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

15 November 2017

Arun Mallya

Svetlana Lazebnik

CLL

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

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Title
Continual Named Entity Recognition without Catastrophic Forgetting Duzhen Zhang Wei Cong Jiahua Dong Yahan Yu Xiuyi Chen Yonggang Zhang Zhen Fang 66 12 0 23 Oct 2023
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TriRE: A Multi-Mechanism Learning Paradigm for Continual Knowledge Retention and Promotion Preetha Vijayan Prashant Shivaram Bhat Elahe Arani Bahram Zonooz CLL 67 6 0 12 Oct 2023
Continual Learning via Manifold Expansion Replay Zihao Xu Xuan Tang Yufei Shi Jianfeng Zhang Jian Yang Mingsong Chen Xian Wei KELM CLL 33 4 0 12 Oct 2023
CoinSeg: Contrast Inter- and Intra- Class Representations for Incremental Segmentation Zekang Zhang Guangyu Gao Jianbo Jiao C. Liu Yunchao Wei 76 22 0 10 Oct 2023
InfoCL: Alleviating Catastrophic Forgetting in Continual Text Classification from An Information Theoretic Perspective Yifan Song Peiyi Wang Weimin Xiong Dawei Zhu Tianyu Liu Zhifang Sui Sujian Li CLL 71 7 0 10 Oct 2023
Factorized Tensor Networks for Multi-Task and Multi-Domain Learning Yash Garg Nebiyou Yismaw Rakib Hyder Ashley Prater-Bennette M. Salman Asif 58 2 0 09 Oct 2023
TAIL: Task-specific Adapters for Imitation Learning with Large Pretrained Models Zuxin Liu Jesse Zhang Kavosh Asadi Yao Liu Ding Zhao Shoham Sabach Rasool Fakoor ALM AI4CE 111 30 0 09 Oct 2023
Prompt-augmented Temporal Point Process for Streaming Event Sequence Siqiao Xue Yan Wang Zhixuan Chu Xiaoming Shi Caigao Jiang Hongyan Hao Gangwei Jiang Xiaoyun Feng James Y. Zhang Junqing Zhou AI4TS 67 25 0 08 Oct 2023
Hadamard Domain Training with Integers for Class Incremental Quantized Learning Martin Schiemer Clemens J. S. Schaefer Jayden Parker Vap Mark Horeni Yu Emma Wang Juan Ye Siddharth Joshi 75 2 0 05 Oct 2023
Ammonia-Net: A Multi-task Joint Learning Model for Multi-class Segmentation and Classification in Tooth-marked Tongue Diagnosis Shunkai Shi Yuqi Wang Qihui Ye Yanran Wang Yiming Zhu Muhammad Hassan Melliou Aikaterini Dongmei Yu 59 3 0 05 Oct 2023
COOLer: Class-Incremental Learning for Appearance-Based Multiple Object Tracking Zhizheng Liu Mattia Segu Fisher Yu 72 4 0 04 Oct 2023
ECoFLaP: Efficient Coarse-to-Fine Layer-Wise Pruning for Vision-Language Models Yi-Lin Sung Jaehong Yoon Mohit Bansal VLM 92 14 0 04 Oct 2023
Adaptive Visual Scene Understanding: Incremental Scene Graph Generation Naitik Khandelwal Xiao Liu Mengmi Zhang CLL 88 0 0 02 Oct 2023
Elephant Neural Networks: Born to Be a Continual Learner Qingfeng Lan A. Rupam Mahmood CLL 104 9 0 02 Oct 2023
Towards guarantees for parameter isolation in continual learning Giulia Lanzillotta Sidak Pal Singh Benjamin Grewe Thomas Hofmann 65 0 0 02 Oct 2023
Primal Dual Continual Learning: Balancing Stability and Plasticity through Adaptive Memory Allocation Juan Elenter Navid Naderializadeh Tara Javidi Alejandro Ribeiro CLL 123 3 0 29 Sep 2023
HyperMask: Adaptive Hypernetwork-based Masks for Continual Learning Kamil Ksiazek Przemysław Spurek CLL 106 6 0 29 Sep 2023
A Survey of Incremental Transfer Learning: Combining Peer-to-Peer Federated Learning and Domain Incremental Learning for Multicenter Collaboration Yixing Huang Christoph Bert Rostislav Makarov Alexander Alenin Andreas Maier F. Putz FedML CLL 61 1 0 29 Sep 2023
E2Net: Resource-Efficient Continual Learning with Elastic Expansion Network Ruiqi Liu Boyu Diao Libo Huang Zhulin An Yongjun Xu CLL 109 0 0 28 Sep 2023
Class Incremental Learning via Likelihood Ratio Based Task Prediction Haowei Lin Yijia Shao W. Qian Ningxin Pan Yiduo Guo Bing-Quan Liu CLL 111 14 0 26 Sep 2023
Person Re-Identification for Robot Person Following with Online Continual Learning Hanjing Ye Jieting Zhao Yu Zhan Weinan Chen Li He Kuanqi Cai 73 9 0 21 Sep 2023
Create and Find Flatness: Building Flat Training Spaces in Advance for Continual Learning Wenhang Shi Yiren Chen Zhe Zhao Wei Lu Kimmo Yan Xiaoyong Du CLL 81 5 0 20 Sep 2023
Looking through the past: better knowledge retention for generative replay in continual learning Valeriya Khan Sebastian Cygert Kamil Deja Tomasz Trzciñski Bartlomiej Twardowski 75 8 0 18 Sep 2023
DFIL: Deepfake Incremental Learning by Exploiting Domain-invariant Forgery Clues Kun Pan Yifang Yin Yao Wei Feng Lin Zhongjie Ba Zhenguang Liu Peng Kuang Lorenzo Cavallaro Kui Ren CLL 109 17 0 18 Sep 2023
Continual Learning with Deep Streaming Regularized Discriminant Analysis Joe Khawand P. Hanappe David Colliaux CLL 36 1 0 15 Sep 2023
Plasticity-Optimized Complementary Networks for Unsupervised Continual Learning Alex Gomez-Villa Bartlomiej Twardowski Kai Wang Joost van de Weijer SSL CLL 74 9 0 12 Sep 2023
Towards Fully Decoupled End-to-End Person Search Pengcheng Zhang Xiao Bai Jingyi Zheng Xin Ning 72 3 0 10 Sep 2023
Instant Continual Learning of Neural Radiance Fields Ryan Po Zhengyang Dong Alexander W. Bergman Gordon Wetzstein CLL 86 10 0 04 Sep 2023
Federated Orthogonal Training: Mitigating Global Catastrophic Forgetting in Continual Federated Learning Yavuz Faruk Bakman D. Yaldiz Yahya H. Ezzeldin A. Avestimehr CLL FedML 168 18 0 03 Sep 2023
Continual Learning From a Stream of APIs Enneng Yang Zhenyi Wang Li Shen Nan Yin Tongliang Liu Guibing Guo Xingwei Wang Dacheng Tao CLL 91 3 0 31 Aug 2023
ScrollNet: Dynamic Weight Importance for Continual Learning Fei Yang Kai Wang Joost van de Weijer 64 5 0 31 Aug 2023
Introducing Language Guidance in Prompt-based Continual Learning Muhammad Gul Zain Ali Khan Muhammad Ferjad Naeem Luc Van Gool D. Stricker F. Tombari Muhammad Zeshan Afzal VLM CLL 105 51 0 30 Aug 2023
OEBench: Investigating Open Environment Challenges in Real-World Relational Data Streams Yiqun Diao Yutong Yang Yue Liu Bin He Mian Lu 85 3 0 29 Aug 2023
Continual Learning with Dynamic Sparse Training: Exploring Algorithms for Effective Model Updates Murat Onur Yildirim Elif Ceren Gok Yildirim Ghada Sokar Decebal Constantin Mocanu Joaquin Vanschoren CLL 58 9 0 28 Aug 2023
CLNeRF: Continual Learning Meets NeRF Zhipeng Cai Matthias Mueller CLL 91 16 0 28 Aug 2023
Universal Graph Continual Learning Thanh Duc Hoang Do Viet Tung Duy-Hung Nguyen Bao-Sinh Nguyen Huy Hoang Nguyen Hung Le CLL 80 4 0 27 Aug 2023
I3DOD: Towards Incremental 3D Object Detection via Prompting Wenqi Liang Gan Sun Chenxi Liu Jiahua Dong Kangru Wang CLL 59 2 0 24 Aug 2023
Masked Autoencoders are Efficient Class Incremental Learners Jiang-Tian Zhai Xialei Liu Andrew D. Bagdanov Ke Li Mingg-Ming Cheng CLL 68 15 0 24 Aug 2023
RemovalNet: DNN Fingerprint Removal Attacks Hongwei Yao Zhengguang Li Kunzhe Huang Jian Lou Zhan Qin Kui Ren MLAU AAML 76 3 0 23 Aug 2023
When Prompt-based Incremental Learning Does Not Meet Strong Pretraining Yuyao Tang Yifan Peng Weiwen Zheng CLL VLM 103 34 0 21 Aug 2023
NAPA-VQ: Neighborhood Aware Prototype Augmentation with Vector Quantization for Continual Learning T. Malepathirana Damith A. Senanayake Saman K. Halgamuge CLL 76 13 0 18 Aug 2023
Task Relation Distillation and Prototypical Pseudo Label for Incremental Named Entity Recognition Duzhen Zhang Hongliu Li Wei Cong Rongtao Xu Jiahua Dong Xiuyi Chen CLL 55 11 0 17 Aug 2023
CTP: Towards Vision-Language Continual Pretraining via Compatible Momentum Contrast and Topology Preservation Hongguang Zhu Yunchao Wei Xiaodan Liang Chunjie Zhang Yao-Min Zhao VLM 72 30 0 14 Aug 2023
Ada-QPacknet -- adaptive pruning with bit width reduction as an efficient continual learning method without forgetting Marcin Pietroñ Dominik Zurek Kamil Faber Roberto Corizzo CLL 73 2 0 14 Aug 2023
IOB: Integrating Optimization Transfer and Behavior Transfer for Multi-Policy Reuse Siyuan Li Haoyang Li Jin Zhang Zhen Wang Peng Liu Chongjie Zhang OffRL 81 1 0 14 Aug 2023
OpenGCD: Assisting Open World Recognition with Generalized Category Discovery Fulin Gao Weimin Zhong Zhixing Cao Xin Peng Zhi Li 79 1 0 14 Aug 2023
Do You Remember? Overcoming Catastrophic Forgetting for Fake Audio Detection Xiaohui Zhang Jiangyan Yi J. Tao Chenglong Wang Chuyuan Zhang CLL 93 24 0 07 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 112 13 0 04 Aug 2023