Continual Unsupervised Representation Learning

Neural Information Processing Systems (NeurIPS), 2019

31 October 2019

Dushyant Rao

Papers citing "Continual Unsupervised Representation Learning"

50 / 166 papers shown

Title
Online Clustering of Seafloor Imagery for Interpretation during Long-Term AUV Operations Cailei Liang Adrian Bodenmann Sam Fenton Blair Thornton 96 0 0 08 Sep 2025
Unsupervised Video Continual Learning via Non-Parametric Deep Embedded Clustering Nattapong Kurpukdee Adrian G. Bors 96 0 0 29 Aug 2025
Class Incremental Continual Learning with Self-Organizing Maps and Variational Autoencoders Using Synthetic Replay Pujan Thapa Alexander Ororbia Travis J. Desell DRL CLL 176 0 0 28 Aug 2025
BRAIN: Bias-Mitigation Continual Learning Approach to Vision-Brain Understanding Xuan-Bac Nguyen Thanh-Dat Truong Pawan Sinha Khoa Luu CLL 104 0 0 25 Aug 2025
Dynamic Context-oriented Decomposition for Task-aware Low-rank Adaptation with Less Forgetting and Faster Convergence Jianlong Wu Sihao Liu Chuan Rao Bang An Tiancheng Shen Juil Sock Ming-Hsuan Yang Bernard Ghanem 180 4 0 16 Jun 2025
Adaptive Budget Allocation for Orthogonal-Subspace Adapter Tuning in LLMs Continual Learning Zhiyi Wan Wanrou Du Liang Li Miao Pan Xiaoqi Qin CLL 134 0 0 28 May 2025
Information-Theoretic Complementary Prompts for Improved Continual Text ClassificationNeural Networks (NN), 2025 Duzhen Zhang Yong Ren Chenxing Li Dong Yu Tielin Zhang CLL VLM 220 0 0 27 May 2025
Overcoming Deceptiveness in Fitness Optimization with Unsupervised Quality-DiversityAnnual Conference on Genetic and Evolutionary Computation (GECCO), 2025 Lisa Coiffard Paul Templier Antoine Cully OffRL 325 1 0 02 Apr 2025
ProtoDepth: Unsupervised Continual Depth Completion with PrototypesComputer Vision and Pattern Recognition (CVPR), 2025 Patrick Rim Hyoungseob Park Xien Chen Ziyao Zeng Younjoon Chung Alex Wong CLL MDE 288 5 0 17 Mar 2025
Knowledge Retention for Continual Model-Based Reinforcement Learning Yixiang Sun Haotian Fu M. L. Littman George Konidaris OffRL CLL VLM 436 2 0 06 Mar 2025
From Offline to Online Memory-Free and Task-Free Continual Learning via Fine-Grained Hypergradients Nicolas Michel Maorong Wang Jiangpeng He Toshihiko Yamasaki CLL 184 0 0 26 Feb 2025
Memory Storyboard: Leveraging Temporal Segmentation for Streaming Self-Supervised Learning from Egocentric Videos Yanlai Yang Mengye Ren 922 0 0 21 Jan 2025
COBRA: A Continual Learning Approach to Vision-Brain Understanding Xuan-Bac Nguyen Arabinda Kumar Choudhary Arabinda Kumar Choudhary Pawan Sinha Xin Li Khoa Luu CLL 320 3 0 25 Nov 2024
Online-LoRA: Task-free Online Continual Learning via Low Rank AdaptationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Xiwen Wei Guihong Li R. Marculescu 189 12 0 08 Nov 2024
Incremental Learning of Retrievable Skills For Efficient Continual Task AdaptationNeural Information Processing Systems (NeurIPS), 2024 Daehee Lee Minjong Yoo Woo Kyung Kim Wonje Choi Honguk Woo CLL 408 15 0 30 Oct 2024
Patch-Based Contrastive Learning and Memory Consolidation for Online Unsupervised Continual Learning Cameron Taylor Vassilis Vassiliades C. Dovrolis CLL 268 1 0 24 Sep 2024
Forget but Recall: Incremental Latent Rectification in Continual Learning Nghia D. Nguyen Hieu Trung Nguyen Ang Li H. Pham Viet Anh Nguyen Khoa D. Doan CLL 181 0 0 25 Jun 2024
CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for Task-Aware Parameter-Efficient Fine-tuningNeural Information Processing Systems (NeurIPS), 2024 Yibo Yang Xiaojie Li Zhongzhu Zhou Shuaiwen Leon Song Yue Yu Liqiang Nie Guohao Li 311 24 0 07 Jun 2024
Open Problem: Active Representation Learning Nikola Milosevic Gesine Müller Jan Huisken Nico Scherf 167 1 0 06 Jun 2024
Unsupervised Few-Shot Continual Learning for Remote Sensing Image Scene Classification M. A. Ma'sum Mahardhika Pratama Ramasamy Savitha Lin Liu Habibullah Habibullah Ryszard Kowalczyk CLL 234 3 0 04 Jun 2024
Forward-Backward Knowledge Distillation for Continual Clustering M. Sadeghi Zihan Wang Narges Armanfard CLL 169 2 0 29 May 2024
Integrating Present and Past in Unsupervised Continual Learning Yipeng Zhang Laurent Charlin R. Zemel Mengye Ren CLL 171 6 0 29 Apr 2024
Branch-Tuning: Balancing Stability and Plasticity for Continual Self-Supervised Learning Wenzhuo Liu Fei Zhu Cheng-Lin Liu CLL 281 2 0 27 Mar 2024
Reconstruct before Query: Continual Missing Modality Learning with Decomposed Prompt Collaboration Shu Zhao Xiaohan Zou Tan Yu Huijuan Xu 211 2 0 17 Mar 2024
Continual Learning by Three-Phase Consolidation Davide Maltoni Lorenzo Pellegrini CLL 195 0 0 12 Mar 2024
Continual Learning and Catastrophic Forgetting Gido M. van de Ven Nicholas Soures Dhireesha Kudithipudi 222 88 0 08 Mar 2024
Divide and not forget: Ensemble of selectively trained experts in Continual Learning Grzegorz Rype'sć Sebastian Cygert Valeriya Khan Tomasz Trzciñski Bartosz Zieliñski Bartlomiej Twardowski CLL 241 41 0 18 Jan 2024
Adapt & Align: Continual Learning with Generative Models Latent Space Alignment Kamil Deja Bartosz Cywiński Jan Rybarczyk Tomasz Trzciñski CLL DRL 133 0 0 21 Dec 2023
CUCL: Codebook for Unsupervised Continual LearningACM Multimedia (ACM MM), 2023 Chen Cheng Jingkuan Song Xiaosu Zhu Sitong Su Lianli Gao Jikang Cheng CLL 130 4 0 25 Nov 2023
CL-MASR: A Continual Learning Benchmark for Multilingual ASRIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2023 Luca Della Libera Pooneh Mousavi Salah Zaiem Cem Subakan Mirco Ravanelli AuLLM CLL 242 16 0 25 Oct 2023
Adaptive Visual Scene Understanding: Incremental Scene Graph GenerationNeural Information Processing Systems (NeurIPS), 2023 Naitik Khandelwal Xiao Liu Mengmi Zhang CLL 229 1 0 02 Oct 2023
Introducing Language Guidance in Prompt-based Continual LearningIEEE International Conference on Computer Vision (ICCV), 2023 Muhammad Gul Zain Ali Khan Muhammad Ferjad Naeem Luc Van Gool D. Stricker F. Tombari Muhammad Zeshan Afzal VLM CLL 153 58 0 30 Aug 2023
Continual Pre-Training of Large Language Models: How to (re)warm your model? Kshitij Gupta Benjamin Thérien Adam Ibrahim Mats L. Richter Quentin G. Anthony Eugene Belilovsky Irina Rish Timothée Lesort KELM 354 130 0 08 Aug 2023
A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Zhenyi Wang Enneng Yang Li Shen Heng-Chiao Huang KELM MU 209 79 0 16 Jul 2023
Continual Learners are Incremental Model GeneralizersInternational Conference on Machine Learning (ICML), 2023 Jaehong Yoon Sung Ju Hwang Yu Cao CLL 171 5 0 21 Jun 2023
Masked Autoencoders are Efficient Continual Federated Learners Subarnaduti Paul Lars-Joel Frey Roshni Kamath Kristian Kersting Martin Mundt CLL FedML 198 2 0 06 Jun 2023
Approximate Bayesian Class-Conditional Models under Continuous Representation ShiftInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2023 Thomas L. Lee Amos Storkey BDL 217 4 0 30 May 2023
Meta-Learning Online Adaptation of Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Nathan J. Hu E. Mitchell Christopher D. Manning Chelsea Finn KELM 238 43 0 24 May 2023
Label-Efficient Learning in Agriculture: A Comprehensive ReviewComputers and Electronics in Agriculture (Comput. Electron. Agric.), 2023 Jiajia Li Dong Chen Xinda Qi Zhao Li Yanbo Huang Daniel Morris Xiaobo Tan 177 50 0 24 May 2023
TransCoder: Towards Unified Transferable Code Representation Learning Inspired by Human SkillsInternational Conference on Language Resources and Evaluation (LREC), 2023 Qiushi Sun Polydoros Giannouris Jiadong Wang Xiang Li Ming Gao 224 12 0 23 May 2023
Meta-Reinforcement Learning Based on Self-Supervised Task Representation LearningAAAI Conference on Artificial Intelligence (AAAI), 2023 Mingyang Wang Zhenshan Bing Xiangtong Yao Shuai Wang Hang Su Chenguang Yang Kai Huang Alois C. Knoll SSL OOD 219 18 0 29 Apr 2023
Meta-Learned Models of CognitionBehavioral and Brain Sciences (BBS), 2023 Marcel Binz Ishita Dasgupta Akshay K. Jagadish M. Botvinick Jane X. Wang Eric Schulz 244 37 0 12 Apr 2023
Knowledge Accumulation in Continually Learned Representations and the Issue of Feature Forgetting Timm Hess Eli Verwimp Gido M. van de Ven Tinne Tuytelaars CLL 300 11 0 03 Apr 2023
Exploring Continual Learning of Diffusion Models Michal Zajac Kamil Deja Anna Kuzina Jakub M. Tomczak Tomasz Trzciñski Florian Shkurti Piotr Milo's DiffM 133 16 0 27 Mar 2023
Leveraging Old Knowledge to Continually Learn New Classes in Medical ImagesAAAI Conference on Artificial Intelligence (AAAI), 2023 Evelyn Chee Yang Deng Wynne Hsu CLL 98 12 0 24 Mar 2023
Efficient Self-supervised Continual Learning with Progressive Task-correlated Layer FreezingIEEE International Symposium on Quality Electronic Design (ISQED), 2023 Li Yang Sen Lin Fan Zhang Junshan Zhang Deliang Fan CLL 217 7 0 13 Mar 2023
Continual Visual Reinforcement Learning with A Life-Long World Model Wendong Zhang Wendong Zhang Geng Chen Siyu Gao Yunbo Wang Xiaokang Yang Yunbo Wang CLL 277 4 0 12 Mar 2023
Improving Representational Continuity via Continued Pretraining Michael Sun Ananya Kumar Divyam Madaan Abigail Z. Jacobs CLL 106 3 0 26 Feb 2023
Meta-Reinforcement Learning via Exploratory Task ClusteringAAAI Conference on Artificial Intelligence (AAAI), 2023 Zhendong Chu Hongning Wang OffRL 164 9 0 15 Feb 2023
A Comprehensive Survey of Continual Learning: Theory, Method and ApplicationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Liyuan Wang Xingxing Zhang Hang Su Jun Zhu KELM CLL 701 1,022 0 31 Jan 2023