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Continual Learning in Practice

12 March 2019

Papers citing "Continual Learning in Practice"

20 / 20 papers shown

Title
Sequence Transferability and Task Order Selection in Continual Learning T. Nguyen Cuong N. Nguyen Quang Pham B. T. Nguyen Savitha Ramasamy Xiaoli Li Cuong V Nguyen 130 0 0 10 Feb 2025
Towards Stable Machine Learning Model Retraining via Slowly Varying Sequences Dimitris Bertsimas V. Digalakis Yu Ma Phevos Paschalidis 111 0 0 28 Mar 2024
Real-world Machine Learning Systems: A survey from a Data-Oriented Architecture Perspective Christian Cabrera Andrei Paleyes Pierre Thodoroff Neil D. Lawrence AI4TS AI4CE OOD 62 7 0 09 Feb 2023
Hardware-agnostic Computation for Large-scale Knowledge Graph Embeddings Caglar Demir A. N. Ngomo 60 5 0 18 Jul 2022
Continual Learning with Foundation Models: An Empirical Study of Latent Replay O. Ostapenko Timothée Lesort P. Rodríguez Md Rifat Arefin Arthur Douillard Irina Rish Laurent Charlin 100 53 0 30 Apr 2022
Continual Learning with Bayesian Model based on a Fixed Pre-trained Feature Extractor Yang Yang Z. Cui Junjie Xu Changhong Zhong Weishi Zheng Ruixuan Wang MedIm BDL OOD 57 36 0 28 Apr 2022
Introducing explainable supervised machine learning into interactive feedback loops for statistical production system Carlos Mougan G. Kanellos Johannes Micheler Jose Martinez Thomas Gottron 58 1 0 07 Feb 2022
Multiplayer Performative Prediction: Learning in Decision-Dependent Games Adhyyan Narang Evan Faulkner Dmitriy Drusvyatskiy Maryam Fazel Lillian J. Ratliff 76 43 0 10 Jan 2022
On The Reliability Of Machine Learning Applications In Manufacturing Environments Nicolas Jourdan S. Sen E. J. Husom Enrique Garcia-Ceja Tobias Biegel J. Metternich OOD 78 9 0 13 Dec 2021
DualNet: Continual Learning, Fast and Slow Quang Pham Chenghao Liu Guosheng Lin CLL 147 45 0 01 Oct 2021
On the Future of Cloud Engineering David Bermbach A. Chandra C. Krintz A. Gokhale Aleksander Slominski L. Thamsen Everton Cavalcante Tian Guo Ivona Brandić R. Wolski 70 23 0 19 Aug 2021
Towards better data discovery and collection with flow-based programming Andrei Paleyes Christian Cabrera Neil D. Lawrence 79 6 0 09 Aug 2021
Knowledge-Adaptation Priors Mohammad Emtiyaz Khan S. Swaroop BDL VLM ODL 58 27 0 16 Jun 2021
Continual Learning in Deep Networks: an Analysis of the Last Layer Timothée Lesort Thomas George Irina Rish KELM 94 22 0 03 Jun 2021
Online Continual Learning in Image Classification: An Empirical Survey Zheda Mai Ruiwen Li Jihwan Jeong David Quispe Hyunwoo J. Kim Scott Sanner VLM CLL 140 422 0 25 Jan 2021
Challenges in Deploying Machine Learning: a Survey of Case Studies Andrei Paleyes Raoul-Gabriel Urma Neil D. Lawrence 71 409 0 18 Nov 2020
Meta-Consolidation for Continual Learning K. J. Joseph V. Balasubramanian CLL 99 56 0 01 Oct 2020
Monitoring and explainability of models in production Janis Klaise A. V. Looveren Clive Cox G. Vacanti Alexandru Coca 116 49 0 13 Jul 2020
Optimal Continual Learning has Perfect Memory and is NP-hard Jeremias Knoblauch Hisham Husain Tom Diethe CLL 140 105 0 09 Jun 2020
Efficient Architecture Search for Continual Learning Qiang Gao Zhipeng Luo Diego Klabjan CLL 93 49 0 07 Jun 2020