Bhalaji Nagarajan

According to our database, Bhalaji Nagarajan authored at least 20 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Decoding class dynamics in learning with noisy labels.

Albert Tatjer, Bhalaji Nagarajan, Ricardo Marques, Petia Radeva

Pattern Recognit. Lett., 2024

Bayesian DivideMix++ for Enhanced Learning with Noisy Labels.

Bhalaji Nagarajan, Ricardo Marques, Eduardo Aguilar, Petia Radeva

Neural Networks, 2024

Precision at Scale: Domain-Specific Datasets On-Demand.

Jesús M. Rodríguez-de-Vera, Imanol G. Estepa, Ignacio Sarasúa, Bhalaji Nagarajan, Petia Radeva

CoRR, 2024

LOFI: LOng-tailed FIne-Grained Network for Food Recognition.

Jesús M. Rodríguez-de-Vera, Imanol G. Estepa, Marc Bolaños, Bhalaji Nagarajan, Petia Radeva

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Deep ensemble-based hard sample mining for food recognition.

Bhalaji Nagarajan, Marc Bolaños, Eduardo Aguilar, Petia Radeva

J. Vis. Commun. Image Represent., September, 2023

ELFIS: Expert Learning for Fine-grained Image Recognition Using Subsets.

Pablo Villacorta, Jesús M. Rodríguez-de-Vera, Marc Bolaños, Ignacio Sarasua, Bhalaji Nagarajan, Petia Radeva

CoRR, 2023

Dining on Details: LLM-Guided Expert Networks for Fine-Grained Food Recognition.

Jesús M. Rodríguez-de-Vera, Pablo Villacorta, Imanol G. Estepa, Marc Bolaños, Ignacio Sarasúa, Bhalaji Nagarajan, Petia Radeva

Proceedings of the 8th International Workshop on Multimedia Assisted Dietary Management, 2023

Good Fences Make Good Neighbours.

Imanol González Estepa, Jesús M. Rodríguez-de-Vera, Bhalaji Nagarajan, Petia Radeva

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

All4One: Symbiotic Neighbour Contrastive Learning via Self-Attention and Redundancy Reduction.

Imanol G. Estepa, Ignacio Sarasúa, Bhalaji Nagarajan, Petia Radeva

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

CCLM: Class-Conditional Label Noise Modelling.

Albert Tatjer, Bhalaji Nagarajan, Ricardo Marques, Petia Radeva

Proceedings of the Pattern Recognition and Image Analysis - 11th Iberian Conference, 2023

2022

Bayesian deep learning for semantic segmentation of food images.

Eduardo Aguilar, Bhalaji Nagarajan, Beatriz Remeseiro, Petia Radeva

Comput. Electr. Eng., 2022

Uncertainty-aware selecting for an ensemble of deep food recognition models.

Eduardo Aguilar, Bhalaji Nagarajan, Petia Radeva

Comput. Biol. Medicine, 2022

Class-conditional Importance Weighting for Deep Learning with Noisy Labels.

Bhalaji Nagarajan, Ricardo Marques, Marcos Mejia, Petia Radeva

Proceedings of the 17th International Joint Conference on Computer Vision, 2022

Learning Multi-Subset of Classes for Fine-Grained Food Recognition.

Javier Ródenas, Bhalaji Nagarajan, Marc Bolaños, Petia Radeva

Proceedings of the 7th International Workshop on Multimedia Assisted Dietary Management, 2022

Hyper-Spectral Imaging for Overlapping Plastic Flakes Segmentation.

Guillem Martinez, Maya Aghaei, Martin Dijkstra, Bhalaji Nagarajan, Femke Jaarsma, Jaap van de Loosdrecht, Petia Radeva, Klaas Dijkstra

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Opt-SSL: An Enhanced Self-Supervised Framework for Food Recognition.

Nil Ballús, Bhalaji Nagarajan, Petia Radeva

Proceedings of the Pattern Recognition and Image Analysis - 10th Iberian Conference, 2022

2020

S2ML-TL Framework for Multi-label Food Recognition.

Bhalaji Nagarajan, Eduardo Aguilar, Petia Radeva

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Uncertainty-Aware Data Augmentation for Food Recognition.

Eduardo Aguilar, Bhalaji Nagarajan, Rupali Khatun, Marc Bolaños, Petia Radeva

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Uncertainty Modeling and Deep Learning Applied to Food Image Analysis.

Eduardo Aguilar, Bhalaji Nagarajan, Rupali Khatun, Marc Bolaños, Petia Radeva

Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020), 2020

2019

Group Emotion Recognition in Adverse Face Detection.

Bhalaji Nagarajan, Venkata Ramana Murthy Oruganti

Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019