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Found 6 papers, 0 papers with code
MES-Loss: Mutually equidistant separation metric learning loss function
We propose in this paper a new composite DML loss function that, in addition to the intra-class compactness, explicitly implies regulations to enforce the best inter-class separation by mutually equidistantly distributing the centers of the classes.
Ranked #1 on
Image Clustering
on CUB-200-2011
LatentForensics: Towards frugal deepfake detection in the StyleGAN latent space
Combined with other recent studies on the interpretation and manipulation of this latent space, we believe that the proposed approach can further help in developing frugal deepfake classification methods based on interpretable high-level properties of face images.
Multi-stage RGB-based Transfer Learning Pipeline for Hand Activity Recognition
For a given RGB image activity sequence, in the first stage, the regions of interest are extracted using a pre-trained neural network (NN).
Learning Vision Transformer with Squeeze and Excitation for Facial Expression Recognition
The multiple sources of the available databases raised several challenges for facial recognition task.
Ranked #1 on
Facial Expression Recognition (FER)
on RaFD
Efficient Multi-stream Temporal Learning and Post-fusion Strategy for 3D Skeleton-based Hand Activity Recognition
Recognizing first-person hand activity is a challenging task, especially when not enough data are available.
Ranked #1 on
Skeleton Based Action Recognition
on First-Person Hand Action Benchmark
(1:1 Accuracy metric)
Emo-CNN for Perceiving Stress from Audio Signals: A Brain Chemistry Approach
There are certain emotions which are given more importance due to their effectiveness in understanding human feelings.
