OpenLDN: Learning to Discover Novel Classes for Open-World Semi-Supervised Learning

5 July 2022

Salman Khan

Papers citing "OpenLDN: Learning to Discover Novel Classes for Open-World Semi-Supervised Learning"

35 / 35 papers shown

Title
Few-shot Novel Category Discovery Chunming Li Shidong Wang Haofeng Zhang 31 0 0 13 May 2025
DATA: Multi-Disentanglement based Contrastive Learning for Open-World Semi-Supervised Deepfake Attribution Ming-Hui Liu Xiao-Qian Liu Xin Luo Xin-Shun Xu 56 0 0 07 May 2025
Enhancing Novel Object Detection via Cooperative Foundational Models Rohit K Bharadwaj Muzammal Naseer Salman Khan F. Khan ObjD VLM 160 1 0 17 Jan 2025
Deep Active Learning in the Open World Tian Xie Jifan Zhang Haoyue Bai R. Nowak VLM 149 1 0 10 Nov 2024
OwMatch: Conditional Self-Labeling with Consistency for Open-World Semi-Supervised Learning Shengjie Niu Lifan Lin Jian Huang Chao Wang 29 0 0 04 Nov 2024
FinePseudo: Improving Pseudo-Labelling through Temporal-Alignablity for Semi-Supervised Fine-Grained Action Recognition Ishan Rajendrakumar Dave Mamshad Nayeem Rizve Mubarak Shah AI4TS 25 2 0 02 Sep 2024
HiLo: A Learning Framework for Generalized Category Discovery Robust to Domain Shifts Hongjun Wang S. Vaze Kai Han 74 4 0 08 Aug 2024
ProSub: Probabilistic Open-Set Semi-Supervised Learning with Subspace-Based Out-of-Distribution Detection Erik Wallin Lennart Svensson Fredrik Kahl Lars Hammarstrand OODD 42 1 0 16 Jul 2024
Rethinking Open-World Semi-Supervised Learning: Distribution Mismatch and Inductive Inference S. Park Hyuk Kwon Kwanghoon Sohn Kibok Lee OffRL 33 0 0 31 May 2024
Towards Realistic Long-tailed Semi-supervised Learning in an Open World Yuanpeng He Lijian Li 31 0 0 23 May 2024
Novel Class Discovery for Ultra-Fine-Grained Visual Categorization Yu Liu Yaqi Cai Qi Jia Binglin Qiu Weimin Wang Nan Pu 37 5 0 10 May 2024
Open-World Semi-Supervised Learning for Node Classification Yanling Wang Jing Zhang Lingxi Zhang Lixin Liu Yuxiao Dong Cuiping Li Hong Chen Hongzhi Yin BDL 40 0 0 18 Mar 2024
ImbaGCD: Imbalanced Generalized Category Discovery Ziyun Li Ben Dai Furkan Simsek Christoph Meinel Haojin Yang 39 2 0 04 Dec 2023
Generalized Categories Discovery for Long-tailed Recognition Ziyun Li Christoph Meinel Haojin Yang 39 3 0 04 Dec 2023
SSB: Simple but Strong Baseline for Boosting Performance of Open-Set Semi-Supervised Learning Yue Fan Anna Kukleva Dengxin Dai Bernt Schiele 32 8 0 17 Nov 2023
A Graph-Theoretic Framework for Understanding Open-World Semi-Supervised Learning Yiyou Sun Zhenmei Shi Yixuan Li OffRL 40 20 0 06 Nov 2023
Towards Distribution-Agnostic Generalized Category Discovery Jianhong Bai Zuo-Qiang Liu Hualiang Wang Ruizhe Chen Lianrui Mu Xiaomeng Li Qiufeng Wang Yang Feng Jian Wu Haoji Hu 44 9 0 02 Oct 2023
Contrastive Pseudo Learning for Open-World DeepFake Attribution Zhimin Sun Shen Chen Taiping Yao Bangjie Yin Ran Yi Shouhong Ding Lizhuang Ma CVBM 10 21 0 20 Sep 2023
CDFSL-V: Cross-Domain Few-Shot Learning for Videos Sarinda Samarasinghe Mamshad Nayeem Rizve Navid Kardan M. Shah 25 11 0 07 Sep 2023
Prototype Fission: Closing Set for Robust Open-set Semi-supervised Learning Xuwei Tan Yi-Jie Huang Yaqian Li 25 0 0 29 Aug 2023
Semi-Supervised Learning in the Few-Shot Zero-Shot Scenario Noam Fluss Guy Hacohen D. Weinshall 28 1 0 27 Aug 2023
Reinforcement Learning Based Multi-modal Feature Fusion Network for Novel Class Discovery Qiang Li Qiuyang Ma Weizhi Nie Anan Liu OffRL 41 0 0 26 Aug 2023
Semi-Supervised Learning via Weight-aware Distillation under Class Distribution Mismatch Pan Du Suyun Zhao Zisen Sheng Cuiping Li Hong Chen 27 5 0 23 Aug 2023
A Critical Look at the Current Usage of Foundation Model for Dense Recognition Task Shiqi Yang Atsushi Hashimoto Yoshitaka Ushiku DiffM VLM 43 1 0 06 Jul 2023
CiPR: An Efficient Framework with Cross-instance Positive Relations for Generalized Category Discovery Shaozhe Hao Kai Han Kwan-Yee K. Wong 46 16 0 14 Apr 2023
TimeBalance: Temporally-Invariant and Temporally-Distinctive Video Representations for Semi-Supervised Action Recognition I. Dave Mamshad Nayeem Rizve Cheng Chen M. Shah TTA 44 16 0 28 Mar 2023
Novel Class Discovery: an Introduction and Key Concepts Colin Troisemaine V. Lemaire Stéphane Gosselin Alexandre Reiffers-Masson Joachim Flocon-Cholet Sandrine Vaton 42 21 0 22 Feb 2023
OpenCon: Open-world Contrastive Learning Yiyou Sun Yixuan Li VLM SSL DRL 52 39 0 04 Aug 2022
Towards Realistic Semi-Supervised Learning Mamshad Nayeem Rizve Navid Kardan M. Shah 49 44 0 05 Jul 2022
Joint Representation Learning and Novel Category Discovery on Single- and Multi-modal Data Xu Jia Kai Han Yukun Zhu Bradley Green 149 57 0 26 Apr 2021
In Defense of Pseudo-Labeling: An Uncertainty-Aware Pseudo-label Selection Framework for Semi-Supervised Learning Mamshad Nayeem Rizve Kevin Duarte Y. S. Rawat M. Shah 241 509 0 15 Jan 2021
Conditional Gaussian Distribution Learning for Open Set Recognition Xin Sun Zhen Yang Chi Zhang Guohao Peng K. Ling BDL UQCV 155 216 0 19 Mar 2020
Open-set learning with augmented categories by exploiting unlabelled data E. Engelbrecht J. D. Preez 33 0 0 04 Feb 2020
BBN: Bilateral-Branch Network with Cumulative Learning for Long-Tailed Visual Recognition Boyan Zhou Quan Cui Xiu-Shen Wei Zhao-Min Chen 253 782 0 05 Dec 2019
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 341 11,684 0 09 Mar 2017