Dissecting Out-of-Distribution Detection and Open-Set Recognition: A Critical Analysis of Methods and Benchmarks.
Int. J. Comput. Vis., March, 2025
HiLo: A Learning Framework for Generalized Category Discovery Robust to Domain Shifts.
CoRR, 2024
SPTNet: An Efficient Alternative Framework for Generalized Category Discovery with Spatial Prompt Tuning.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
What's in a Name? Beyond Class Indices for Image Recognition.
CoRR, 2023
No Representation Rules Them All in Category Discovery.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
GeneCIS: A Benchmark for General Conditional Image Similarity.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Semantically Grounded Object Matching for Robust Robotic Scene Rearrangement.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022
Open-Set Recognition: A Good Closed-Set Classifier is All You Need.
Proceedings of the Tenth International Conference on Learning Representations, 2022
Zero-Shot Category-Level Object Pose Estimation.
Proceedings of the Computer Vision - ECCV 2022, 2022
Generalized Category Discovery.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Low-Memory CNNs Enabling Real-Time Ultrasound Segmentation Towards Mobile Deployment.
IEEE J. Biomed. Health Informatics, 2020
Optimal Use of Multi-spectral Satellite Data with Convolutional Neural Networks.
CoRR, 2020
SMArtCast: Predicting soil moisture interpolations into the future using Earth observation data in a deep learning framework.
CoRR, 2020
Segmentation of Fetal Adipose Tissue Using Efficient CNNs for Portable Ultrasound.
Proceedings of the Data Driven Treatment Response Assessment - and - Preterm, Perinatal, and Paediatric Image Analysis, 2018