most citedRankFeat: Rank-1 Feature Removal for Out-of-distribution Detection

15 citations · 20 across the 8 of their papers we have counts for

collaborators

8 papers

cs.CV2022

Consistency-Aware Anchor Pyramid Network for Crowd Localization

Xinyan Liu, Guorong Li, Yuankai Qi +4

Crowd localization aims to predict the spatial position of humans in a crowd scenario. We observe that the performance of existing methods is challenged from two aspects: (i) ranki…

cs.CV20222 cited

Deep Unsupervised Key Frame Extraction for Efficient Video Classification

Hao Tang, Lei Ding, Songsong Wu +3

Video processing and analysis have become an urgent task since a huge amount of videos (e.g., Youtube, Hulu) are uploaded online every day. The extraction of representative key fra…

cs.CV20221 cited

Bipartite Graph Reasoning GANs for Person Pose and Facial Image Synthesis

Hao Tang, Ling Shao, Philip H. S. Torr +1

We present a novel bipartite graph reasoning Generative Adversarial Network (BiGraphGAN) for two challenging tasks: person pose and facial image synthesis. The proposed graph gener…

cs.CV20221 cited

Overlap-guided Gaussian Mixture Models for Point Cloud Registration

Guofeng Mei, Fabio Poiesi, Cristiano Saltori +3

Probabilistic 3D point cloud registration methods have shown competitive performance in overcoming noise, outliers, and density variations. However, registering point cloud pairs i…

math.AP2022

Wave equation for Sturm-Liouville operator with singular intermediate coefficient and potential

Michael Ruzhansky, Alibek Yeskermessuly

In this paper, we consider a wave equation on a bounded domain with a Sturm-Liouville operator with a singular intermediate coefficient and a singular potential. To obtain and eval…

cs.LG202215 cited

RankFeat: Rank-1 Feature Removal for Out-of-distribution Detection

Yue Song, Nicu Sebe, Wei Wang

The task of out-of-distribution (OOD) detection is crucial for deploying machine learning models in real-world settings. In this paper, we observe that the singular value distribut…