Shuvendu Roy

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 22

Top Topics

Active Learning

Facial Expression Recognition

Invariant Representations

Convolutional Neural Networks

Top Venues

ACM Trans. Multim. Comput. Commun. Appl.

Publications

Shuvendu Roy, Ali Etemad
Scaling Up Semi-supervised Learning with Unconstrained Unlabelled Data. AAAI (2024)
Shuvendu Roy, Ali Etemad
Contrastive Learning of View-invariant Representations for Facial Expressions Recognition. ACM Trans. Multim. Comput. Commun. Appl. 20 (4) (2024)
Shuvendu Roy, Chunjong Park, Aldi Fahrezi, Ali Etemad
A Bag of Tricks for Few-Shot Class-Incremental Learning. CoRR (2024)
Shuvendu Roy, Elham Dolatabadi, Arash Afkanpour, Ali Etemad
Few-shot Tuning of Foundation Models for Class-incremental Learning. CoRR (2024)
Shuvendu Roy, Ali Etemad
Consistency-guided Prompt Learning for Vision-Language Models. ICLR (2024)
Shuvendu Roy, Yasaman Parhizkar, Franklin Ogidi, Vahid Reza Khazaie, Michael Colacci, Ali Etemad, Elham Dolatabadi, Arash Afkanpour
Benchmarking Vision-Language Contrastive Methods for Medical Representation Learning. CoRR (2024)
Shuvendu Roy, Ali Etemad
Scaling Up Semi-supervised Learning with Unconstrained Unlabelled Data. CoRR (2023)
Shuvendu Roy, Ali Etemad
Temporal Contrastive Learning with Curriculum. ICASSP (2023)
Shuvendu Roy, Ali Etemad
Contrastive Learning of View-Invariant Representations for Facial Expressions Recognition. CoRR (2023)
Shuvendu Roy, Ali Etemad
Consistency-guided Prompt Learning for Vision-Language Models. CoRR (2023)
Shuvendu Roy, Ali Etemad
Active Learning with Contrastive Pre-training for Facial Expression Recognition. CoRR (2023)
Shuvendu Roy, Ali Etemad
Exploring the Boundaries of Semi-Supervised Facial Expression Recognition: Learning from In-Distribution, Out-of-Distribution, and Unconstrained Data. CoRR (2023)
Shuvendu Roy, Ali Etemad
Active Learning with Contrastive Pre-training for Facial Expression Recognition. ACII (2023)
Shuvendu Roy, Ali Etemad
Analysis of Semi-Supervised Methods for Facial Expression Recognition. ACII (2022)
Shuvendu Roy, Ali Etemad
Impact of Labelled Set Selection and Supervision Policies on Semi-supervised Learning. CoRR (2022)
Shuvendu Roy, Ali Etemad
Analysis of Semi-Supervised Methods for Facial Expression Recognition. CoRR (2022)
Shuvendu Roy, Ali Etemad
Temporal Contrastive Learning with Curriculum. CoRR (2022)
Shuvendu Roy, Ali Etemad
Self-supervised Contrastive Learning of Multi-view Facial Expressions. CoRR (2021)
Shuvendu Roy, Ali Etemad
Self-supervised Contrastive Learning of Multi-view Facial Expressions. ICMI (2021)
Shuvendu Roy, Ali Etemad
Spatiotemporal Contrastive Learning of Facial Expressions in Videos. ACII (2021)
Shuvendu Roy, Ali Etemad
Spatiotemporal Contrastive Learning of Facial Expressions in Videos. CoRR (2021)
M. A. H. Akhand, Md. Ijaj Sayim, Shuvendu Roy, Nazmul H. Siddique
Human Age Prediction from Facial Image Using Transfer Learning in Deep Convolutional Neural Networks. IJCCI (2019)