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
A Unified and General Framework for Continual Learning Zhenyi Wang Yan Li Li Shen Heng-Chiao Huang CLL 32 18 0 20 Mar 2024
Unveiling the Anomalies in an Ever-Changing World: A Benchmark for Pixel-Level Anomaly Detection in Continual Learning Nikola Bugarin Jovana Bugaric Manuel Barusco Davide Dalle Pezze Gian Antonio Susto 49 4 0 19 Mar 2024
Boosting Continual Learning of Vision-Language Models via Mixture-of-Experts Adapters Jiazuo Yu Yunzhi Zhuge Lu Zhang Ping Hu Dong Wang Huchuan Lu You He VLM KELM CLL OODD 119 70 0 18 Mar 2024
Semantic Prompting with Image-Token for Continual Learning Jisu Han Jaemin Na Wonjun Hwang CLL VLM 48 1 0 18 Mar 2024
Continual Forgetting for Pre-trained Vision Models Hongbo Zhao Bolin Ni Haochen Wang Junsong Fan Fei Zhu Yuxi Wang Yuntao Chen Gaofeng Meng Zhaoxiang Zhang MU VLM 73 11 0 18 Mar 2024
Learning to better see the unseen: Broad-Deep Mixed Anti-Forgetting Framework for Incremental Zero-Shot Fault Diagnosis Jiancheng Zhao Jiaqi Yue Chunhui Zhao AI4CE 20 1 0 18 Mar 2024
PARMESAN: Parameter-Free Memory Search and Transduction for Dense Prediction Tasks Philip Matthias Winter M. Wimmer David Major Dimitrios Lenis Astrid Berg Theresa Neubauer Gaia Romana De Paolis Johannes Novotny Sophia Ulonska Katja Bühler 39 0 0 18 Mar 2024
Reconstruct before Query: Continual Missing Modality Learning with Decomposed Prompt Collaboration Shu Zhao Xiaohan Zou Tan Yu Huijuan Xu 37 1 0 17 Mar 2024
Towards Robustness and Diversity: Continual Learning in Dialog Generation with Text-Mixup and Batch Nuclear-Norm Maximization Zihan Wang Jiayu Xiao Mengxian Li Zhongjiang He Yongxiang Li Chao Wang Shuangyong Song 21 0 0 16 Mar 2024
FOCIL: Finetune-and-Freeze for Online Class Incremental Learning by Training Randomly Pruned Sparse Experts Murat Onur Yildirim Elif Ceren Gok Yildirim Decebal Constantin Mocanu Joaquin Vanschoren CLL 44 0 0 13 Mar 2024
CoIN: A Benchmark of Continual Instruction tuNing for Multimodel Large Language Model Cheng Chen Junchen Zhu Xu Luo Hengtao Shen Lianli Gao Jingkuan Song CLL 42 13 0 13 Mar 2024
Training Self-localization Models for Unseen Unfamiliar Places via Teacher-to-Student Data-Free Knowledge Transfer Kenta Tsukahara Kanji Tanaka Daiki Iwata 32 2 0 13 Mar 2024
PAGE: Domain-Incremental Adaptation with Past-Agnostic Generative Replay for Smart Healthcare Chia-Hao Li N. Jha MedIm 43 0 0 13 Mar 2024
Semantic Residual Prompts for Continual Learning Martin Menabue Emanuele Frascaroli Matteo Boschini E. Sangineto Lorenzo Bonicelli Angelo Porrello Simone Calderara CLL VLM 43 9 0 11 Mar 2024
CEAT: Continual Expansion and Absorption Transformer for Non-Exemplar Class-Incremental Learning Xinyuan Gao Songlin Dong Yuhang He Xing Wei Yihong Gong CLL 34 4 0 11 Mar 2024
Reset & Distill: A Recipe for Overcoming Negative Transfer in Continual Reinforcement Learning Hongjoon Ahn Jinu Hyeon Youngmin Oh Bosun Hwang Taesup Moon CLL OnRL 37 2 0 08 Mar 2024
GUIDE: Guidance-based Incremental Learning with Diffusion Models Bartosz Cywiñski Kamil Deja Tomasz Trzciñski Bartlomiej Twardowski Lukasz Kuciñski DiffM 45 3 0 06 Mar 2024
Recall-Oriented Continual Learning with Generative Adversarial Meta-Model Haneol Kang Dong-Wan Choi CLL BDL 33 1 0 05 Mar 2024
DP-CRE: Continual Relation Extraction via Decoupled Contrastive Learning and Memory Structure Preservation Mengyi Huang Meng Xiao Ludi Wang Yi Du 44 2 0 05 Mar 2024
Interactive Continual Learning: Fast and Slow Thinking Biqing Qi Xingquan Chen Junqi Gao Dong Li Jianxing Liu Ligang Wu Bowen Zhou CLL 31 18 0 05 Mar 2024
Gradient Correlation Subspace Learning against Catastrophic Forgetting Tammuz Dubnov Vishal G. Thengane CLL 19 0 0 04 Mar 2024
HOP to the Next Tasks and Domains for Continual Learning in NLP Umberto Michieli Mete Ozay VLM 39 2 0 28 Feb 2024
SparseLLM: Towards Global Pruning for Pre-trained Language Models Guangji Bai Yijiang Li Chen Ling Kibaek Kim Liang Zhao 33 6 0 28 Feb 2024
MCF-VC: Mitigate Catastrophic Forgetting in Class-Incremental Learning for Multimodal Video Captioning Huiyu Xiong Lanxiao Wang Heqian Qiu Taijin Zhao Benliu Qiu Hongliang Li CLL 46 1 0 27 Feb 2024
Robustness-Congruent Adversarial Training for Secure Machine Learning Model Updates Daniele Angioni Luca Demetrio Maura Pintor Luca Oneto Davide Anguita Battista Biggio Fabio Roli AAML 38 2 0 27 Feb 2024
ACTrack: Adding Spatio-Temporal Condition for Visual Object Tracking Yushan Han Kaer Huang 32 0 0 27 Feb 2024
CorpusBrain++: A Continual Generative Pre-Training Framework for Knowledge-Intensive Language Tasks Jiafeng Guo Changjiang Zhou Ruqing Zhang Jiangui Chen Maarten de Rijke Yixing Fan Xueqi Cheng CLL 26 7 0 26 Feb 2024
Fixed Random Classifier Rearrangement for Continual Learning Shengyang Huang Jianwen Mo 58 0 0 23 Feb 2024
DSLR: Diversity Enhancement and Structure Learning for Rehearsal-based Graph Continual Learning Seungyoon Choi Wonjoong Kim Sungwon Kim Yeonjun In Sein Kim Chanyoung Park CLL 30 5 0 21 Feb 2024
Self-Distillation Bridges Distribution Gap in Language Model Fine-Tuning Zhaorui Yang Tianyu Pang H. Feng Han Wang Wei Chen Minfeng Zhu Qian Liu ALM 40 37 0 21 Feb 2024
Efficient Parameter Mining and Freezing for Continual Object Detection Angelo G. Menezes Augusto J. Peterlevitz Mateus A. Chinelatto André C. P. L. F. de Carvalho 40 0 0 20 Feb 2024
Class-incremental Learning for Time Series: Benchmark and Evaluation Zhongzheng Qiao Quang-Cuong Pham Zhen Cao Hoang H Le Ponnuthurai Nagaratnam Suganthan Xudong Jiang Savitha Ramasamy 45 10 0 19 Feb 2024
Hebbian Learning based Orthogonal Projection for Continual Learning of Spiking Neural Networks Mingqing Xiao Qingyan Meng Zongpeng Zhang D.K. He Zhouchen Lin CLL 31 5 0 19 Feb 2024
Continual Learning on Graphs: A Survey Zonggui Tian Duanhao Zhang Hong-Ning Dai 47 5 0 09 Feb 2024
Fine-tuning Reinforcement Learning Models is Secretly a Forgetting Mitigation Problem Maciej Wolczyk Bartłomiej Cupiał M. Ostaszewski Michal Bortkiewicz Michal Zajkac Razvan Pascanu Lukasz Kuciñski Piotr Milo's CLL 48 13 0 05 Feb 2024
Class incremental learning with probability dampening and cascaded gated classifier Jary Pomponi Alessio Devoto Simone Scardapane CLL 18 0 0 02 Feb 2024
Hierarchical Continual Reinforcement Learning via Large Language Model Chaofan Pan Xin Yang Hao Wang Wei Wei Tianrui Li 25 2 0 25 Jan 2024
Hierarchical Prompts for Rehearsal-free Continual Learning Yukun Zuo Hantao Yao Lu Yu Liansheng Zhuang Changsheng Xu CLL VLM 30 1 0 21 Jan 2024
Towards Open-World Gesture Recognition Junxiao Shen Matthias De Lange X. Xu Enmin Zhou Ran Tan Naveen Suda Maciej Lazarewicz Per Ola Kristensson Amy Karlson Evan Strasnick 20 3 0 20 Jan 2024
CEL: A Continual Learning Model for Disease Outbreak Prediction by Leveraging Domain Adaptation via Elastic Weight Consolidation Saba Aslam Abdur Rasool Hongyan Wu Xiaoli Li 22 5 0 17 Jan 2024
Solving Continual Offline Reinforcement Learning with Decision Transformer Kaixin Huang Li Shen Chen Zhao Chun Yuan Dacheng Tao CLL OffRL 30 5 0 16 Jan 2024
Hierarchical Augmentation and Distillation for Class Incremental Audio-Visual Video Recognition Yukun Zuo Hantao Yao Liansheng Zhuang Changsheng Xu 15 2 0 11 Jan 2024
t-DGR: A Trajectory-Based Deep Generative Replay Method for Continual Learning in Decision Making William Yue Bo Liu Peter Stone 32 4 0 04 Jan 2024
A Comprehensive Study of Knowledge Editing for Large Language Models Ningyu Zhang Yunzhi Yao Bo Tian Peng Wang Shumin Deng ... Lei Liang Qing Cui Xiao-Jun Zhu Jun Zhou Huajun Chen KELM 47 77 0 02 Jan 2024
Continual Learning in Medical Image Analysis: A Comprehensive Review of Recent Advancements and Future Prospects Pratibha Kumari Joohi Chauhan Afshin Bozorgpour Boqiang Huang Reza Azad Dorit Merhof 55 11 0 28 Dec 2023
Federated Continual Learning via Knowledge Fusion: A Survey Xin Yang Hao Yu Xin Gao Hao Wang Junbo Zhang Tianrui Li FedML 36 31 0 27 Dec 2023
Recursive Distillation for Open-Set Distributed Robot Localization Kenta Tsukahara Kanji Tanaka 19 0 0 26 Dec 2023
Doubly Perturbed Task Free Continual Learning Byung Hyun Lee Min-hwan Oh Se Young Chun 27 3 0 20 Dec 2023
Continual Learning: Forget-free Winning Subnetworks for Video Representations Haeyong Kang Jaehong Yoon Sung Ju Hwang Chang D. Yoo CLL 39 2 0 19 Dec 2023
Catastrophic Forgetting in Deep Learning: A Comprehensive Taxonomy Everton L. Aleixo J. Colonna Marco Cristo Everlandio Fernandes CLL 55 22 0 16 Dec 2023