A Unified Continuous Learning Framework for Multi-modal Knowledge
Discovery and Pre-training

A Unified Continuous Learning Framework for Multi-modal Knowledge Discovery and Pre-training

11 June 2022

Xuanjing Huang

Papers citing "A Unified Continuous Learning Framework for Multi-modal Knowledge Discovery and Pre-training"

10 / 10 papers shown

Title
E-CGL: An Efficient Continual Graph Learner Jianhao Guo Zixuan Ni Yun Zhu Siliang Tang CLL 37 0 0 18 Aug 2024
Zero-Shot Embeddings Inform Learning and Forgetting with Vision-Language Encoders Laura Niss Kevin Vogt-Lowell Theodoros Tsiligkaridis VLM 41 0 0 22 Jul 2024
Quantified Task Misalignment to Inform PEFT: An Exploration of Domain Generalization and Catastrophic Forgetting in CLIP Laura Niss Kevin Vogt-Lowell Theodoros Tsiligkaridis CLL 35 1 0 14 Feb 2024
Continual Vision-Language Representation Learning with Off-Diagonal Information Zixuan Ni Longhui Wei Siliang Tang Yueting Zhuang Qi Tian VLM CLL 33 25 0 11 May 2023
Large-scale Multi-Modal Pre-trained Models: A Comprehensive Survey Tianlin Li Guangyao Chen Guangwu Qian Pengcheng Gao Xiaoyong Wei Yaowei Wang Yonghong Tian Wen Gao AI4CE VLM 42 204 0 20 Feb 2023
Structure Inducing Pre-Training Matthew B. A. McDermott Brendan Yap Peter Szolovits Marinka Zitnik 42 18 0 18 Mar 2021
In Defense of Pseudo-Labeling: An Uncertainty-Aware Pseudo-label Selection Framework for Semi-Supervised Learning Mamshad Nayeem Rizve Kevin Duarte Yogesh S Rawat M. Shah 241 509 0 15 Jan 2021
Unified Vision-Language Pre-Training for Image Captioning and VQA Luowei Zhou Hamid Palangi Lei Zhang Houdong Hu Jason J. Corso Jianfeng Gao MLLM VLM 252 927 0 24 Sep 2019
K-BERT: Enabling Language Representation with Knowledge Graph Weijie Liu Peng Zhou Zhe Zhao Zhiruo Wang Qi Ju Haotang Deng Ping Wang 231 778 0 17 Sep 2019
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 285 9,145 0 06 Jun 2015