International Conference on Machine Learning (ICML-99).

• Denoising diffusion probabilistic models for generation of realistic fully-annotated microscopy image datasets

  2024 PLoS Computational Biology article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access

  33

  citations
• UGainS: Uncertainty Guided Anomaly Instance Segmentation

  2024 Lecture notes in computer science conference-paper Computer Science Advanced Neural Network Applications

  7

  citations
• Generating Synthetic LiDAR Point Cloud Data for Object Detection Using the Unreal Game Engine

  2024 Lecture notes in computer science conference-paper Engineering 3D Shape Modeling and Analysis

  1

  citations
• 4D-StOP: Panoptic Segmentation of 4D LiDAR Using Spatio-Temporal Object Proposal Generation and Aggregation

  2023 Lecture notes in computer science conference-paper Computer Science Advanced Neural Network Applications

  28

  citations
• Robust and accurate regression-based techniques for period inference in real-time systems

  2022 Real-Time Systems article Computer Science Real-Time Systems Scheduling Open access

  3

  citations
• The area under the ROC curve as a measure of clustering quality

  2022 Data Mining and Knowledge Discovery article Computer Science Advanced Clustering Algorithms Research Open access

  58

  citations
• Automated design of error-resilient and hardware-efficient deep neural networks

  2020 Neural Computing and Applications article Computer Science Advanced Neural Network Applications Open access cited by 2 patents

  40

  citations
• STEm-Seg: Spatio-Temporal Embeddings for Instance Segmentation in Videos

  2020 Lecture notes in computer science conference-paper Computer Science Advanced Neural Network Applications Open access cited by 5 patents

  159

  citations

8 results