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Efficient Lifelong Learning with A-GEM

2 December 2018

Papers citing "Efficient Lifelong Learning with A-GEM"

50 / 948 papers shown

Title
DualTeacher: Bridging Coexistence of Unlabelled Classes for Semi-supervised Incremental Object Detection Ziqi Yuan Liyuan Wang Wenbo Ding Xingxing Zhang Jiachen Zhong Jianyong Ai Jianmin Li Jun Zhu 209 0 0 13 Dec 2023
Continual Learning through Networks Splitting and Merging with Dreaming-Meta-Weighted Model Fusion Yi Sun Xin Xu Jian Li Guanglei Xie Yifei Shi Qiang Fang CLL MoMe 237 1 0 12 Dec 2023
Class-Prototype Conditional Diffusion Model with Gradient Projection for Continual Learning Khanh Doan Quyen Tran Tung Lam Tran Tuan Nguyen Dinh Q. Phung Trung Le DiffM 221 3 0 10 Dec 2023
Wake-Sleep Consolidated Learning Amelia Sorrenti Giovanni Bellitto Federica Proietto Salanitri M. Pennisi S. Palazzo C. Spampinato CLL 173 3 0 06 Dec 2023
Benchmarking Continual Learning from Cognitive Perspectives Xiaoqian Liu Junge Zhang Mingyi Zhang Peipei Yang 212 2 0 06 Dec 2023
Meta-Learned Attribute Self-Interaction Network for Continual and Generalized Zero-Shot LearningIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Vinay Kumar Verma Nikhil Mehta Kevin J. Liang Aakansha Mishra Lawrence Carin BDL VLM 198 7 0 02 Dec 2023
Towards Redundancy-Free Sub-networks in Continual Learning Cheng Chen Jingkuan Song LianLi Gao Hengtao Shen 143 2 0 01 Dec 2023
Continual Diffusion with STAMINA: STack-And-Mask INcremental Adapters James Seale Smith Yen-Chang Hsu Z. Kira Yilin Shen Hongxia Jin DiffM 335 9 0 30 Nov 2023
D4AM: A General Denoising Framework for Downstream Acoustic ModelsInternational Conference on Learning Representations (ICLR), 2023 H. Wang Yu Tsao Hsin-Min Wang Chu-Song Chen 146 5 0 28 Nov 2023
Continual Instruction Tuning for Large Multimodal Models Jinghan He Haiyun Guo Ming Tang Jinqiao Wang VLM MLLM CLL KELM 176 37 0 27 Nov 2023
Hessian Aware Low-Rank Perturbation for Order-Robust Continual LearningIEEE Transactions on Knowledge and Data Engineering (TKDE), 2023 Jiaqi Li Yuanhao Lai Rui Wang Changjian Shui Sabyasachi Sahoo Charles Ling Shichun Yang Boyu Wang Christian Gagné Fan Zhou CLL 318 2 0 26 Nov 2023
OpenNet: Incremental Learning for Autonomous Driving Object Detection with Balanced LossIEEE International Conference on Systems, Man and Cybernetics (SMC), 2023 Zezhou Wang Guitao Cao Xidong Xi Jiangtao Wang 201 3 0 25 Nov 2023
CUCL: Codebook for Unsupervised Continual LearningACM Multimedia (ACM MM), 2023 Chen Cheng Jingkuan Song Xiaosu Zhu Sitong Su Lianli Gao Jikang Cheng CLL 142 4 0 25 Nov 2023
Class Gradient Projection For Continual LearningACM Multimedia (ACM MM), 2022 Cheng Chen Ji Zhang Jingkuan Song Lianli Gao CLL 109 22 0 25 Nov 2023
Continual Learning of Diffusion Models with Generative Distillation Sergi Masip Pau Rodriguez Tinne Tuytelaars Gido M. van de Ven VLM DiffM 228 18 0 23 Nov 2023
CMFDFormer: Transformer-based Copy-Move Forgery Detection with Continual Learning Yaqi Liu Chao Xia Song Xiao Qingxiao Guan Wenqian Dong Yifan Zhang Neng H. Yu 152 3 0 22 Nov 2023
Density Distribution-based Learning Framework for Addressing Online Continual Learning Challenges Shilin Zhang Jiahui Wang CLL 132 1 0 22 Nov 2023
PACOL: Poisoning Attacks Against Continual Learners Huayu Li G. Ditzler AAML 151 3 0 18 Nov 2023
When Meta-Learning Meets Online and Continual Learning: A Survey Jaehyeon Son Soochan Lee Gunhee Kim OOD CLL 333 21 0 09 Nov 2023
Two Complementary Perspectives to Continual Learning: Ask Not Only What to Optimize, But Also How Timm Hess Tinne Tuytelaars Gido M. van de Ven 215 11 0 08 Nov 2023
Improving the Effectiveness of Deep Generative DataIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Ruyu Wang Sabrina Schmedding Marco F. Huber DiffM 225 5 0 07 Nov 2023
Learning to Learn for Few-shot Continual Active LearningArtificial Intelligence Review (AIR), 2023 Stella Ho Ming Liu Shang Gao Longxiang Gao KELM BDL VLM CLL 382 8 0 07 Nov 2023
Scalable and Efficient Continual Learning from Demonstration via a Hypernetwork-generated Stable Dynamics Model Sayantan Auddy Jakob J. Hollenstein Matteo Saveriano Antonio Rodríguez-Sánchez J. Piater 263 9 0 06 Nov 2023
Task Arithmetic with LoRA for Continual Learning Rajas Chitale Ankit Vaidya Aditya Kane Archana Ghotkar 272 28 0 04 Nov 2023
Look-Ahead Selective Plasticity for Continual Learning of Visual Tasks Rouzbeh Meshkinnejad Jie Mei Daniel Lizotte Y. Mohsenzadeh SSL CLL 209 4 0 02 Nov 2023
Look At Me, No Replay! SurpriseNet: Anomaly Detection Inspired Class Incremental LearningInternational Conference on Information and Knowledge Management (CIKM), 2023 Anton Lee Yaqian Zhang Heitor Murilo Gomes Nikolaos Perrakis Bernhard Pfahringer CLL 169 3 0 30 Oct 2023
NPCL: Neural Processes for Uncertainty-Aware Continual LearningNeural Information Processing Systems (NeurIPS), 2023 Saurav Jha Dong Gong He Zhao Lina Yao CLL BDL 177 21 0 30 Oct 2023
Fantastic Gains and Where to Find Them: On the Existence and Prospect of General Knowledge Transfer between Any Pretrained ModelInternational Conference on Learning Representations (ICLR), 2023 Karsten Roth Lukas Thede Almut Sophia Koepke Oriol Vinyals Olivier J. Hénaff Zeynep Akata AAML 297 17 0 26 Oct 2023
Towards Continually Learning Application Performance Models Ray A. O. Sinurat Anurag Daram Haryadi S. Gunawi Robert B. Ross Sandeep Madireddy 189 0 0 25 Oct 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 250 16 0 25 Oct 2023
TiC-CLIP: Continual Training of CLIP ModelsInternational Conference on Learning Representations (ICLR), 2023 Saurabh Garg Mehrdad Farajtabar Hadi Pouransari Raviteja Vemulapalli Sachin Mehta Oncel Tuzel Vaishaal Shankar Fartash Faghri VLM CLIP 329 39 0 24 Oct 2023
COPR: Continual Learning Human Preference through Optimal Policy Regularization Han Zhang Lin Gui Yuanzhao Zhai Hui Wang Yu Lei Ruifeng Xu CLL 371 0 0 24 Oct 2023
Visually Grounded Continual Language Learning with Selective SpecializationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Kyra Ahrens Lennart Bengtson Jae Hee Lee Stefan Wermter 275 0 0 24 Oct 2023
SAM-CLIP: Merging Vision Foundation Models towards Semantic and Spatial Understanding Haoxiang Wang Pavan Kumar Anasosalu Vasu Fartash Faghri Raviteja Vemulapalli Mehrdad Farajtabar Sachin Mehta Mohammad Rastegari Oncel Tuzel Hadi Pouransari VLM 536 123 0 23 Oct 2023
Coordinated Replay Sample Selection for Continual Federated LearningConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Jack Good Jimit Majmudar Christophe Dupuy Jixuan Wang Charith Peris Clement Chung Richard Zemel Rahul Gupta 190 5 0 23 Oct 2023
CITB: A Benchmark for Continual Instruction TuningConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Zihan Zhang Meng Fang Ling-Hao Chen Mohammad-Reza Namazi-Rad ALM CLL 207 32 0 23 Oct 2023
Orthogonal Subspace Learning for Language Model Continual LearningConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Xiao Wang Tianze Chen Qiming Ge Han Xia Rong Bao Rui Zheng Tao Gui Tao Gui Xuanjing Huang CLL 259 179 0 22 Oct 2023
Towards Anytime Fine-tuning: Continually Pre-trained Language Models with Hypernetwork PromptConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Gangwei Jiang Caigao Jiang Siqiao Xue James Y. Zhang Junqing Zhou Defu Lian Ying Wei VLM 174 11 0 19 Oct 2023
A Unified Approach to Domain Incremental Learning with Memory: Theory and AlgorithmNeural Information Processing Systems (NeurIPS), 2023 Haizhou Shi Hao Wang CLL 264 38 0 18 Oct 2023
Prior-Free Continual Learning with Unlabeled Data in the Wild Tao Zhuo Zhiyong Cheng Hehe Fan Mohan S. Kankanhalli VLM CLL 185 2 0 16 Oct 2023
Lifelong Sequence Generation with Dynamic Module Expansion and Adaptation Chengwei Qin Junwon Lee Shafiq Joty CLL 422 16 0 15 Oct 2023
Sub-network Discovery and Soft-masking for Continual Learning of Mixed Tasks Zixuan Ke Bing Liu Wenhan Xiong Asli Celikyilmaz Haoran Li CLL 208 9 0 13 Oct 2023
Continual Learning via Manifold Expansion ReplayIEEE International Conference on Systems, Man and Cybernetics (SMC), 2023 Zihao Xu Xuan Tang Yufei Shi Jianfeng Zhang Jian Yang Xiao He Xian Wei KELM CLL 125 4 0 12 Oct 2023
Unlearning with Fisher Masking Yufang Liu Changzhi Sun Man Lan Aimin Zhou MU 183 9 0 09 Oct 2023
Saliency-Guided Hidden Associative Replay for Continual Learning Guangji Bai Qilong Zhao Xiaoyang Jiang Yifei Zhang Bo Pan CLL 210 7 0 06 Oct 2023
Continual Contrastive Spoken Language UnderstandingAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Umberto Cappellazzo Enrico Fini Muqiao Yang Daniele Falavigna Alessio Brutti Bhiksha Raj CLL 307 1 0 04 Oct 2023
Chunking: Continual Learning is not just about Distribution Shift Thomas L. Lee Amos Storkey 209 2 0 03 Oct 2023
Primal Dual Continual Learning: Balancing Stability and Plasticity through Adaptive Memory Allocation Juan Elenter Navid Naderializadeh Tara Javidi Alejandro Ribeiro CLL 416 3 0 29 Sep 2023
HyperMask: Adaptive Hypernetwork-based Masks for Continual LearningNeural Networks (Neural Netw.), 2023 Kamil Ksiazek Przemysław Spurek CLL 468 7 0 29 Sep 2023
E2Net: Resource-Efficient Continual Learning with Elastic Expansion Network Ruiqi Liu Boyu Diao Libo Huang Zhulin An Yongjun Xu CLL 175 0 0 28 Sep 2023

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Efficient Lifelong Learning with A-GEM

Papers citing "Efficient Lifelong Learning with A-GEM"