Prototype-Sample Relation Distillation: Towards Replay-Free Continual
Learning

Prototype-Sample Relation Distillation: Towards Replay-Free Continual Learning

26 March 2023

Eugene Belilovsky

Papers citing "Prototype-Sample Relation Distillation: Towards Replay-Free Continual Learning"

19 / 19 papers shown

Title
Componential Prompt-Knowledge Alignment for Domain Incremental Learning Kunlun Xu Xu Zou Gang Hua Jiahuan Zhou CLL 73 0 0 07 May 2025
Prototype-Based Continual Learning with Label-free Replay Buffer and Cluster Preservation Loss Agil Aghasanli Yi Li Plamen Angelov CLL VLM 45 0 0 09 Apr 2025
DiCoTTA: Domain-invariant Learning for Continual Test-time Adaptation Sohyun Lee N. Kim Juwon Kang Seong Joon Oh Suha Kwak 83 0 0 07 Apr 2025
ProtoGuard-guided PROPEL: Class-Aware Prototype Enhancement and Progressive Labeling for Incremental 3D Point Cloud Segmentation H. Li Yuecong Xu Junjie Chen Kemi Ding 3DPC CLL 37 0 0 02 Apr 2025
ProtoDepth: Unsupervised Continual Depth Completion with Prototypes Patrick Rim Hyoungseob Park Suchisrit Gangopadhyay Ziyao Zeng Younjoon Chung Alex Wong CLL MDE 58 1 0 17 Mar 2025
WECAR: An End-Edge Collaborative Inference and Training Framework for WiFi-Based Continuous Human Activity Recognition Rong Li Tao Deng Siwei Feng He Huang Juncheng Jia Di Yuan Keqin Li 46 0 0 09 Mar 2025
ConSense: Continually Sensing Human Activity with WiFi via Growing and Picking Rong Li Tao Deng Siwei Feng Mingjie Sun Juncheng Jia CLL 33 1 0 18 Feb 2025
Towards General Industrial Intelligence: A Survey on IIoT-Enhanced Continual Large Models Jiao Chen Jiayi He Fangfang Chen Zuohong Lv Jianhua Tang Weihua Li Zuozhu Liu Howard H. Yang Guangjie Han AI4CE 34 1 0 02 Sep 2024
Controlling Forgetting with Test-Time Data in Continual Learning Vaibhav Singh Rahaf Aljundi Eugene Belilovsky CLL VLM KELM 19 3 0 19 Jun 2024
SFDDM: Single-fold Distillation for Diffusion models Chi Hong Jiyue Huang Robert Birke Dick H. J. Epema Stefanie Roos Lydia Y. Chen 21 1 0 23 May 2024
Watch Your Step: Optimal Retrieval for Continual Learning at Scale Truman Hickok Dhireesha Kudithipudi 25 0 0 16 Apr 2024
Contrastive Continual Learning with Importance Sampling and Prototype-Instance Relation Distillation Jiyong Li Dilshod Azizov Yang Li Shangsong Liang CLL 24 2 0 07 Mar 2024
Model Breadcrumbs: Scaling Multi-Task Model Merging with Sparse Masks Mohammad-Javad Davari Eugene Belilovsky MoMe 19 54 0 11 Dec 2023
Hessian Aware Low-Rank Perturbation for Order-Robust Continual Learning Jiaqi Li Yuanhao Lai Rui Wang Changjian Shui Sabyasachi Sahoo Charles X. Ling Shichun Yang Boyu Wang Christian Gagné Fan Zhou CLL 20 1 0 26 Nov 2023
FeCAM: Exploiting the Heterogeneity of Class Distributions in Exemplar-Free Continual Learning Dipam Goswami Yuyang Liu Bartlomiej Twardowski Joost van de Weijer CLL 8 52 0 25 Sep 2023
Overcoming Generic Knowledge Loss with Selective Parameter Update Wenxuan Zhang Paul Janson Rahaf Aljundi Mohamed Elhoseiny KELM CLL 11 10 0 23 Aug 2023
Latent Spectral Regularization for Continual Learning Emanuele Frascaroli Riccardo Benaglia Matteo Boschini Luca Moschella Cosimo Fiorini Emanuele Rodolà Simone Calderara BDL CLL 8 3 0 09 Jan 2023
CLAD: A realistic Continual Learning benchmark for Autonomous Driving Eli Verwimp Kuo Yang Sarah Parisot Hong Lanqing Steven G. McDonagh Eduardo Pérez-Pellitero Matthias De Lange Tinne Tuytelaars 30 46 0 07 Oct 2022
Towards Diverse Evaluation of Class Incremental Learning: A Representation Learning Perspective Sungmin Cha Jihwan Kwak Dongsub Shim Hyunwoo J. Kim Moontae Lee Honglak Lee Taesup Moon CLL 15 1 0 16 Jun 2022