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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
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Unsupervised Simultaneous Learning for Camera Re-Localization and Depth Estimation from Video S. Taguchi Noriaki Hirose SSL MDE 60 1 0 24 Mar 2022
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Continual Sequence Generation with Adaptive Compositional Modules Yanzhe Zhang Xuezhi Wang Diyi Yang KELM CLL 100 43 0 20 Mar 2022
Incremental Few-Shot Learning via Implanting and Compressing Yiting Li H. Zhu Xijia Feng Zilong Cheng Jun Ma Cheng Xiang P. Vadakkepat T. Lee CLL VLM 94 2 0 19 Mar 2022
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A Continual Learning Framework for Adaptive Defect Classification and Inspection Wenbo Sun Raed Al Kontar Judy Jin Tzyy-Shuh Chang 47 11 0 16 Mar 2022
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Provable and Efficient Continual Representation Learning Yingcong Li Mingchen Li M. Salman Asif Samet Oymak CLL 61 13 0 03 Mar 2022
NeuRecover: Regression-Controlled Repair of Deep Neural Networks with Training History Sho Tokui Susumu Tokumoto Akihito Yoshii Fuyuki Ishikawa Takao Nakagawa Kazuki Munakata Shinji Kikuchi KELM 64 27 0 01 Mar 2022
ASC me to Do Anything: Multi-task Training for Embodied AI Jiasen Lu Jordi Salvador Roozbeh Mottaghi Aniruddha Kembhavi 60 3 0 14 Feb 2022
Incremental Learning of Structured Memory via Closed-Loop Transcription Shengbang Tong Xili Dai Ziyang Wu Mingyang Li Brent Yi Yi-An Ma CLL 88 19 0 11 Feb 2022
Continual Attentive Fusion for Incremental Learning in Semantic Segmentation Guanglei Yang Enrico Fini Dan Xu Paolo Rota Mingli Ding Hao Tang Xavier Alameda-Pineda Elisa Ricci CLL 74 22 0 01 Feb 2022
Architecture Matters in Continual Learning Seyed Iman Mirzadeh Arslan Chaudhry Dong Yin Timothy Nguyen Razvan Pascanu Dilan Görür Mehrdad Farajtabar OOD KELM 170 63 0 01 Feb 2022
Modeling the Background for Incremental and Weakly-Supervised Semantic Segmentation Fabio Cermelli Massimiliano Mancini Samuel Rota Buló Elisa Ricci Barbara Caputo CLL 70 8 0 31 Jan 2022
Continual Learning for CTR Prediction: A Hybrid Approach Ke Hu Yi Qi Jianqiang Huang Jia Cheng Jun Lei 50 6 0 18 Jan 2022
Technical Report for ICCV 2021 Challenge SSLAD-Track3B: Transformers Are Better Continual Learners Duo Li Guimei Cao Yunlu Xu Zhanzhan Cheng Yi Niu CLL 89 21 0 13 Jan 2022
Exemplar-free Class Incremental Learning via Discriminative and Comparable One-class Classifiers Wenju Sun Qingyong Li Jing Zhang Danyu Wang Wen Wang Yangli-ao Geng BDL 85 3 0 05 Jan 2022
Self-directed Machine Learning Wenwu Zhu Xin Eric Wang P. Xie 67 6 0 04 Jan 2022
Class-Incremental Continual Learning into the eXtended DER-verse Matteo Boschini Lorenzo Bonicelli Pietro Buzzega Angelo Porrello Simone Calderara CLL BDL 109 142 0 03 Jan 2022
Relational Experience Replay: Continual Learning by Adaptively Tuning Task-wise Relationship Quanziang Wang Renzhen Wang Yuexiang Li Dong Wei Kai Ma Yefeng Zheng Deyu Meng CLL 102 9 0 31 Dec 2021
Continually Learning Self-Supervised Representations with Projected Functional Regularization Alex Gomez-Villa Bartlomiej Twardowski Lu Yu Andrew D. Bagdanov Joost van de Weijer CLL SSL 102 41 0 30 Dec 2021
FRIDA -- Generative Feature Replay for Incremental Domain Adaptation Sayan Rakshit Anwesh Mohanty Ruchika Chavhan Biplab Banerjee Gemma Roig S. Chaudhuri CLL 45 11 0 28 Dec 2021
Generative Kernel Continual learning Mohammad Mahdi Derakhshani Xiantong Zhen Ling Shao Cees G. M. Snoek BDL VLM 45 0 0 26 Dec 2021
Compact Multi-level Sparse Neural Networks with Input Independent Dynamic Rerouting Minghai Qin Tianyun Zhang Fei Sun Yen-kuang Chen M. Fardad Yanzhi Wang Yuan Xie 98 0 0 21 Dec 2021
Continual Learning with Knowledge Transfer for Sentiment Classification Zixuan Ke Bing-Quan Liu Hao Wang Lei Shu CLL 95 31 0 18 Dec 2021
Continual Learning of a Mixed Sequence of Similar and Dissimilar Tasks Zixuan Ke Bing-Quan Liu Xingchang Huang CLL 71 125 0 18 Dec 2021
An Empirical Investigation of the Role of Pre-training in Lifelong Learning Sanket Vaibhav Mehta Darshan Patil Sarath Chandar Emma Strubell CLL 151 145 0 16 Dec 2021
Learning to Prompt for Continual Learning Zifeng Wang Zizhao Zhang Chen-Yu Lee Han Zhang Ruoxi Sun Xiaoqi Ren Guolong Su Vincent Perot Jennifer Dy Tomas Pfister CLL VPVLM KELM VLM 107 801 0 16 Dec 2021
A Contrastive Distillation Approach for Incremental Semantic Segmentation in Aerial Images Edoardo Arnaudo Fabio Cermelli A. Tavera Claudio Rossi Barbara Caputo CLL 56 9 0 07 Dec 2021
Forward Compatible Training for Large-Scale Embedding Retrieval Systems Vivek Ramanujan Pavan Kumar Anasosalu Vasu Ali Farhadi Oncel Tuzel Hadi Pouransari VLM 75 19 0 06 Dec 2021
Adapting BERT for Continual Learning of a Sequence of Aspect Sentiment Classification Tasks Zixuan Ke Hu Xu Bing-Quan Liu CLL 309 85 0 06 Dec 2021
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Overcome Anterograde Forgetting with Cycled Memory Networks Jian Peng Dingqi. Ye Bo Tang Yinjie Lei Yu Liu Haifeng Li KELM CLL 122 1 0 04 Dec 2021
Non-IID data and Continual Learning processes in Federated Learning: A long road ahead Marcos F. Criado F. Casado R. Iglesias Carlos V. Regueiro S. Barro FedML 80 82 0 26 Nov 2021
Coarse-To-Fine Incremental Few-Shot Learning Xiang Xiang Yuwen Tan Qian Wan Jing Ma CLL 90 12 0 24 Nov 2021