Darshan Gera

According to our database, Darshan Gera authored at least 20 papers between 2019 and 2024.

Collaborative distances:

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

2024

Dynamic adaptive threshold based learning for noisy annotations robust facial expression recognition.

Darshan Gera, Bobbili Veerendra Raj Kumar, Badveeti Naveen Siva Kumar, S. Balasubramanian

Multim. Tools Appl., May, 2024

Predictive Analysis of Tuberculosis Treatment Outcomes Using Machine Learning: A Karnataka TB Data Study at a Scale.

SeshaSai Nath Chinagudaba, Darshan Gera, Krishna Kiran Vamsi Dasu, Uma Shankar S, Kiran K, Anil Singarajpure, Shivayogappa. U, Somashekar N, Vineet Kumar Chadda, Sharath B. N

CoRR, 2024

2023

Instance Discrimination Based Robust Training for Facial Expression Recognition Under Noisy Labels.

Vikas G. N, Darshan Gera, S. Balasubramanian

SN Comput. Sci., 2023

Class adaptive threshold and negative class guided noisy annotation robust Facial Expression Recognition.

Darshan Gera, Badveeti Naveen Siva Kumar, Bobbili Veerendra Raj Kumar, S. Balasubramanian

CoRR, 2023

ABAW : Facial Expression Recognition in the wild.

Darshan Gera, Badveeti Naveen Siva Kumar, Bobbili Veerendra Raj Kumar, S. Balasubramanian

CoRR, 2023

Unmasking Your Expression: Expression-Conditioned GAN for Masked Face Inpainting.

Sridhar Sola, Darshan Gera

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Coping with Increased Levels of Label Noise in Facial Expression Recognition.

Badveeti Naveen Siva Kumar, Bobbili Veerendra Raj Kumar, Darshan Gera, S. Balasubramanian

Proceedings of the Computer Vision and Image Processing - 8th International Conference, 2023

2022

CERN: Compact facial expression recognition net.

Darshan Gera, S. Balasubramanian, Anwesh Jami

Pattern Recognit. Lett., 2022

SS-MFAR : Semi-supervised Multi-task Facial Affect Recognition.

Darshan Gera, Badveeti Naveen Siva Kumar, Bobbili Veerendra Raj Kumar, S. Balasubramanian

CoRR, 2022

Masked Student Dataset of Expressions.

Sridhar Sola, Darshan Gera

Proceedings of the Thirteenth Indian Conference on Computer Vision, 2022

Facial Affect Recognition Using Semi-supervised Learning with Adaptive Threshold.

Darshan Gera, Bobbili Veerendra Raj Kumar, Badveeti Naveen Siva Kumar, Balasubramanian Subramanian

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

2021

Landmark guidance independent spatio-channel attention and complementary context information based facial expression recognition.

Darshan Gera, S. Balasubramanian

Pattern Recognit. Lett., 2021

Affect Expression Behaviour Analysis in the Wild using Consensual Collaborative Training.

Darshan Gera, S. Balasubramanian

CoRR, 2021

Consensual Collaborative Training And Knowledge Distillation Based Facial Expression Recognition Under Noisy Annotations.

Darshan Gera, S. Balasubramanian

CoRR, 2021

Imponderous Net for Facial Expression Recognition in the Wild.

Darshan Gera, S. Balasubramanian

CoRR, 2021

Handling ambiguous annotations for facial expression recognition in the wild.

Darshan Gera, Vikas G. N, Balasubramanian S

Proceedings of the ICVGIP '21: Indian Conference on Computer Vision, Graphics and Image Processing, Jodhpur, India, December 19, 2021

Noisy Annotations Robust Consensual Collaborative Affect Expression Recognition.

Darshan Gera, S. Balasubramanian

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

2020

LayerOut: Freezing Layers in Deep Neural Networks.

Kelam Goutam, S. Balasubramanian, Darshan Gera, R. Raghunatha Sarma

SN Comput. Sci., 2020

Affect Expression Behaviour Analysis in the Wild using Spatio-Channel Attention and Complementary Context Information.

Darshan Gera, S. Balasubramanian

CoRR, 2020

2019

RES-SE-NET: Boosting Performance of Resnets by Enhancing Bridge-connections.

Varshaneya V, S. Balasubramanian, Darshan Gera

CoRR, 2019