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Michael C Mozer

3 papers · 2021–2022 · 1 venue · 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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🌉 Interdisciplinary Bridge · Bronze

Venues

ICML (3)

Top co-authors

Chiyuan Zhang (2) Hugo Larochelle (1) Vincent Dumoulin (1) Ziheng Jiang (1) Kunal Talwar (1) Piotr Teterwak (1) Dilip Krishnan (1) Utku Evci (1)

Research topics

Machine Learning (3) Deep Learning (2) Architectures (2) Core Methods (2) Artificial Intelligence (1) Computer Vision (1) Application Areas (1) Generation (1) Learning Paradigms (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1)

Keywords

representation learning (2) adversarial robustness (1) transfer learning (1) image reconstruction (1) out-of-distribution generalization (1) out-of-distribution detection (1) linear probing (1) overparameterized model (1) intermediate representation (1) discriminative model (1) consistency score (1) feature reuse (1) feedforward inversion (1) mislabled example (1)

Papers

Head2Toe: Utilizing Intermediate Representations for Better Transfer Learning ICML 2022 Characterizing Structural Regularities of Labeled Data in Overparameterized Models ICML 2021 Understanding Invariance via Feedforward Inversion of Discriminatively Trained Classifiers ICML 2021