2 citations · 2 across the 3 of their papers we have counts for
4 papers
VideoAdviser: Video Knowledge Distillation for Multimodal Transfer Learning
Yanan Wang, Donghuo Zeng, Shinya Wada +1
Multimodal transfer learning aims to transform pretrained representations of diverse modalities into a common domain space for effective multimodal fusion. However, conventional sy…
Topic-switch adapted Japanese Dialogue System based on PLATO-2
Donghuo Zeng, Jianming Wu, Yanan Wang +3
Large-scale open-domain dialogue systems such as PLATO-2 have achieved state-of-the-art scores in both English and Chinese. However, little work explores whether such dialogue syst…
Do I Have Your Attention: A Large Scale Engagement Prediction Dataset and Baselines
Monisha Singh, Ximi Hoque, Donghuo Zeng +3
The degree of concentration, enthusiasm, optimism, and passion displayed by individual(s) while interacting with a machine is referred to as `user engagement'. Engagement comprises…
Complete Cross-triplet Loss in Label Space for Audio-visual Cross-modal Retrieval
Donghuo Zeng, Yanan Wang, Jianming Wu +1
The heterogeneity gap problem is the main challenge in cross-modal retrieval. Because cross-modal data (e.g. audiovisual) have different distributions and representations that cann…