Deblina Bhattacharjee

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 19

Top Topics

Multitask Learning

Image Classification

Structured Sparsity

Top Venues

IEEE Signal Process. Lett.

Comput. Electr. Eng.

Publications

Baran Ozaydin, Tong Zhang, Deblina Bhattacharjee, Sabine Süsstrunk, Mathieu Salzmann
OMH: Structured Sparsity via Optimally Matched Hierarchy for Unsupervised Semantic Segmentation. CoRR (2024)
Ziyang Gong, Fuhao Li, Yupeng Deng, Deblina Bhattacharjee, Xiangwei Zhu, Zhenming Ji
CoDA: Instructive Chain-of-Domain Adaptation with Severity-Aware Visual Prompt Tuning. CoRR (2024)
Deblina Bhattacharjee, Sabine Süsstrunk, Mathieu Salzmann
Dense Multitask Learning to Reconfigure Comics. CoRR (2023)
Deblina Bhattacharjee, Sabine Süsstrunk, Mathieu Salzmann
Vision Transformer Adapters for Generalizable Multitask Learning. ICCV (2023)
Deblina Bhattacharjee, Sabine Süsstrunk, Mathieu Salzmann
Dense Multitask Learning to Reconfigure Comics. CVPR Workshops (2023)
Deblina Bhattacharjee, Sabine Süsstrunk, Mathieu Salzmann
Vision Transformer Adapters for Generalizable Multitask Learning. CoRR (2023)
Deblina Bhattacharjee, Tong Zhang, Sabine Süsstrunk, Mathieu Salzmann
MuIT: An End-to-End Multitask Learning Transformer. CVPR (2022)
Deblina Bhattacharjee, Martin Everaert, Mathieu Salzmann, Sabine Süsstrunk
Estimating Image Depth in the Comics Domain. WACV (2022)
Deblina Bhattacharjee, Tong Zhang, Sabine Süsstrunk, Mathieu Salzmann
MulT: An End-to-End Multitask Learning Transformer. CoRR (2022)
Bahar Aydemir, Deblina Bhattacharjee, Tong Zhang, Seungryong Kim, Mathieu Salzmann, Sabine Süsstrunk
Modeling Object Dissimilarity for Deep Saliency Prediction. Trans. Mach. Learn. Res. 2022 (2022)
Xiaoyu Lin, Deblina Bhattacharjee, Majed El Helou, Sabine Süsstrunk
Fidelity Estimation Improves Noisy-Image Classification With Pretrained Networks. IEEE Signal Process. Lett. 28 (2021)
Deblina Bhattacharjee, Martin Everaert, Mathieu Salzmann, Sabine Süsstrunk
Estimating Image Depth in the Comics Domain. CoRR (2021)
Xiaoyu Lin, Deblina Bhattacharjee, Majed El Helou, Sabine Süsstrunk
Fidelity Estimation Improves Noisy-Image Classification with Pretrained Networks. CoRR (2021)
Bahar Aydemir, Deblina Bhattacharjee, Seungryong Kim, Tong Zhang, Mathieu Salzmann, Sabine Süsstrunk
Modeling Object Dissimilarity for Deep Saliency Prediction. CoRR (2021)
Deblina Bhattacharjee, Seungryong Kim, Guillaume Vizier, Mathieu Salzmann
DUNIT: Detection-Based Unsupervised Image-to-Image Translation. CVPR (2020)
Deblina Bhattacharjee, Anand Paul, Jeong Hong Kim, P. Karthigaikumar
An immersive learning model using evolutionary learning. Comput. Electr. Eng. 65 (2018)
Deblina Bhattacharjee, Anand Paul
A Leukocyte Detection Technique in Blood Smear Images Using Plant Growth Simulation Algorithm. AAAI (2017)
Deblina Bhattacharjee
Evolutionary reinforcement learning based search optimization: student research abstract. SAC (2016)
Deblina Bhattacharjee, Anand Paul
A Hybrid Search Optimization Technique Based on Evolutionary Learning in Plants. ICSI (1) (2016)