Continual Unsupervised Representation Learning

Neural Information Processing Systems (NeurIPS), 2019

31 October 2019

Dushyant Rao

Papers citing "Continual Unsupervised Representation Learning"

50 / 166 papers shown

Title
Progressive Prompts: Continual Learning for Language ModelsInternational Conference on Learning Representations (ICLR), 2023 Anastasia Razdaibiedina Yuning Mao Rui Hou Madian Khabsa M. Lewis Amjad Almahairi VLM KELM CLL 285 191 0 29 Jan 2023
Learning and Predicting Multimodal Vehicle Action Distributions in a Unified Probabilistic Model Without Labels Charles Richter Patrick R. Barragán S. Karaman SSL 251 1 0 14 Dec 2022
A soft nearest-neighbor framework for continual semi-supervised learningIEEE International Conference on Computer Vision (ICCV), 2022 Zhiqi Kang Enrico Fini Moin Nabi Elisa Ricci Alahari Karteek SSL BDL CLL 293 22 0 09 Dec 2022
Bio-Inspired, Task-Free Continual Learning through Activity RegularizationBiological cybernetics (Biol Cybern), 2022 Francesco Lassig Pau Vilimelis Aceituno M. Sorbaro Benjamin Grewe CLL 152 11 0 08 Dec 2022
Neural Weight Search for Scalable Task Incremental LearningIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Jian Jiang Oya Celiktutan CLL 153 11 0 24 Nov 2022
Hierarchically Structured Task-Agnostic Continual LearningMachine-mediated learning (ML), 2022 Heinke Hihn Daniel A. Braun BDL CLL 161 14 0 14 Nov 2022
Generative Negative Text Replay for Continual Vision-Language PretrainingEuropean Conference on Computer Vision (ECCV), 2022 Shipeng Yan Lanqing Hong Hang Xu Jianhua Han Tinne Tuytelaars Zhenguo Li Xuming He VLM CLL CLIP 163 23 0 31 Oct 2022
Task-Free Continual Learning via Online Discrepancy Distance LearningNeural Information Processing Systems (NeurIPS), 2022 Fei Ye A. Bors CLL 294 32 0 12 Oct 2022
TAME: Task Agnostic Continual Learning using Multiple Experts Haoran Zhu Maryam Majzoubi Arihant Jain A. Choromańska OOD 154 6 0 08 Oct 2022
Distance Based Image Classification: A solution to generative classification's conundrum?International Journal of Computer Vision (IJCV), 2022 Wen-Yan Lin Siying Liu B. Dai Hongdong Li VLM 107 4 0 04 Oct 2022
Beyond Supervised Continual Learning: a Review Benedikt Bagus A. Gepperth Timothée Lesort BDL CLL 231 13 0 30 Aug 2022
Semi-Supervised and Unsupervised Deep Visual Learning: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Yanbei Chen Goran Frehse Xiatian Zhu Zeynep Akata 303 164 0 24 Aug 2022
SCALE: Online Self-Supervised Lifelong Learning without Prior Knowledge Xiaofan Yu Yunhui Guo Sicun Gao Tajana Simunic CLL SSL 357 21 0 24 Aug 2022
Task-agnostic Continual Hippocampus Segmentation for Smooth Population Shifts Camila González Amin Ranem Ahmed Othman Anirban Mukhopadhyay OOD 160 8 0 05 Aug 2022
Balancing Stability and Plasticity through Advanced Null Space in Continual LearningEuropean Conference on Computer Vision (ECCV), 2022 Yajing Kong Liu Liu Zhen Wang Dacheng Tao CLL 146 49 0 25 Jul 2022
Continual Variational Autoencoder Learning via Online Cooperative MemorizationEuropean Conference on Computer Vision (ECCV), 2022 Fei Ye A. Bors CLL 171 21 0 20 Jul 2022
CULT: Continual Unsupervised Learning with Typicality-Based Environment Detection Oliver Daniels-Koch DRL 43 0 0 17 Jul 2022
How to Reuse and Compose Knowledge for a Lifetime of Tasks: A Survey on Continual Learning and Functional Composition Jorge Armando Mendez Mendez Eric Eaton KELM CLL 273 35 0 15 Jul 2022
Contrastive Learning for Online Semi-Supervised General Continual LearningInternational Conference on Information Photonics (ICIP), 2022 Nicolas Michel Romain Negrel Giovanni Chierchia J. Bercher CLL SSL 184 7 0 12 Jul 2022
Learning an evolved mixture model for task-free continual learningInternational Conference on Information Photonics (ICIP), 2022 Fei Ye A. Bors CLL 188 9 0 11 Jul 2022
Memory-free Online Change-point Detection: A Novel Neural Network Approach Zahra Atashgahi Decebal Constantin Mocanu Raymond N. J. Veldhuis Mykola Pechenizkiy AI4TS 183 12 0 08 Jul 2022
Modular Lifelong Reinforcement Learning via Neural CompositionInternational Conference on Learning Representations (ICLR), 2022 Jorge Armando Mendez Mendez H. V. Seijen Eric Eaton OffRL KELM CLL 263 49 0 01 Jul 2022
Hebbian Continual Representation LearningHawaii International Conference on System Sciences (HICSS), 2022 P. Morawiecki Andrii Krutsylo Maciej Wołczyk Marek Śmieja CLL 128 2 0 28 Jun 2022
Transfer Learning via Test-Time Neural Networks AggregationVISIGRAPP (VISIGRAPP), 2022 Bruno Casella Alessio Barbaro Chisari Sebastiano Battiato M. Giuffrida FedML OOD 145 5 0 27 Jun 2022
Beyond Just Vision: A Review on Self-Supervised Representation Learning on Multimodal and Temporal Data Shohreh Deldari Hao Xue Aaqib Saeed Jiayuan He Daniel V. Smith Flora D. Salim AI4TS 215 43 0 06 Jun 2022
Top-down inference in an early visual cortex inspired hierarchical Variational Autoencoder F. Csikor B. Meszéna Bence Szabó Gergő Orbán BDL DRL 220 7 0 01 Jun 2022
Thalamus: a brain-inspired algorithm for biologically-plausible continual learning and disentangled representationsInternational Conference on Learning Representations (ICLR), 2022 Ali Hummos CLL 189 12 0 24 May 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 193 50 0 28 Apr 2022
Out-Of-Distribution Detection In Unsupervised Continual Learning Jiangpeng He Fengqing Zhu OODD 107 14 0 12 Apr 2022
The Challenges of Continuous Self-Supervised LearningEuropean Conference on Computer Vision (ECCV), 2022 Senthil Purushwalkam Pedro Morgado Abhinav Gupta CLL 216 55 0 23 Mar 2022
Lifelong Adaptive Machine Learning for Sensor-based Human Activity Recognition Using Prototypical NetworksItalian National Conference on Sensors (INS), 2022 Rebecca Adaimi Edison Thomaz CLL 140 19 0 11 Mar 2022
Continual Learning with Invertible Generative ModelsNeural Networks (NN), 2022 Jary Pomponi Simone Scardapane A. Uncini BDL 272 5 0 11 Feb 2022
Unsupervised physics-informed disentanglement of multimodal data for high-throughput scientific discovery N. Trask Carianne Martinez Kookjin Lee Brad L. Boyce DRL AI4CE 129 10 0 07 Feb 2022
Logarithmic Continual LearningIEEE Access (IEEE Access), 2022 Wojciech Masarczyk Pawel Wawrzyñski Daniel Marczak Kamil Deja Tomasz Trzciñski 141 4 0 17 Jan 2022
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 231 47 0 30 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 347 1,048 0 16 Dec 2021
Lifelong Generative Modelling Using Dynamic Expansion Graph Model Fei Ye A. Bors CLL 178 13 0 15 Dec 2021
Self-Supervised Models are Continual Learners Enrico Fini Victor G. Turrisi da Costa Xavier Alameda-Pineda Elisa Ricci Alahari Karteek Julien Mairal BDL CLL SSL 279 202 0 08 Dec 2021
Self-Supervised Class Incremental Learning Zixuan Ni Siliang Tang Yueting Zhuang CLL 129 7 0 18 Nov 2021
From Machine Learning to Robotics: Challenges and Opportunities for Embodied Intelligence Nicholas Roy Ingmar Posner Timothy D. Barfoot Philippe Beaudoin Yoshua Bengio ... S. Schaal Gaurav Sukhatme D. Thérien Marc Toussaint M. van de Panne 294 82 0 28 Oct 2021
Mixture-of-Variational-Experts for Continual Learning Y. Yin Yu Wang CLL FedML 290 10 0 25 Oct 2021
Growing Representation Learning Ryan N. King Bobak J. Mortazavi CLL OOD 68 0 0 17 Oct 2021
Representational Continuity for Unsupervised Continual Learning Divyam Madaan Jaehong Yoon Yuanchun Li Yunxin Liu Sung Ju Hwang CLL SSL 333 136 0 13 Oct 2021
Hypernetworks for Continual Semi-Supervised Learning Dhanajit Brahma Vinay Kumar Verma Piyush Rai BDL CLL 145 14 0 05 Oct 2021
DualNet: Continual Learning, Fast and Slow Quang Pham Chenghao Liu Guosheng Lin CLL 275 49 0 01 Oct 2021
Recent Advances of Continual Learning in Computer Vision: An OverviewIET Computer Vision (ICV), 2021 Haoxuan Qu Hossein Rahmani Kepeng Xu Bryan M. Williams Jun Liu VLM CLL 454 98 0 23 Sep 2021
A Conditional Generative Matching Model for Multi-lingual Reply Suggestion Budhaditya Deb Guoqing Zheng Milad Shokouhi Ahmed Hassan Awadallah 128 1 0 15 Sep 2021
Online Unsupervised Learning of Visual Representations and Categories Mengye Ren Tyler R. Scott Michael L. Iuzzolino Michael C. Mozer R. Zemel OCL SSL 324 5 0 13 Sep 2021
Complementary Calibration: Boosting General Continual Learning with Collaborative Distillation and Self-Supervision Zhong Ji Jin Li Qiang Wang Zhongfei Zhang CLL 163 21 0 03 Sep 2021
Catastrophic Interference in Reinforcement Learning: A Solution Based on Context Division and Knowledge DistillationIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021 Tiantian Zhang Xueqian Wang Bin Liang Bo Yuan OffRL 127 20 0 01 Sep 2021