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Danruo DENG

3 papers · 2021–2024 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (10)

Venues

AAAI (1) ICML (1) NeurIPS (1)

Top co-authors

Guangyong Chen (3) Furui Liu (2) Yang Yu (2) Pheng-Ann Heng (2) Qiong Wang (1) Pheng Ann Heng (1) Yueming Jin (1) Qi Dou (1) Jianye Hao (1)

Research topics

Deep Learning (2) Machine Learning (2) Learning Types · Machine Learning (2) Artificial Intelligence (1) Bayesian & Probabilistic (1) Core Methods (1) Learning Paradigms (1) Learning Types · Deep Learning (1) Models (1) Optimization & Theory (1)

Keywords

evidential deep learning (2) catastrophic forgetting (1) semi-supervised learning (1) uncertainty quantification (1) outlier detection (1) fisher information matrix (1) pac-bayesian bound (1) dirichlet distribution (1) uncertainty estimation (1) few-shot classification (1) flatness regularization (1) gradient projection memory (1) continual learning (1) weight loss landscape (1)

Papers

ANEDL: Adaptive Negative Evidential Deep Learning for Open-Set Semi-supervised Learning AAAI 2024 Uncertainty Estimation by Fisher Information-based Evidential Deep Learning ICML 2023 Flattening Sharpness for Dynamic Gradient Projection Memory Benefits Continual Learning NeurIPS 2021