Hacking Task Confounder in Meta-Learning

Hacking Task Confounder in Meta-Learning

10 December 2023

Papers citing "Hacking Task Confounder in Meta-Learning"

12 / 12 papers shown

Title
Causal Prompt Calibration Guided Segment Anything Model for Open-Vocabulary Multi-Entity Segmentation Wenwen Qiang Jianqi Zhang Jingyao Wang Changwen Zheng VLM 37 0 0 10 May 2025
Task Arithmetic in Trust Region: A Training-Free Model Merging Approach to Navigate Knowledge Conflicts Wenju Sun Qingyong Li Wen Wang Yangli-ao Geng Boyang Li 44 3 0 28 Jan 2025
Spatio-Temporal Fuzzy-oriented Multi-Modal Meta-Learning for Fine-grained Emotion Recognition Wenwen Qiang Yuxuan Yang Jingyao Wang Changwen Zheng 76 0 0 18 Dec 2024
DiffDesign: Controllable Diffusion with Meta Prior for Efficient Interior Design Generation Yuxuan Yang Wenwen Qiang Tao Geng Jingyao Wang Changwen Zheng DiffM 76 0 0 25 Nov 2024
Neuromodulated Meta-Learning Wenwen Qiang Huijie Guo Jingyao Wang Jiangmeng Li Changwen Zheng Hui Xiong Gang Hua 61 0 0 11 Nov 2024
Rethinking Meta-Learning from a Learning Lens Wenwen Qiang Jingyao Wang Chuxiong Sun Hui Xiong Jiangmeng Li 51 1 0 13 Sep 2024
Interventional Contrastive Learning with Meta Semantic Regularizer Jingyao Wang Jiangmeng Li Changwen Zheng Bing-Huang Su Hui Xiong 21 23 0 29 Jun 2022
Improving Multi-Task Generalization via Regularizing Spurious Correlation Ziniu Hu Zhe Zhao Xinyang Yi Tiansheng Yao Lichan Hong Yizhou Sun Ed H. Chi OOD LRM 93 29 0 19 May 2022
Contrastive Learning Inverts the Data Generating Process Roland S. Zimmermann Yash Sharma Steffen Schneider Matthias Bethge Wieland Brendel SSL 238 208 0 17 Feb 2021
How Much Position Information Do Convolutional Neural Networks Encode? Md. Amirul Islam Sen Jia Neil D. B. Bruce SSL 205 344 0 22 Jan 2020
Rapid Learning or Feature Reuse? Towards Understanding the Effectiveness of MAML Aniruddh Raghu M. Raghu Samy Bengio Oriol Vinyals 186 640 0 19 Sep 2019
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 371 11,700 0 09 Mar 2017