PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning

15 November 2017

Papers citing "PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning"

50 / 734 papers shown

Title
Mitigating Background Shift in Class-Incremental Semantic Segmentation Gilhan Park WonJun Moon Subeen Lee Tae-Young Kim Jae-Pil Heo CLL VLM 34 0 0 16 Jul 2024
Bridge Past and Future: Overcoming Information Asymmetry in Incremental Object Detection Qijie Mo Yipeng Gao Shenghao Fu Junkai Yan Ancong Wu Wei-Shi Zheng CLL 31 6 0 16 Jul 2024
Overcoming Catastrophic Forgetting in Federated Class-Incremental Learning via Federated Global Twin Generator Thinh Nguyen Khoa D. Doan Binh T. Nguyen Danh Le-Phuoc Kok-Seng Wong FedML 43 0 0 13 Jul 2024
Cs2K: Class-specific and Class-shared Knowledge Guidance for Incremental Semantic Segmentation Wei Cong Yang Cong Yuyang Liu Gan Sun VLM CLL 39 2 0 12 Jul 2024
BiasPruner: Debiased Continual Learning for Medical Image Classification Nourhan Bayasi Jamil Fayyad Alceu Bissoto Ghassan Hamarneh Rafeef Garbi CLL 40 3 0 11 Jul 2024
Exemplar-free Continual Representation Learning via Learnable Drift Compensation Alex Gomez-Villa Dipam Goswami Kai Wang Andrew D. Bagdanov Bartlomiej Twardowski Joost van de Weijer CLL SSL 36 9 0 11 Jul 2024
CLEO: Continual Learning of Evolving Ontologies Shishir Muralidhara Saqib Bukhari Georg Schneider Didier Stricker René Schuster CLL 35 0 0 11 Jul 2024
How to Leverage Predictive Uncertainty Estimates for Reducing Catastrophic Forgetting in Online Continual Learning Giuseppe Serra Ben Werner Florian Buettner 45 2 0 10 Jul 2024
CrowdTransfer: Enabling Crowd Knowledge Transfer in AIoT Community Yan Liu Bin Guo Nuo Li Yasan Ding Zhouyangzi Zhang Zhiwen Yu 50 1 0 09 Jul 2024
Mind the Interference: Retaining Pre-trained Knowledge in Parameter Efficient Continual Learning of Vision-Language Models Longxiang Tang Zhuotao Tian Kai Li Chunming He Hantao Zhou Hengshuang Zhao Xiu Li Jiaya Jia CLL VLM 42 21 0 07 Jul 2024
PECTP: Parameter-Efficient Cross-Task Prompts for Incremental Vision Transformer Qian Feng Hanbin Zhao Chao Zhang Jiahua Dong Henghui Ding Yu-Gang Jiang Hui Qian VLM 39 3 0 04 Jul 2024
TEAL: New Selection Strategy for Small Buffers in Experience Replay Class Incremental Learning Shahar Shaul-Ariel D. Weinshall VLM 37 0 0 30 Jun 2024
MoE-CT: A Novel Approach For Large Language Models Training With Resistance To Catastrophic Forgetting Tianhao Li Shangjie Li Binbin Xie Deyi Xiong Baosong Yang CLL 50 3 0 25 Jun 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 53 0 0 25 Jun 2024
Continual Learning with Diffusion-based Generative Replay for Industrial Streaming Data Jiayi He Jiao Chen Qianmiao Liu Suyan Dai Jianhua Tang Dongpo Liu DiffM AI4CE 45 4 0 22 Jun 2024
Finding Task-specific Subnetworks in Multi-task Spoken Language Understanding Model Hayato Futami Siddhant Arora Yosuke Kashiwagi E. Tsunoo Shinji Watanabe 42 0 0 18 Jun 2024
Reflecting on the State of Rehearsal-free Continual Learning with Pretrained Models Lukas Thede Karsten Roth Olivier J. Hénaff Matthias Bethge Zeynep Akata CLL 47 5 0 13 Jun 2024
Step Out and Seek Around: On Warm-Start Training with Incremental Data Maying Shen Hongxu Yin Pavlo Molchanov Lei Mao Jose M. Alvarez CLL 58 1 0 06 Jun 2024
Choice of PEFT Technique in Continual Learning: Prompt Tuning is Not All You Need Martin Wistuba Prabhu Teja Sivaprasad Lukas Balles Giovanni Zappella 40 0 0 05 Jun 2024
Continual Traffic Forecasting via Mixture of Experts Sanghyun Lee Chanyoung Park CLL 49 3 0 05 Jun 2024
Parameterizing Federated Continual Learning for Reproducible Research Bart Cox Jeroen Galjaard Aditya Shankar Jérémie Decouchant Lydia Y. Chen FedML 56 0 0 04 Jun 2024
Distribution Aligned Semantics Adaption for Lifelong Person Re-Identification Qizao Wang Xuelin Qian Bin Li Xiangyang Xue 26 1 0 30 May 2024
Lifelong Learning Using a Dynamically Growing Tree of Sub-networks for Domain Generalization in Video Object Segmentation Islam I. Osman Mohamed S. Shehata 35 0 0 29 May 2024
Federated Continual Learning Goes Online: Leveraging Uncertainty for Modality-Agnostic Class-Incremental Learning Giuseppe Serra Florian Buettner CLL FedML 54 0 0 29 May 2024
MLAE: Masked LoRA Experts for Parameter-Efficient Fine-Tuning Junjie Wang Guangjing Yang Wentao Chen Huahui Yi Xiaohu Wu Qicheng Lao MoE ALM 44 0 0 29 May 2024
Improving Data-aware and Parameter-aware Robustness for Continual Learning Hanxi Xiao Fan Lyu CLL 35 0 0 27 May 2024
MonoDETRNext: Next-generation Accurate and Efficient Monocular 3D Object Detection Method Pan Liao Feng Yang Di Wu Liu Bo 34 0 0 24 May 2024
U-TELL: Unsupervised Task Expert Lifelong Learning Indu Solomon Aye Phyu Phyu Aung Uttam Kumar Senthilnath Jayavelu CLL 34 1 0 23 May 2024
Mitigating Interference in the Knowledge Continuum through Attention-Guided Incremental Learning Prashant Shivaram Bhat Bharath Renjith Elahe Arani Bahram Zonooz CLL 46 0 0 22 May 2024
Task agnostic continual learning with Pairwise layer architecture Santtu Keskinen CLL 40 1 0 22 May 2024
A Methodology-Oriented Study of Catastrophic Forgetting in Incremental Deep Neural Networks Ashutosh Kumar Sonali Agarwal D. J. Hemanth 43 0 0 11 May 2024
Non-stationary Domain Generalization: Theory and Algorithm Thai-Hoang Pham Xueru Zhang Ping Zhang OOD 51 1 0 10 May 2024
Continual Learning in the Presence of Repetition Hamed Hemati Lorenzo Pellegrini Xiaotian Duan Zixuan Zhao Fangfang Xia ... Shiji Zhao Shao-Yuan Li Sheng-Jun Huang Vincenzo Lomonaco Gido M. van de Ven CLL 36 2 0 07 May 2024
Prompt Customization for Continual Learning Yong Dai Xiaopeng Hong Yabin Wang Zhiheng Ma D. Jiang Yaowei Wang 48 0 0 28 Apr 2024
MuseumMaker: Continual Style Customization without Catastrophic Forgetting Chenxi Liu Gan Sun Wenqi Liang Jiahua Dong Can Qin Yang Cong DiffM 50 3 0 25 Apr 2024
Brain-Inspired Continual Learning-Robust Feature Distillation and Re-Consolidation for Class Incremental Learning Hikmat Khan N. Bouaynaya Ghulam Rasool CLL 38 1 0 22 Apr 2024
I2CANSAY:Inter-Class Analogical Augmentation and Intra-Class Significance Analysis for Non-Exemplar Online Task-Free Continual Learning Songlin Dong Yingjie Chen Yuhang He Yuhan Jin Alex C. Kot Yihong Gong CLL 26 0 0 21 Apr 2024
FedPFT: Federated Proxy Fine-Tuning of Foundation Models Zhaopeng Peng Xiaoliang Fan Yufan Chen Zheng Wang Shirui Pan Chenglu Wen Ruisheng Zhang Cheng-i Wang 72 8 0 17 Apr 2024
Continual Offline Reinforcement Learning via Diffusion-based Dual Generative Replay Jinmei Liu Wenbin Li Xiangyu Yue Shilin Zhang Chunlin Chen Zhi Wang OffRL DiffM 36 5 0 16 Apr 2024
Scalable Language Model with Generalized Continual Learning Bohao Peng Zhuotao Tian Shu Liu Mingchang Yang Jiaya Jia ALM CLL KELM 35 13 0 11 Apr 2024
Fairness Evolution in Continual Learning for Medical Imaging Marina Ceccon Davide Dalle Pezze Alessandro Fabris Gian Antonio Susto OOD 49 1 0 10 Apr 2024
Multi-Label Continual Learning for the Medical Domain: A Novel Benchmark Marina Ceccon Davide Dalle Pezze Alessandro Fabris Gian Antonio Susto CLL 42 2 0 10 Apr 2024
Continual Learning for Autonomous Robots: A Prototype-based Approach Elvin Hajizada Balachandran Swaminathan Yulia Sandamirskaya CLL 31 1 0 30 Mar 2024
Reusable Architecture Growth for Continual Stereo Matching Chenghao Zhang Gaofeng Meng Bin Fan Kun Tian Zhaoxiang Zhang Shiming Xiang Chunhong Pan 3DV 34 4 0 30 Mar 2024
Selective Attention-based Modulation for Continual Learning Giovanni Bellitto Federica Proietto Salanitri M. Pennisi Matteo Boschini Angelo Porrello Simone Calderara S. Palazzo C. Spampinato CLL 47 1 0 29 Mar 2024
Branch-Tuning: Balancing Stability and Plasticity for Continual Self-Supervised Learning Wenzhuo Liu Fei Zhu Cheng-Lin Liu CLL 43 2 0 27 Mar 2024
Recommendation of data-free class-incremental learning algorithms by simulating future data Eva Feillet Adrian Daniel Popescu C´eline Hudelot 49 0 0 26 Mar 2024
Enhancing Visual Continual Learning with Language-Guided Supervision Bolin Ni Hongbo Zhao Chenghao Zhang Ke Hu Gaofeng Meng Zhaoxiang Zhang Shiming Xiang CLL VLM 51 3 0 24 Mar 2024
Preventing Catastrophic Forgetting through Memory Networks in Continuous Detection Gaurav Bhatt James Ross Leonid Sigal CLL VLM 29 2 0 21 Mar 2024
Text-Enhanced Data-free Approach for Federated Class-Incremental Learning Minh-Tuan Tran Trung Le Xuan-May Le Mehrtash Harandi Dinh Q. Phung CLL 40 6 0 21 Mar 2024