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07/31/2023
Towards Building AI-CPS with NVIDIA Isaac Sim: An Industrial Benchmark and Case Study for Robotics Manipulation
As a representative cyber-physical system (CPS), robotic manipulator has...
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06/21/2023
Mitigating Communication Costs in Neural Networks: The Role of Dendritic Nonlinearity
Our comprehension of biological neuronal networks has profoundly influen...
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06/05/2023
Neuron Activation Coverage: Rethinking Out-of-distribution Detection and Generalization
The out-of-distribution (OOD) problem generally arises when neural netwo...
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06/11/2022
CodeS: A Distribution Shift Benchmark Dataset for Source Code Learning
Over the past few years, deep learning (DL) has been continuously expand...
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10/08/2021
SCFlow: Optical Flow Estimation for Spiking Camera
As a bio-inspired sensor with high temporal resolution, Spiking camera h...
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10/07/2021
SkullEngine: A Multi-stage CNN Framework for Collaborative CBCT Image Segmentation and Landmark Detection
We propose a multi-stage coarse-to-fine CNN-based framework, called Skul...
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09/21/2020
DeepTag: Robust Image Tagging for DeepFake Provenance
In recent years, DeepFake is becoming a common threat to our society, du...
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09/19/2020
FakeRetouch: Evading DeepFakes Detection via the Guidance of Deliberate Noise
The novelty and creativity of DeepFake generation techniques have attrac...
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09/19/2020
It's Raining Cats or Dogs? Adversarial Rain Attack on DNN Perception
Rain is a common phenomenon in nature and an essential factor for many d...
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06/13/2020
DeepRhythm: Exposing DeepFakes with Attentional Visual Heartbeat Rhythms
As the GAN-based face image and video generation techniques, widely know...
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06/13/2020
FakePolisher: Making DeepFakes More Detection-Evasive by Shallow Reconstruction
The recently rapid advances of generative adversarial networks (GANs) in...
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02/20/2020
Towards Byzantine-resilient Learning in Decentralized Systems
With the proliferation of IoT and edge computing, decentralized learning...
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02/10/2020
ABBA: Saliency-Regularized Motion-Based Adversarial Blur Attack
Deep neural networks are vulnerable to noise-based adversarial examples,...
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12/09/2019
Amora: Black-box Adversarial Morphing Attack
Nowadays, digital facial content manipulation has become ubiquitous and ...
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03/20/2018
