Anh (Totti) Nguyen

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authored 14 papers 3 days ago

Deep Neural Networks are Easily Fooled: High Confidence Predictions for Unrecognizable Images

Paper • 1412.1897 • Published Dec 5, 2014

Multifaceted Feature Visualization: Uncovering the Different Types of Features Learned By Each Neuron in Deep Neural Networks

Paper • 1602.03616 • Published Feb 11, 2016

Synthesizing the preferred inputs for neurons in neural networks via deep generator networks

Paper • 1605.09304 • Published May 30, 2016

Automatically identifying, counting, and describing wild animals in camera-trap images with deep learning

Paper • 1703.05830 • Published Mar 16, 2017

3DTouch: Towards a Wearable 3D Input Device for 3D Applications

Paper • 1706.00176 • Published Jun 1, 2017

VectorDefense: Vectorization as a Defense to Adversarial Examples

Paper • 1804.08529 • Published Apr 23, 2018

Strike (with) a Pose: Neural Networks Are Easily Fooled by Strange Poses of Familiar Objects

Paper • 1811.11553 • Published Nov 28, 2018

Understanding Neural Networks via Feature Visualization: A survey

Paper • 1904.08939 • Published Apr 18, 2019 • 1

PEEB: Part-based Image Classifiers with an Explainable and Editable Language Bottleneck

Paper • 2403.05297 • Published Mar 8, 2024

ZeroBench: An Impossible Visual Benchmark for Contemporary Large Multimodal Models

Paper • 2502.09696 • Published Feb 13 • 44

HoT: Highlighted Chain of Thought for Referencing Supporting Facts from Inputs

Paper • 2503.02003 • Published Mar 3 • 48

Understanding Generative AI Capabilities in Everyday Image Editing Tasks

Paper • 2505.16181 • Published May 22 • 23

TAB: Transformer Attention Bottlenecks enable User Intervention and Debugging in Vision-Language Models

Paper • 2412.18675 • Published Dec 24, 2024 • 1

Improving Zero-Shot Object-Level Change Detection by Incorporating Visual Correspondence

Paper • 2501.05555 • Published Jan 9 • 1

authored a paper over 1 year ago

GlitchBench: Can large multimodal models detect video game glitches?

Paper • 2312.05291 • Published Dec 8, 2023 • 3

authored 5 papers almost 2 years ago

Explaining image classifiers by removing input features using generative models

Paper • 1910.04256 • Published Oct 9, 2019

Plug & Play Generative Networks: Conditional Iterative Generation of Images in Latent Space

Paper • 1612.00005 • Published Nov 30, 2016

SAM: The Sensitivity of Attribution Methods to Hyperparameters

Paper • 2003.08754 • Published Mar 4, 2020

Out of Order: How Important Is The Sequential Order of Words in a Sentence in Natural Language Understanding Tasks?

Paper • 2012.15180 • Published Dec 30, 2020

The effectiveness of feature attribution methods and its correlation with automatic evaluation scores

Paper • 2105.14944 • Published May 31, 2021