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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 lighter deepfake detection in the StyleGAN latent space
The proposed method leverages the structure of the latent space of StyleGAN to learn a lightweight classification model.
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.
