Jasper Tan

5 papers · 2019–2023 · 5 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird

Venues

AISTATS (1) CVPR (1) ECCV (1) ICCV (1) NeurIPS (1)

Top co-authors

Ashok Veeraraghavan (3) Richard G. Baraniuk (3) Guha Balakrishnan (2) Blake Mason (2) Hamid Javadi (2) Daniel LeJeune (2) Vishwanath Saragadam (2) Kaushik Mitra (1) Vivek Boominathan (1) Salman S. Khan (1)

Research topics

Machine Learning (3) Computer Vision (2) Deep Learning (2) Application Areas (2) Core Methods (2) Models (2) Optimization & Theory (2) Processing (2) Artificial Intelligence (1) Architectures (1) Core AI (1) Learning Types (1)

Keywords

membership inference (2) ridge regularization (2) wavelet transform (1) image denoising (1) linear regression (1) early stopping (1) image inpainting (1) implicit neural representation (1) generalization bound (1) privacy-utility trade-off (1) overparameterized model (1) lensless imaging (1) computed tomography (1) feature ensemble (1) neural network (1) photorealistic reconstruction (1) privacy attack (1) perceptual enhancement (1) image reconstruction (1)

Papers

A Blessing of Dimensionality in Membership Inference through Regularization AISTATS 2023 WIRE: Wavelet Implicit Neural Representations CVPR 2023 MINER: Multiscale Implicit Neural Representation ECCV 2022 Parameters or Privacy: A Provable Tradeoff Between Overparameterization and Membership Inference NeurIPS 2022 Towards Photorealistic Reconstruction of Highly Multiplexed Lensless Images ICCV 2019