Challenges in representation learning: A report on three machine learning contests IJ Goodfellow, D Erhan, PL Carrier, A Courville, M Mirza, B Hamner, ... Neural Networks 64 (C), 59-63, 2015 | 2001 | 2015 |
Diffusion models in vision: A survey FA Croitoru, V Hondru, RT Ionescu, M Shah IEEE Transactions on Pattern Analysis and Machine Intelligence 45 (9), 10850 …, 2023 | 674 | 2023 |
Object-centric Auto-encoders and Dummy Anomalies for Abnormal Event Detection in Video RT Ionescu, FS Khan, MI Georgescu, L Shao IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 7842-7851, 2019 | 389 | 2019 |
Unmasking the Abnormal Events in Video RT Ionescu, S Smeureanu, B Alexe, M Popescu IEEE International Conference on Computer Vision (ICCV), 2895-2903, 2017 | 348* | 2017 |
Local learning with deep and handcrafted features for facial expression recognition MI Georgescu, RT Ionescu, M Popescu IEEE Access 7, 64827-64836, 2019 | 319 | 2019 |
Curriculum learning: A survey P Soviany, RT Ionescu, P Rota, N Sebe International Journal of Computer Vision 130, 1526-1565, 2022 | 294 | 2022 |
Anomaly Detection in Video via Self-Supervised and Multi-Task Learning MI Georgescu, A Barbalau, RT Ionescu, FS Khan, M Popescu, M Shah IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 12742-12752, 2021 | 276 | 2021 |
Optimizing the Trade-off between Single-Stage and Two-Stage Object Detectors using Image Difficulty Prediction P Soviany, RT Ionescu International Symposium on Symbolic and Numeric Algorithms for Scientific …, 2018 | 275 | 2018 |
Self-supervised predictive convolutional attentive block for anomaly detection NC Ristea, N Madan, RT Ionescu, K Nasrollahi, FS Khan, TB Moeslund, ... IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 13576-13586, 2022 | 161 | 2022 |
Local learning to improve bag of visual words model for facial expression recognition RT Ionescu, MN Popescu, C Grozea Workshop on Challenges in Representation Learning (WREPL), 2013 | 144* | 2013 |
How hard can it be? Estimating the Difficulty of Visual Search in an Image RT Ionescu, B Alexe, M Leordeanu, M Popescu, DP Papadopoulos, ... IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2157-2166, 2016 | 142* | 2016 |
Deep appearance features for abnormal behavior detection in video S Smeureanu, RT Ionescu, M Popescu, B Alexe International Conference on Image Analysis and Processing (ICIAP), 779-789, 2017 | 135 | 2017 |
A Background-Agnostic Framework with Adversarial Training for Abnormal Event Detection in Video MI Georgescu, RT Ionescu, FS Khan, M Popescu, M Shah IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (9), 4505-4523, 2022 | 134 | 2022 |
Detecting abnormal events in video using Narrowed Normality Clusters RT Ionescu, S Smeureanu, M Popescu, B Alexe IEEE Winter Conference on Applications of Computer Vision (WACV), 1951-1960, 2019 | 113 | 2019 |
Automated essay scoring with string kernels and word embeddings M Cozma, AM Butnaru, RT Ionescu Annual Meeting of the Association for Computational Linguistics (ACL), 503-509, 2018 | 113 | 2018 |
Accurate and efficient intracranial hemorrhage detection and subtype classification in 3D CT scans with convolutional and long short-term memory neural networks M Burduja, RT Ionescu, N Verga Sensors 20 (19), 5611, 2020 | 105 | 2020 |
UBnormal: New Benchmark for Supervised Open-Set Video Anomaly Detection A Acsintoae, A Florescu, MI Georgescu, T Mare, P Sumedrea, RT Ionescu, ... IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 20143-20153, 2022 | 99 | 2022 |
Can characters reveal your native language? A language-independent approach to native language identification RT Ionescu, M Popescu, A Cahill 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP …, 2014 | 93 | 2014 |
A report on the third VarDial evaluation campaign M Zampieri, S Malmasi, Y Scherrer, T Samardžic, F Tyers, MP Silfverberg, ... Sixth Workshop on NLP for Similar Languages, Varieties and Dialects (VarDial …, 2019 | 83 | 2019 |
Convolutional Neural Networks with Intermediate Loss for 3D Super-Resolution of CT and MRI Scans MI Georgescu, RT Ionescu, N Verga IEEE Access 8 (1), 49112–49124, 2020 | 63 | 2020 |