Learning without Forgetting

29 June 2016

Papers citing "Learning without Forgetting"

50 / 2,216 papers shown

Title
Generalized Source-free Domain Adaptation Shiqi Yang Yaxing Wang Joost van de Weijer Luis Herranz Shangling Jui TTA 38 252 0 03 Aug 2021
Learning a Neural Diff for Speech Models J. Macoskey Grant P. Strimel Ariya Rastrow 18 2 0 03 Aug 2021
Task-Specific Normalization for Continual Learning of Blind Image Quality Models Weixia Zhang Kede Ma Guangtao Zhai Xiaokang Yang VLM 39 24 0 28 Jul 2021
Continual Learning with Neuron Activation Importance Sohee Kim Seungkyu Lee CLL 29 2 0 27 Jul 2021
Co-Transport for Class-Incremental Learning Da-Wei Zhou Han-Jia Ye De-Chuan Zhan CLL 44 73 0 27 Jul 2021
Revisiting Catastrophic Forgetting in Class Incremental Learning Zixuan Ni Haizhou Shi Siliang Tang Longhui Wei Qi Tian Yueting Zhuang CLL 14 8 0 26 Jul 2021
In Defense of the Learning Without Forgetting for Task Incremental Learning Guy Oren Lior Wolf CLL 22 16 0 26 Jul 2021
An Adapter Based Pre-Training for Efficient and Scalable Self-Supervised Speech Representation Learning Samuel Kessler Bethan Thomas S. Karout SSL 27 29 0 26 Jul 2021
More Parameters? No Thanks! Zeeshan Khan Kartheek Akella Vinay P. Namboodiri C. V. Jawahar 33 1 0 20 Jul 2021
Self-Promoted Prototype Refinement for Few-Shot Class-Incremental Learning Kai Zhu Yang Cao Wei Zhai Jie Cheng Zhengjun Zha CLL 21 144 0 19 Jul 2021
Double Similarity Distillation for Semantic Image Segmentation Yingchao Feng Xian Sun Wenhui Diao Jihao Li Xin Gao 24 62 0 19 Jul 2021
Federated Whole Prostate Segmentation in MRI with Personalized Neural Architectures H. Roth Dong Yang Wenqi Li Andriy Myronenko Wentao Zhu Ziyue Xu Xiaosong Wang Daguang Xu FedML 47 24 0 16 Jul 2021
Representation Consolidation for Training Expert Students Zhizhong Li Avinash Ravichandran Charless C. Fowlkes M. Polito Rahul Bhotika Stefano Soatto 16 6 0 16 Jul 2021
Continual Learning for Automated Audio Captioning Using The Learning Without Forgetting Approach Jan van den Berg Konstantinos Drossos CLL 22 11 0 16 Jul 2021
AlterSGD: Finding Flat Minima for Continual Learning by Alternative Training Zhongzhan Huang Ming Liang Senwei Liang Wei He CLL ODL 44 6 0 13 Jul 2021
Contrast R-CNN for Continual Learning in Object Detection Kai Zheng Cen Chen CLL ObjD 47 1 0 11 Jul 2021
Few-Shot Domain Adaptation with Polymorphic Transformers Shaohua Li Xiuchao Sui Jie Fu Huazhu Fu Xiangde Luo Yangqin Feng Xinxing Xu Yong Liu Daniel Ting Rick Siow Mong Goh ViT MedIm 24 20 0 10 Jul 2021
Lifelong Mixture of Variational Autoencoders Fei Ye A. Bors DRL 24 27 0 09 Jul 2021
Lifelong Teacher-Student Network Learning Fei Ye A. Bors CLL 23 44 0 09 Jul 2021
ARC: Adversarially Robust Control Policies for Autonomous Vehicles Sampo Kuutti Saber Fallah Richard Bowden AAML 30 5 0 09 Jul 2021
A First Look at Class Incremental Learning in Deep Learning Mobile Traffic Classification Giampaolo Bovenzi Lixuan Yang A. Finamore Giuseppe Aceto D. Ciuonzo A. Pescapé Dario Rossi 23 22 0 09 Jul 2021
Continual Learning in the Teacher-Student Setup: Impact of Task Similarity Sebastian Lee Sebastian Goldt Andrew M. Saxe CLL 37 73 0 09 Jul 2021
CoReD: Generalizing Fake Media Detection with Continual Representation using Distillation Minhan Kim Shahroz Tariq Simon S. Woo CLL 37 49 0 06 Jul 2021
Multi-View Correlation Distillation for Incremental Object Detection Dongbao Yang Yu Zhou Weiping Wang 34 59 0 05 Jul 2021
Continual Contrastive Learning for Image Classification Zhiwei Lin Yongtao Wang Hongxiang Lin SSL CLL 24 14 0 05 Jul 2021
Split-and-Bridge: Adaptable Class Incremental Learning within a Single Neural Network Jong-Yeong Kim Dong-Wan Choi CLL 24 25 0 03 Jul 2021
Few-Shot Learning with a Strong Teacher Han-Jia Ye Lu Ming De-Chuan Zhan Wei-Lun Chao 27 51 0 01 Jul 2021
When Video Classification Meets Incremental Classes Hanbin Zhao Xin Qin Shihao Su Yongjian Fu Zibo Lin Xi Li CLL 27 28 0 30 Jun 2021
Tackling Catastrophic Forgetting and Background Shift in Continual Semantic Segmentation Arthur Douillard Yifu Chen Arnaud Dapogny Matthieu Cord CLL 30 21 0 29 Jun 2021
OpenCoS: Contrastive Semi-supervised Learning for Handling Open-set Unlabeled Data Jongjin Park Sukmin Yun Jongheon Jeong Jinwoo Shin 39 29 0 29 Jun 2021
Unsupervised Continual Learning via Self-Adaptive Deep Clustering Approach Mahardhika Pratama Andri Ashfahani E. Lughofer SSL CLL 14 16 0 28 Jun 2021
Co $^2$ L: Contrastive Continual Learning Hyuntak Cha Jaeho Lee Jinwoo Shin CLL SSL VLM 60 295 0 28 Jun 2021
Learning without Forgetting for 3D Point Cloud Objects T. Chowdhury Mahira Jalisha A. Cheraghian Shafin Rahman 3DPC 42 9 0 27 Jun 2021
Continual Learning via Inter-Task Synaptic Mapping Fubing Mao Weiwei Weng Mahardhika Pratama E. Yapp CLL KELM 21 20 0 26 Jun 2021
In-N-Out: Towards Good Initialization for Inpainting and Outpainting Changho Jo Woobin Im Sung-eui Yoon 22 7 0 26 Jun 2021
Continual Novelty Detection Rahaf Aljundi Daniel Olmeda Reino N. Chumerin Richard Turner 27 11 0 24 Jun 2021
On the importance of cross-task features for class-incremental learning Albin Soutif--Cormerais Marc Masana Joost van de Weijer Bartlomiej Twardowski CLL 35 19 0 22 Jun 2021
SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning Sungmin Cha Beomyoung Kim Y. Yoo Taesup Moon CLL 42 87 0 22 Jun 2021
Incremental Deep Neural Network Learning using Classification Confidence Thresholding Justin Leo Jugal Kalita CLL 24 15 0 21 Jun 2021
High-level Features for Resource Economy and Fast Learning in Skill Transfer Alper Ahmetoglu Emre Ugur Minoru Asada Erhan Öztop 27 5 0 18 Jun 2021
Dual-Teacher Class-Incremental Learning With Data-Free Generative Replay Yoojin Choi Mostafa El-Khamy Jungwon Lee CLL 27 41 0 17 Jun 2021
Always Be Dreaming: A New Approach for Data-Free Class-Incremental Learning James Smith Yen-Chang Hsu John C. Balloch Yilin Shen Hongxia Jin Z. Kira CLL 65 162 0 17 Jun 2021
Knowledge-Adaptation Priors Mohammad Emtiyaz Khan S. Swaroop BDL VLM ODL 8 25 0 16 Jun 2021
Natural continual learning: success is a journey, not (just) a destination Ta-Chu Kao Kristopher T. Jensen Gido M. van de Ven A. Bernacchia Guillaume Hennequin CLL 23 48 0 15 Jun 2021
Learngene: From Open-World to Your Learning Task Qiufeng Wang Xin Geng Shuxia Lin Shiyu Xia Lei Qi Ning Xu 38 20 0 12 Jun 2021
Optimizing Reusable Knowledge for Continual Learning via Metalearning J. Hurtado Alain Raymond-Sáez Alvaro Soto CLL 34 37 0 09 Jun 2021
Towards Deep Industrial Transfer Learning for Anomaly Detection on Time Series Data Benjamin Maschler T. Knodel M. Weyrich AI4TS 24 9 0 09 Jun 2021
GAN Cocktail: mixing GANs without dataset access Omri Avrahami Dani Lischinski Ohad Fried DiffM MoMe 26 10 0 07 Jun 2021
Continual Active Learning for Efficient Adaptation of Machine Learning Models to Changing Image Acquisition Matthias Perkonigg J. Hofmanninger Georg Langs MedIm OOD 38 16 0 07 Jun 2021
Energy Aligning for Biased Models Bowen Zhao Chen Chen Qi Ju Shutao Xia 22 1 0 07 Jun 2021