Paper "representation learning" Papers

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Adaptive Discovering and Merging for Incremental Novel Class Discovery

Guangyao Chen, Peixi Peng, Yangru Huang et al.

AAAI 2024paperarXiv:2403.03382

BaCon: Boosting Imbalanced Semi-supervised Learning via Balanced Feature-Level Contrastive Learning

Qianhan Feng, Lujing Xie, Shijie Fang et al.

AAAI 2024paperarXiv:2403.12986
15
citations

Beyond Prototypes: Semantic Anchor Regularization for Better Representation Learning

Yanqi Ge, Qiang Nie, Ye Huang et al.

AAAI 2024paperarXiv:2312.11872
13
citations

Contrastive Continual Learning with Importance Sampling and Prototype-Instance Relation Distillation

Jiyong Li, Dilshod Azizov, Yang LI et al.

AAAI 2024paperarXiv:2403.04599

Exploring Diverse Representations for Open Set Recognition

Yu Wang, Junxian Mu, Pengfei Zhu et al.

AAAI 2024paperarXiv:2401.06521
18
citations

Neural Causal Abstractions

Kevin Xia, Elias Bareinboim

AAAI 2024paperarXiv:2401.02602
12
citations

Non-parametric Representation Learning with Kernels

Hebaixu Wang, Meiqi Gong, Xiaoguang Mei et al.

AAAI 2024paperarXiv:2309.02028
11
citations

Revisiting Disentanglement in Downstream Tasks: A Study on Its Necessity for Abstract Visual Reasoning

Ruiqian Nai, Zixin Wen, Ji Li et al.

AAAI 2024paperarXiv:2403.00352

Scaling Up Semi-supervised Learning with Unconstrained Unlabelled Data

Shuvendu Roy, Ali Etemad

AAAI 2024paperarXiv:2306.01222
6
citations