Showing 1–20 of 119 results
/ Date/ Name
Dec 3, 2018Signal Reconstruction from Modulo ObservationsOct 8, 2021Adversarial Token Attacks on Vision TransformersOct 4, 2021NeuFENet: Neural Finite Element Solutions with Theoretical Bounds for Parametric PDEsMay 12, 2022Smooth-Reduce: Leveraging Patches for Improved Certified RobustnessMay 18, 2017Sample-Efficient Algorithms for Recovering Structured Signals from Magnitude-Only MeasurementsAug 8, 2017Demixing Structured Superposition Signals from Periodic and Aperiodic Nonlinear ObservationsJun 25, 2024BioTrove: A Large Curated Image Dataset Enabling AI for BiodiversityDec 5, 2024Hidden in the Noise: Two-Stage Robust Watermarking for ImagesFeb 28, 2024PITCH: AI-assisted Tagging of Deepfake Audio Calls using Challenge-ResponseJun 20, 2018Learning ReLU Networks via Alternating MinimizationOct 8, 2018Algorithmic Aspects of Inverse Problems Using Generative ModelsJan 7, 2009A Theoretical Analysis of Joint ManifoldsApr 11, 2024DIMAT: Decentralized Iterative Merging-And-Training for Deep Learning ModelsAug 3, 2023Circumventing Concept Erasure Methods For Text-to-Image Generative ModelsOct 24, 2022Active Learning for Single Neuron Models with Lipschitz Non-LinearitiesSep 11, 2022On The Computational Complexity of Self-AttentionFeb 4, 2022Selective Network Linearization for Efficient Private InferenceApr 11, 2019A Kaczmarz Algorithm for Solving Tree Based Distributed Systems of EquationsJun 20, 2019Algorithmic Guarantees for Inverse Imaging with Untrained Network PriorsMay 13, 2021Provably Convergent Algorithms for Solving Inverse Problems Using Generative Models