6 citations · 8 across the 4 of their papers we have counts for
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cs.CV2024
Hierarchical Visual Categories Modeling: A Joint Representation Learning and Density Estimation Framework for Out-of-Distribution Detection
Jinglun Li, Xinyu Zhou, Pinxue Guo +4
Detecting out-of-distribution inputs for visual recognition models has become critical in safe deep learning. This paper proposes a novel hierarchical visual category modeling sche…
cs.CV2024
Weakly Supervised Gaussian Contrastive Grounding with Large Multimodal Models for Video Question Answering
Haibo Wang, Chenghang Lai, Yixuan Sun +1
Video Question Answering (VideoQA) aims to answer natural language questions based on the information observed in videos. Despite the recent success of Large Multimodal Models (LMM…
cs.CV2022★ 6 cited
FERV39k: A Large-Scale Multi-Scene Dataset for Facial Expression Recognition in Videos
Yan Wang, Yixuan Sun, Yiwen Huang +5
Current benchmarks for facial expression recognition (FER) mainly focus on static images, while there are limited datasets for FER in videos. It is still ambiguous to evaluate whet…