Sampling to distill: Knowledge transfer from open-world data
Data-Free Knowledge Distillation (DFKD) is a novel task that aims to train high-performance
student models using only the pre-trained teacher network without original training data …
student models using only the pre-trained teacher network without original training data …
Toward Robust Incomplete Multimodal Sentiment Analysis via Hierarchical Representation Learning
Multimodal Sentiment Analysis (MSA) is an important research area that aims to understand
and recognize human sentiment through multiple modalities. The complementary …
and recognize human sentiment through multiple modalities. The complementary …
UniEmoX: Cross-modal Semantic-Guided Large-Scale Pretraining for Universal Scene Emotion Perception
C Chen, X Sun, Z Liu - arxiv preprint arxiv:2409.18877, 2024 - arxiv.org
Visual emotion analysis holds significant research value in both computer vision and
psychology. However, existing methods for visual emotion analysis suffer from limited …
psychology. However, existing methods for visual emotion analysis suffer from limited …