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08/15/2023
DiffGuard: Semantic Mismatch-Guided Out-of-Distribution Detection using Pre-trained Diffusion Models
Given a classifier, the inherent property of semantic Out-of-Distributio...
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07/31/2022
Out-of-Distribution Detection with Semantic Mismatch under Masking
This paper proposes a novel out-of-distribution (OOD) detection framewor...
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03/16/2022
DeciWatch: A Simple Baseline for 10x Efficient 2D and 3D Pose Estimation
This paper proposes a simple baseline framework for video-based 2D/3D hu...
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01/24/2022
What You See is Not What the Network Infers: Detecting Adversarial Examples Based on Semantic Contradiction
Adversarial examples (AEs) pose severe threats to the applications of de...
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05/30/2021
Hop-Aware Dimension Optimization for Graph Neural Networks
In Graph Neural Networks (GNNs), the embedding of each node is obtained ...
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04/10/2020
ModuleNet: Knowledge-inherited Neural Architecture Search
Although Neural Architecture Search (NAS) can bring improvement to deep ...
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12/31/2019