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Laurens van der Maaten

34 papers · 2008–2025 · 10 conferences · across top CS/AI conferences

Achievements

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Conferences

CVPR (13) NIPS (4) AISTATS (3) ICLR (3) ICML (3) JMLR (3) ICCV (2) ECCV (1) IJCAI (1) UAI (1)

Research topics

Papers

Law of the Weakest Link: Cross Capabilities of Large Language Models ICLR 2025 GeoDE: a Geographically Diverse Evaluation Dataset for Object Recognition NIPS 2023 Omnivore: A Single Model for Many Visual Modalities CVPR 2022 Measuring Data Leakage in Machine-Learning Models with Fisher Information (Extended Abstract) IJCAI 2022 Data Appraisal Without Data Sharing AISTATS 2022 Bounding Training Data Reconstruction in Private (Deep) Learning ICML 2022 Revisiting Weakly Supervised Pre-Training of Visual Perception Models CVPR 2022 Fixes That Fail: Self-Defeating Improvements in Machine-Learning Systems NIPS 2021 Measuring data leakage in machine-learning models with Fisher information UAI 2021 CrypTen: Secure Multi-Party Computation Meets Machine Learning NIPS 2021 Making Paper Reviewing Robust to Bid Manipulation Attacks ICML 2021 Self-Supervised Learning of Pretext-Invariant Representations CVPR 2020 Certified Data Removal from Machine Learning Models ICML 2020 Defense Against Adversarial Images Using Web-Scale Nearest-Neighbor Search CVPR 2019 PHYRE: A New Benchmark for Physical Reasoning NIPS 2019 Feature Denoising for Improving Adversarial Robustness CVPR 2019 CondenseNet: An Efficient DenseNet Using Learned Group Convolutions CVPR 2018 3D Semantic Segmentation With Submanifold Sparse Convolutional Networks CVPR 2018 Learning by Asking Questions CVPR 2018 Exploring the Limits of Weakly Supervised Pretraining ECCV 2018 Multi-Scale Dense Networks for Resource Efficient Image Classification ICLR 2018 Countering Adversarial Images using Input Transformations ICLR 2018 Separating Self-Expression and Visual Content in Hashtag Supervision CVPR 2018 Inferring and Executing Programs for Visual Reasoning ICCV 2017 Densely Connected Convolutional Networks CVPR 2017 CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning CVPR 2017 Learning Visual N-Grams From Web Data ICCV 2017 Speeding Up Tracking by Ignoring Features CVPR 2014 Accelerating t-SNE using Tree-Based Algorithms JMLR 2014 Structure Preserving Object Tracking CVPR 2013 Divvy: Fast and Intuitive Exploratory Data Analysis JMLR 2013 Hidden-Unit Conditional Random Fields AISTATS 2011 Discussion of β€œSpectral Dimensionality Reduction via Maximum Entropy” AISTATS 2011 Visualizing Data using t-SNE JMLR 2008