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← Authors

Depeng Li

3 papers · 2024–2025 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15)

Conferences

AAAI (1) ICML (1) IJCAI (1)

Top co-authors

Tianqi Wang (3) Zhigang Zeng (2) Junwei Chen (2) Kenji Kawaguchi (1) Jingcai Guo (1) Zhi Chen (1) Wei Dai (1) Qining Ren (1)

Keywords

continual learning (1) catastrophic forgetting (1) feature space (1) decision boundary (1) parameter update (1) discriminative feature (1) class incremental learning (1) exemplar-free learning (1) hyperspherical space (1) task-id prediction (1)

Papers

On the Discrimination and Consistency for Exemplar-Free Class Incremental Learning IJCAI 2025 Towards Continual Learning Desiderata via HSIC-Bottleneck Orthogonalization and Equiangular Embedding AAAI 2024 Harnessing Neural Unit Dynamics for Effective and Scalable Class-Incremental Learning ICML 2024