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08/07/2023
Distributionally Robust Classification on a Data Budget
Real world uses of deep learning require predictable model behavior unde...
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08/03/2023
Circumventing Concept Erasure Methods For Text-to-Image Generative Models
Text-to-image generative models can produce photo-realistic images for a...
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06/14/2023
ZeroForge: Feedforward Text-to-Shape Without 3D Supervision
Current state-of-the-art methods for text-to-shape generation either req...
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06/17/2022
Revisiting Self-Distillation
Knowledge distillation is the procedure of transferring "knowledge" from...
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06/01/2022
Transformer with Fourier Integral Attentions
Multi-head attention empowers the recent success of transformers, the st...
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05/12/2022
Smooth-Reduce: Leveraging Patches for Improved Certified Robustness
Randomized smoothing (RS) has been shown to be a fast, scalable techniqu...
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03/05/2021
Harnessing Geometric Constraints from Emotion Labels to improve Face Verification
For the task of face verification, we explore the utility of harnessing ...
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07/16/2020
A Survey on Security Attacks and Defense Techniques for Connected and Autonomous Vehicles
Autonomous Vehicle has been transforming intelligent transportation syst...
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06/17/2018
Laplacian Smoothing Gradient Descent
We propose a very simple modification of gradient descent and stochastic...
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10/21/2017