Search Results for author: Jiajun Huang

Found 6 papers, 2 papers with code

Point'n Move: Interactive Scene Object Manipulation on Gaussian Splatting Radiance Fields

no code implementations28 Nov 2023 Jiajun Huang, Hongchuan Yu

We propose Point'n Move, a method that achieves interactive scene object manipulation with exposed region inpainting.

Object

Two-in-one Knowledge Distillation for Efficient Facial Forgery Detection

no code implementations21 Feb 2023 Chuyang Zhou, Jiajun Huang, Daochang Liu, Chengbin Du, Siqi Ma, Surya Nepal, Chang Xu

More specifically, knowledge distillation on both the spatial and frequency branches has degraded performance than distillation only on the spatial branch.

Knowledge Distillation Vocal Bursts Valence Prediction

Anti-Compression Contrastive Facial Forgery Detection

no code implementations13 Feb 2023 Jiajun Huang, Xinqi Zhu, Chengbin Du, Siqi Ma, Surya Nepal, Chang Xu

To enhance the performance for such models, we consider the weak compressed and strong compressed data as two views of the original data and they should have similar representation and relationships with other samples.

Contrastive Learning

DeepFake Disrupter: The Detector of DeepFake Is My Friend

no code implementations CVPR 2022 Xueyu Wang, Jiajun Huang, Siqi Ma, Surya Nepal, Chang Xu

We argue that the detectors do not share a similar perspective as human eyes, which might still be spoofed by the disrupted data.

Face Swapping

DeepFake MNIST+: A DeepFake Facial Animation Dataset

1 code implementation18 Aug 2021 Jiajun Huang, Xueyu Wang, Bo Du, Pei Du, Chang Xu

It includes 10, 000 facial animation videos in ten different actions, which can spoof the recent liveness detectors.

DeepFake Detection Face Swapping +1

On Positive-Unlabeled Classification in GAN

1 code implementation CVPR 2020 Tianyu Guo, Chang Xu, Jiajun Huang, Yunhe Wang, Boxin Shi, Chao Xu, DaCheng Tao

In contrast, it is more reasonable to treat the generated data as unlabeled, which could be positive or negative according to their quality.

Classification General Classification

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