Showing cs.CVShow all
3 papers · 1 filter
cs.CV2026
Entropy Reveals Block Importance in Masked Self-Supervised Vision Transformers
Peihao Xiang, Kaida Wu, Ou Bai
Masked self-supervised vision transformers have become a dominant pretraining paradigm, yet their substantial model size poses significant challenges for resource-constrained deplo…
cs.CV2025
MTCAE-DFER: Multi-Task Cascaded Autoencoder for Dynamic Facial Expression Recognition
Peihao Xiang, Kaida Wu, Ou Bai
This paper expands the cascaded network branch of the autoencoder-based multi-task learning (MTL) framework for dynamic facial expression recognition, namely Multi-Task Cascaded Au…
cs.CV2024
MultiMAE-DER: Multimodal Masked Autoencoder for Dynamic Emotion Recognition
Peihao Xiang, Chaohao Lin, Kaida Wu +1
This paper presents a novel approach to processing multimodal data for dynamic emotion recognition, named as the Multimodal Masked Autoencoder for Dynamic Emotion Recognition (Mult…