Pascal Mettes

2021

• [Invited talk] Talk at Efficient Deep Learning Winterschool on "Hyperbolic Deep Learning". Oestgeest, the Netherlands..
• [Accepted paper] BMVC 2021: "Zero-Shot Action Recognition from Diverse Object-Scene Compositions" [pdf].
• [Accepted paper] BMVC 2021: "Diagnosing Errors in Video Relation Detectors" [pdf].
• [Accepted paper] NeurIPS 2021: "Hyperbolic Busemann Learning with Ideal Prototypes" [pdf].
• [Accepted paper] ICCV 2021: "Social Fabric: Tubelet Compositions for Video Relation Detection" [pdf].
• [Accepted paper] TIP: "Unsharp Mask Guided Filtering" [pdf].
• [Accepted paper] MICCAIw 2021: "Frequency-Supervised MR-to-CT Image Synthesis" [pdf].
• [Invited talk] Talk at TU Dresden. Host: prof. Martin Keller-Ressel, Dresden Germany.
• [Invited talk] Talk at Explainable Machine Learning group. Host: prof. Zeynep Akata, Tübingen Germany.
• [Organization] ICCV 2021: Workshop on Structured Representations for Video Understanding [link].
• [Vacancy] PhD position on action and intention understanding in videos [closed].
• [Accepted paper] CVPR 2021: "Few-Shot Transformation of Common Actions into Time and Space" [pdf].
• [Accepted paper] IJCV: "Object Priors for Classifying and Localizing Unseen Actions" [pdf].
• [Invited talk] Talk at Diagnostic Image Analysis Group, Radboudumc.

2020

• [Accepted paper] 3DV 2020: "Adversarial Self-Supervised Scene Flow Estimation" [pdf].
• [Media] Coverage of our research in the New Scientist [link].
• [Accepted paper] ECCV 2020: "Localizing the Common Action Among a Few Videos" [pdf].
• [Accepted paper] ECCV 2020: "PointMixup: Augmentation for Point Clouds" [pdf].
• [Invited talk] Speaker at Bertelsmann Video AI event.
• [Accepted paper] CVIU: "Open cross-domain visual search" [pdf].
• [Accepted paper] CVPR 2020: "Searching for Actions on the Hyperbole" [pdf].
• [Organization] Area chair for BMVC 2020.
• [Accepted paper] ICMR 2020 oral: "Heterogeneous Non-Local Fusion for Multimodal Activity Recognition" [pdf].
• [Accepted paper] ICMR 2020 oral: "Interactivity Proposals for Surveillance Videos" [pdf].
• [Accepted paper] ICMR 2020 oral: "Trajectory Prediction Network for Future Anticipation of Ships" [pdf].
• [Invited talk] Speaker at VISUM summer school 2020.
• [Accepted paper] ACM TOMM: "Shuffled ImageNet-Banks for Video Event Detection and Search" [pdf].
• [Vacancy] PhD position on knowledge graph of a video [closed].
• [Invited talk] Public talk at Aalto University in Finland.
• [Vacancy] PhD position on action understanding [closed].

2019

• [Invited talk] Public talk at the NVPHBV fall meeting.
• [Accepted paper] NeurIPS 2019: "Hyperspherical Prototype Networks" [pdf].
• [Accepted paper] ICCV 2019: "Counting with Focus for Free" [pdf].
• [Accepted paper] ICCV 2019: "SILCO: Show a Few Images, Localize the Common Object" [pdf].
• [Accepted paper] ICCV workshops 2019: "4-Connected Shift Residual Networks" [pdf].
• [Accepted paper] ICCV workshops 2019: "Bayesian 3D ConvNets for Action Recognition from Few Examples" [pdf].
• [Invited talk] Speaker at VISUM summer school 2019.

Deep learning with prototypes

Hyperspherical Prototype Networks NeurIPS 2019

Searching for Actions on the Hyperbole CVPR 2020

Open Cross-Domain
Visual Search CVIU 2020

Spatio-temporal action localization

Pointly-Supervised
Action Localization
ECCV 2016 + IJCV 2019

Spatial-aware object emeddings for Zero-Shot Localization and Classification of Actions
ICCV 2017 + IJCV 2021

Localizing Actions from Video Labels
and Pseudo-Annotations
BMVC 2017

Learning from few examples

SILCO: Show a Few Images, Localize the Common Object
ICCV 2019

Localizing the Common Action Among a Few Videos
ECCV 2020

Shuffled ImageNet-Banks for Video Event Detection and Search
ICMR 2016 + TOMM 2020