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Found 3 papers, 2 papers with code
Multimodal Forgery Detection Using Ensemble Learning
The recent rapid revolution in Artificial Intelligence (AI) technology has enabled the creation of hyper-realistic deepfakes, and detecting deepfake videos (also known as AIsynthesized videos) has become a critical task.
Ranked #1 on
Multimodal Forgery Detection
on FakeAVCeleb
(using extra training data)
Causal Discovery using Model Invariance through Knockoff Interventions
Cause-effect analysis is crucial to understand the underlying mechanism of a system.
Causal Inference in Non-linear Time-series using Deep Networks and Knockoff Counterfactuals
Overall our method outperforms the widely used vector autoregressive Granger causality and PCMCI in detecting nonlinear causal dependency in multivariate time series.
