Efficient Architecture Search for Continual Learning

7 June 2020

Papers citing "Efficient Architecture Search for Continual Learning"

26 / 26 papers shown

Title
SEAL: Searching Expandable Architectures for Incremental Learning Matteo Gambella Vicente Javier Castro Solar Manuel Roveri CLL 34 0 0 15 May 2025
Prior-free Balanced Replay: Uncertainty-guided Reservoir Sampling for Long-Tailed Continual Learning Lei Liu Li Liu Yawen Cui CLL 27 0 0 27 Aug 2024
Deep progressive reinforcement learning-based flexible resource scheduling framework for IRS and UAV-assisted MEC system Li Dong Luke Robinson Minjie Wang Daniele De Martini Xiaolong Li 39 12 0 02 Aug 2024
Overcoming Domain Drift in Online Continual Learning Fan Lyu Daofeng Liu Linglan Zhao Zhang Zhang Fanhua Shang Fuyuan Hu Wei Feng Liang Wang CLL 26 1 0 15 May 2024
Continual Learning for Smart City: A Survey Li Yang Zhipeng Luo Shi-sheng Zhang Fei Teng Tian-Jie Li HAI 30 8 0 01 Apr 2024
Branch-Tuning: Balancing Stability and Plasticity for Continual Self-Supervised Learning Wenzhuo Liu Fei Zhu Cheng-Lin Liu CLL 40 2 0 27 Mar 2024
Efficient Expansion and Gradient Based Task Inference for Replay Free Incremental Learning Soumya Roy Vinay K. Verma Deepak Gupta CLL 39 2 0 02 Dec 2023
What Can AutoML Do For Continual Learning? Mert Kilickaya Joaquin Vanschoren 30 1 0 20 Nov 2023
Adaptive Reorganization of Neural Pathways for Continual Learning with Spiking Neural Networks Bing Han Feifei Zhao Wenxuan Pan Zhaoya Zhao Xianqi Li Qingqun Kong Yi Zeng CLL 32 3 0 18 Sep 2023
Enhancing Efficient Continual Learning with Dynamic Structure Development of Spiking Neural Networks Bing Han Feifei Zhao Yi Zeng Wenxuan Pan Guobin Shen CLL 42 12 0 09 Aug 2023
Class Incremental Learning with Self-Supervised Pre-Training and Prototype Learning Wenzhuo Liu Xinjian Wu Fei Zhu Mingming Yu Chuan Wang Cheng-Lin Liu SSL CLL 39 11 0 04 Aug 2023
IF2Net: Innately Forgetting-Free Networks for Continual Learning Depeng Li Tianqi Wang Bingrong Xu Kenji Kawaguchi Zhigang Zeng Ponnuthurai Nagaratnam Suganthan CLL 127 2 0 18 Jun 2023
Multi-View Class Incremental Learning Depeng Li Tianqi Wang Junwei Chen Kenji Kawaguchi Cheng Lian Zhigang Zeng CLL 68 9 0 16 Jun 2023
Effects of Architectures on Continual Semantic Segmentation Tobias Kalb Niket Ahuja Jingxing Zhou Jürgen Beyerer CLL 34 3 0 21 Feb 2023
RMM: Reinforced Memory Management for Class-Incremental Learning Yaoyao Liu Bernt Schiele Qianru Sun CLL 21 92 0 14 Jan 2023
Optimizing Connectivity through Network Gradients for Restricted Boltzmann Machines A. C. N. D. Oliveira Daniel R. Figueiredo 22 0 0 14 Sep 2022
Discrete Key-Value Bottleneck Frederik Trauble Anirudh Goyal Nasim Rahaman Michael C. Mozer Kenji Kawaguchi Yoshua Bengio Bernhard Schölkopf CLL 26 22 0 22 Jul 2022
Architecture Matters in Continual Learning Seyed Iman Mirzadeh Arslan Chaudhry Dong Yin Timothy Nguyen Razvan Pascanu Dilan Görür Mehrdad Farajtabar OOD KELM 116 58 0 01 Feb 2022
An Analysis of Super-Net Heuristics in Weight-Sharing NAS Kaicheng Yu René Ranftl Mathieu Salzmann 29 6 0 04 Oct 2021
Prototype-Guided Memory Replay for Continual Learning Stella Ho Ming Liu Lan Du Longxiang Gao Yong Xiang CLL 8 30 0 28 Aug 2021
AdaXpert: Adapting Neural Architecture for Growing Data Shuaicheng Niu Jiaxiang Wu Guanghui Xu Yifan Zhang Yong Guo P. Zhao Peng Wang Mingkui Tan 18 14 0 01 Jul 2021
Tuned Compositional Feature Replays for Efficient Stream Learning Morgan B. Talbot Rushikesh Zawar Rohil Badkundri Mengmi Zhang Gabriel Kreiman CLL 37 2 0 06 Apr 2021
Efficient Feature Transformations for Discriminative and Generative Continual Learning Vinay K. Verma Kevin J Liang Nikhil Mehta Piyush Rai Lawrence Carin CLL 38 76 0 25 Mar 2021
Continual Learning of Generative Models with Limited Data: From Wasserstein-1 Barycenter to Adaptive Coalescence M. Dedeoglu Sen Lin Zhaofeng Zhang Junshan Zhang 14 1 0 22 Jan 2021
Weight-Sharing Neural Architecture Search: A Battle to Shrink the Optimization Gap Lingxi Xie Xin Chen Kaifeng Bi Longhui Wei Yuhui Xu ... Lanfei Wang Anxiang Xiao Jianlong Chang Xiaopeng Zhang Qi Tian ViT 41 108 0 04 Aug 2020
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 271 5,329 0 05 Nov 2016