jing Zhang Gang Xu Mingg-Ming Cheng Ling Shao 34 42 0 07 May 2021
Characterizing and Improving the Robustness of Self-Supervised Learning through Background Augmentations Chaitanya K. Ryali D. Schwab Ari S. Morcos SSL 29 9 0 23 Mar 2021
Learning Noise-Aware Encoder-Decoder from Noisy Labels by Alternating Back-Propagation for Saliency Detection Jing Zhang Jianwen Xie Nick Barnes NoLa 50 57 0 23 Jul 2020
Distilling Localization for Self-Supervised Representation Learning Nanxuan Zhao Zhirong Wu Rynson W. H. Lau Stephen Lin SSL 24 56 0 14 Apr 2020
SELF: Learning to Filter Noisy Labels with Self-Ensembling Philipp Kratzer Marc Toussaint Thi Phuong Nhung Ngo T. Nguyen Jim Mainprice Thomas Brox NoLa 28 308 0 04 Oct 2019