Emanuela Haller

Computer Science · Physical Sciences

4h-index85citations18works0.02yr avg
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Research Topics

Advanced Image and Video Retrieval Techniques(7), Anomaly Detection Techniques and Applications(6), Video Surveillance and Tracking Methods(5), Domain Adaptation and Few-Shot Learning(5), Visual Attention and Saliency Detection(5)

Publications18 total

Robust Novelty Detection Through Style-Conscious Feature Ranking
2025Open Access
Robust Novelty Detection through Style-Conscious Feature Ranking
arXiv (Cornell University)·2023Open Access
Self-supervised Hypergraphs for Learning Multiple World Interpretations
2023· 6 cited
Environment-biased Feature Ranking for Novelty Detection Robustness
arXiv (Cornell University)·2023Open Access
Self-supervised Hypergraphs for Learning Multiple World Interpretations
arXiv (Cornell University)·2023Open Access
AnoShift: A distribution shift benchmark for unsupervised anomaly detection
Zenodo (CERN European Organization for Nuclear Research)·2022Open Access
Env-Aware Anomaly Detection: Ignore Style Changes, Stay True to Content!
arXiv (Cornell University)·2022· 1 citedOpen Access
AnoShift: A Distribution Shift Benchmark for Unsupervised Anomaly Detection
arXiv (Cornell University)·2022· 15 citedOpen Access
Iterative Knowledge Exchange Between Deep Learning and Space-Time Spectral Clustering for Unsupervised Segmentation in Videos
IEEE Transactions on Pattern Analysis and Machine Intelligence·2021Open Access
Self-Supervised Learning in Multi-Task Graphs through Iterative Consensus Shift
arXiv (Cornell University)·2021· 2 citedOpen Access
Unsupervised Domain Adaptation through Iterative Consensus Shift in a Multi-Task Graph.
arXiv (Cornell University)·2021Open Access
Self-Supervised Learning in Multi-Task Graphs through Iterative Consensus Shift
2021
Iterative Knowledge Exchange Between Deep Learning and Space-Time\n Spectral Clustering for Unsupervised Segmentation in Videos
arXiv (Cornell University)·2020Open Access
Spacetime Graph Optimization for Video Object Segmentation
arXiv (Cornell University)·2019· 2 citedOpen Access
Unsupervised Object Segmentation in Video by Efficient Selection of Highly Probable Positive Features
2017Open Access
Unsupervised object segmentation in video by efficient selection of\n highly probable positive features
arXiv (Cornell University)·2017Open Access
Designing a Chat-bot that Simulates an Historical Figure
2013· 49 cited
Human Activity Recognition Based on Multiple Kinects
Communications in computer and information science·2013· 10 cited

Frequent Co-authors

Marius Leordeanu(10), Elena Burceanu(9), Stefan Smeu(4), Andrei Liviu Nicolicioiu(4), Adina Magda Florea(3), Marius Drăgoi(2), Andrei Manolache(2), Florin Brad(2), Mihai Pîrvu(2), Dragoş Costea(2), Emil Sluşanschi(2), Rahul Sukthankar(2), Traian Rebedea(1), Georgiana Scarlat(1), Irina Mocanu(1), Mihai Trăşcău(1), Alina Marcu(1), Nabil Belbachir(1), Alina Marcu(1), Ahmed Nabil Belbachir(1)