Gamaleldin F. Elsayed

发表

Adversarial examples influence human visual perception

Ian Goodfellow, Jascha Sohl-Dickstein, Brian Cheung, 2019, Journal of Vision.

Large Margin Deep Networks for Classification

Hossein Mobahi, Samy Bengio, Dilip Krishnan, 2018, NeurIPS.

Reorganization between preparatory and movement population responses in motor cortex

John P. Cunningham, Mark M. Churchland, Matthew T. Kaufman, 2016, Nature Communications.

Revisiting Spatial Invariance with Low-Rank Local Connectivity

Jonathon Shlens, Simon Kornblith, Prajit Ramachandran, 2020, ICML.

Adversarial Reprogramming of Neural Networks pdf

Jascha Sohl-Dickstein, Ian J. Goodfellow, Gamaleldin F. Elsayed, 2018, ICLR.

Adversarial Examples that Fool both Human and Computer Vision pdf

Jascha Sohl-Dickstein, Brian Cheung, Nicolas Papernot, 2018, ArXiv.

Value and choice as separable and stable representations in orbitofrontal cortex

John P. Cunningham, William T. Newsome, Gamaleldin F. Elsayed, 2020, Nature Communications.

Conservation of preparatory neural events regardless of how movement is initiated

John P. Cunningham, Mark M. Churchland, Gamaleldin F. Elsayed, 2017, bioRxiv.

Saccader: Improving Accuracy of Hard Attention Models for Vision

Quoc V. Le, Simon Kornblith, Gamaleldin F. Elsayed, 2019, NeurIPS.

Value and choice as separable, stable representations in orbitofrontal cortex

John P. Cunningham, William T. Newsome, Gamaleldin F. Elsayed, 2020, bioRxiv.

Adversarial Examples that Fool both Computer Vision and Time-Limited Humans

Jascha Sohl-Dickstein, Brian Cheung, Nicolas Papernot, 2018, NeurIPS.

Addressing the Real-world Class Imbalance Problem in Dermatology pdf

Yuan Liu, Wei-Hung Weng, Vivek Natarajan, 2020, ML4H@NeurIPS.

Saccader: Accurate, interpretable image classification with hard attention

Quoc V. Le, Simon Kornblith, Gamaleldin F. Elsayed, 2019 .

Human susceptibility to subtle adversarial image manipulations with unlimited exposure time

Jonathon Shlens, Gamaleldin F. Elsayed, Jascha Sohl-Dickstein, 2021, Journal of Vision.

Conditional Object-Centric Learning from Video pdf

Georg Heigold, Klaus Greff, Alexey Dosovitskiy, 2021, ArXiv.

Soft attention is popular in models used for natural language tasks

Gamaleldin F. Elsayed, 2019 .

Structure in neural population recordings: an expected byproduct of simpler phenomena?

Gamaleldin F. Elsayed, J. Cunningham, 2017, Nature Neuroscience.

Identification and Validation of Structures in Neural Population Responses

Gamaleldin F. Elsayed, 2017 .

Conservation of preparatory neural events in monkey motor cortex regardless of how movement is initiated

Mark M Churchland, John P Cunningham, Gamaleldin F. Elsayed, 2018, eLife.

Behaviorally Selective Engagement of Short-Latency Effector Pathways by Motor Cortex

John P. Cunningham, Mark M. Churchland, Thomas M. Jessell, 2017, Neuron.

Excitatory and Inhibitory Subnetworks Are Equally Selective during Decision-Making and Emerge Simultaneously during Learning

Peter E. Latham, John P. Cunningham, Eftychios Pnevmatikakis, 2018, Neuron.

Inhibitory and excitatory populations in parietal cortex are equally selective for decision outcome in both novices and experts

John P. Cunningham, Anne K. Churchland, Eftychios A. Pnevmatikakis, 2018 .

Excitatory and Inhibitory Subnetworks Are Equally Selective during Decision-Making and Emerge Simultaneously during Learning

Gamaleldin F. Elsayed, J. Cunningham, P. Latham, 2018, Neuron.

Revisiting Spatial Invariance with Low-Rank Local Connectivity

Jonathon Shlens, Simon Kornblith, Prajit Ramachandran, 2020, ICML.

SAVi++: Towards End-to-End Object-Centric Learning from Real-World Videos

Sjoerd van Steenkiste, Gamaleldin F. Elsayed, Thomas Kipf, 2022, 2206.07764.

SAVi++: Towards End-to-End Object-Centric Learning from Real-World Videos

Sjoerd van Steenkiste, Gamaleldin F. Elsayed, Thomas Kipf, 2022, ArXiv.

SAVi++: Towards End-to-End Object-Centric Learning from Real-World Videos

Sjoerd van Steenkiste, Gamaleldin F. Elsayed, Thomas Kipf, 2022, NeurIPS.

Saccader: Improving Accuracy of Hard Attention Models for Vision

Quoc V. Le, Gamaleldin F. Elsayed, Simon Kornblith, 2019, NeurIPS.

Value and choice as separable and stable representations in orbitofrontal cortex

Gamaleldin F. Elsayed, Daniel L. Kimmel, J. Cunningham, 2020, Nature Communications.

Scaling Vision Transformers to 22 Billion Parameters

Sjoerd van Steenkiste, Ibrahim M. Alabdulmohsin, Gamaleldin F. Elsayed, 2023, ICML.

Conditional Object-Centric Learning from Video

Gamaleldin F. Elsayed, Thomas Kipf, A. Dosovitskiy, 2021, ICLR.

RSN: Range Sparse Net for Efficient, Accurate LiDAR 3D Object Detection

Cristian Sminchisescu, Alex Bewley, Gamaleldin F. Elsayed, 2021, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Invariant Slot Attention: Object Discovery with Slot-Centric Reference Frames

Sjoerd van Steenkiste, Mehdi S. M. Sajjadi, Gamaleldin F. Elsayed, 2023, ArXiv.

Multitask Learning Via Interleaving: A Neural Network Investigation

Katherine L. Hermann, Gamaleldin F. Elsayed, Tyler R. Scott, 2023 .

Learning in temporally structured environments

Gamaleldin F. Elsayed, Tyler R. Scott, Mengye Ren, 2023, ICLR.

Affective Visual Dialog: A Large-Scale Benchmark for Emotional Reasoning Based on Visually Grounded Conversations

Gamaleldin F. Elsayed, Mohamed Elhoseiny, Avinash Madasu, 2023, ArXiv.

Invariant Slot Attention: Object Discovery with Slot-Centric Reference Frames

Sjoerd van Steenkiste, Mehdi S. M. Sajjadi, Gamaleldin F. Elsayed, 2023, ICML.

Teacher-generated spatial-attention labels boost robustness and accuracy of contrastive models

Gamaleldin F. Elsayed, Ju He, Yushi Yao, 2023, 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).