Summary of Delta: a Cloud-assisted Data Enrichment Framework For On-device Continual Learning, by Chen Gong et al.
Delta: A Cloud-assisted Data Enrichment Framework for On-Device Continual Learningby Chen Gong, Zhenzhe Zheng, Fan…
Summary of Uncle: Unsupervised Continual Learning Of Depth Completion, by Suchisrit Gangopadhyay et al.
UnCLe: Unsupervised Continual Learning of Depth Completionby Suchisrit Gangopadhyay, Xien Chen, Michael Chu, Patrick Rim,…
Summary of Continual Learning on a Data Diet, by Elif Ceren Gok Yildirim et al.
Continual Learning on a Data Dietby Elif Ceren Gok Yildirim, Murat Onur Yildirim, Joaquin VanschorenFirst…
Summary of Unsupervised Replay Strategies For Continual Learning with Limited Data, by Anthony Bazhenov et al.
Unsupervised Replay Strategies for Continual Learning with Limited Databy Anthony Bazhenov, Pahan Dewasurendra, Giri P.…
Summary of Solving Continual Offline Rl Through Selective Weights Activation on Aligned Spaces, by Jifeng Hu et al.
Solving Continual Offline RL through Selective Weights Activation on Aligned Spacesby Jifeng Hu, Sili Huang,…
Summary of Budgeted Online Continual Learning by Adaptive Layer Freezing and Frequency-based Sampling, By Minhyuk Seo et al.
Budgeted Online Continual Learning by Adaptive Layer Freezing and Frequency-based Samplingby Minhyuk Seo, Hyunseo Koh,…
Summary of Controllable Discovery Of Intents: Incremental Deep Clustering Using Semi-supervised Contrastive Learning, by Mrinal Rawat et al.
Controllable Discovery of Intents: Incremental Deep Clustering Using Semi-Supervised Contrastive Learningby Mrinal Rawat, Hithesh Sankararaman,…
Summary of Atlas: Adapter-based Multi-modal Continual Learning with a Two-stage Learning Strategy, by Hong Li et al.
ATLAS: Adapter-Based Multi-Modal Continual Learning with a Two-Stage Learning Strategyby Hong Li, Zhiquan Tan, Xingyu…
Summary of Is Parameter Collision Hindering Continual Learning in Llms?, by Shuo Yang and Kun-peng Ning and Yu-yang Liu and Jia-yu Yao and Yong-hong Tian and Yi-bing Song and Li Yuan
Is Parameter Collision Hindering Continual Learning in LLMs?by Shuo Yang, Kun-Peng Ning, Yu-Yang Liu, Jia-Yu…
Summary of Temporal-difference Variational Continual Learning, by Luckeciano C. Melo et al.
Temporal-Difference Variational Continual Learningby Luckeciano C. Melo, Alessandro Abate, Yarin GalFirst submitted to arxiv on:…