Shuvendu Roy

35 papers A* 3B 4C 1Misc 1Journal 25Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Shared Encoder Approach to Multimodal Representation Learning.
CoRR
Shuvendu Roy, Franklin Ogidi, Ali Etemad, Elham Dolatabadi, Arash Afkanpour
2025 — conf
Advancing Medical Representation Learning Through High-Quality Data.
MICCAI (13)
Negin Baghbanzadeh, Adibvafa Fallahpour, Yasaman Parhizkar, Franklin Ogidi, Shuvendu Roy, Sajad Ashkezari, Vahid Reza Khazaie, Michael Colacci, Ali Etemad, Arash Afkanpour, Elham Dolatabadi
2025 J jnl
Advancing Medical Representation Learning Through High-Quality Data.
CoRR
Negin Baghbanzadeh, Adibvafa Fallahpour, Yasaman Parhizkar, Franklin Ogidi, Shuvendu Roy, Sajad Ashkezari, Vahid Reza Khazaie, Michael Colacci, Ali Etemad, Arash Afkanpour, Elham Dolatabadi
2025 J jnl
Consistency-Guided Asynchronous Contrastive Tuning for Few-Shot Class-Incremental Tuning of Foundation Models.
Trans. Mach. Learn. Res.
Shuvendu Roy, Elham Dolatabadi, Arash Afkanpour, Ali Etemad
2025 J jnl
Exploring the Boundaries of Semi-Supervised Facial Expression Recognition Using In-Distribution, Out-of-Distribution, and Unconstrained Data.
IEEE Trans. Affect. Comput.
Shuvendu Roy, Ali Etemad
2025 J jnl
Impact of Strategic Sampling and Supervision Policies on Semi-Supervised Learning.
IEEE Trans. Emerg. Top. Comput. Intell.
Shuvendu Roy, Ali Etemad
2025 A* conf
Prompt Compression with Context-Aware Sentence Encoding for Fast and Improved LLM Inference.
AAAI
Barys Liskavets, Maxim Ushakov, Shuvendu Roy, Mark Klibanov, Ali Etemad, Shane K. Luke
2025 J jnl
SelfPrompt: Confidence-Aware Semi-Supervised Tuning for Robust Vision-Language Model Adaptation.
CoRR
Shuvendu Roy, Ali Etemad
2025 J jnl
Task-agnostic Prompt Compression with Context-aware Sentence Embedding and Reward-guided Task Descriptor.
CoRR
Barys Liskavets, Shuvendu Roy, Maxim Ushakov, Mark Klibanov, Ali Etemad, Shane Luke
2025 J jnl
Task-agnostic Prompt Compression with Context-aware Sentence Embedding and Reward-guided Task Descriptor.
Trans. Mach. Learn. Res.
Barys Liskavets, Shuvendu Roy, Maxim Ushakov, Mark Klibanov, Ali Etemad, Shane K. Luke
2025 J jnl
You Need Reasoning to Learn Reasoning: The Limitations of Label-Free RL in Weak Base Models.
CoRR
Shuvendu Roy, Hossein Hajimirsadeghi, Mengyao Zhai, Golnoosh Samei
2024 J jnl
A Bag of Tricks for Few-Shot Class-Incremental Learning.
CoRR
Shuvendu Roy, Chunjong Park, Aldi Fahrezi, Ali Etemad
2024 J jnl
A Bag of Tricks for Few-Shot Class-Incremental Learning.
Trans. Mach. Learn. Res.
Shuvendu Roy, Chunjong Park, Aldi Fahrezi, Ali Etemad
2024 J jnl
Benchmarking Vision-Language Contrastive Methods for Medical Representation Learning.
CoRR
Shuvendu Roy, Yasaman Parhizkar, Franklin Ogidi, Vahid Reza Khazaie, Michael Colacci, Ali Etemad, Elham Dolatabadi, Arash Afkanpour
2024 A* conf
Consistency-guided Prompt Learning for Vision-Language Models.
ICLR
Shuvendu Roy, Ali Etemad
2024 J jnl
Contrastive Learning of View-invariant Representations for Facial Expressions Recognition.
ACM Trans. Multim. Comput. Commun. Appl.
Shuvendu Roy, Ali Etemad
2024 J jnl
Few-shot Tuning of Foundation Models for Class-incremental Learning.
CoRR
Shuvendu Roy, Elham Dolatabadi, Arash Afkanpour, Ali Etemad
2024 J jnl
Prompt Compression with Context-Aware Sentence Encoding for Fast and Improved LLM Inference.
CoRR
Barys Liskavets, Maxim Ushakov, Shuvendu Roy, Mark Klibanov, Ali Etemad, Shane Luke
2024 A* conf
Scaling Up Semi-supervised Learning with Unconstrained Unlabelled Data.
AAAI
Shuvendu Roy, Ali Etemad
2023 B conf
Active Learning with Contrastive Pre-training for Facial Expression Recognition.
ACII
Shuvendu Roy, Ali Etemad
2023 J jnl
Active Learning with Contrastive Pre-training for Facial Expression Recognition.
CoRR
Shuvendu Roy, Ali Etemad
2023 J jnl
Consistency-guided Prompt Learning for Vision-Language Models.
CoRR
Shuvendu Roy, Ali Etemad
2023 J jnl
Contrastive Learning of View-Invariant Representations for Facial Expressions Recognition.
CoRR
Shuvendu Roy, Ali Etemad
2023 J jnl
Exploring the Boundaries of Semi-Supervised Facial Expression Recognition: Learning from In-Distribution, Out-of-Distribution, and Unconstrained Data.
CoRR
Shuvendu Roy, Ali Etemad
2023 J jnl
Scaling Up Semi-supervised Learning with Unconstrained Unlabelled Data.
CoRR
Shuvendu Roy, Ali Etemad
2023 Misc conf
Temporal Contrastive Learning with Curriculum.
ICASSP
Shuvendu Roy, Ali Etemad
2022 B conf
Analysis of Semi-Supervised Methods for Facial Expression Recognition.
ACII
Shuvendu Roy, Ali Etemad
2022 J jnl
Analysis of Semi-Supervised Methods for Facial Expression Recognition.
CoRR
Shuvendu Roy, Ali Etemad
2022 J jnl
Impact of Labelled Set Selection and Supervision Policies on Semi-supervised Learning.
CoRR
Shuvendu Roy, Ali Etemad
2022 J jnl
Temporal Contrastive Learning with Curriculum.
CoRR
Shuvendu Roy, Ali Etemad
2021 B conf
Self-supervised Contrastive Learning of Multi-view Facial Expressions.
ICMI
Shuvendu Roy, Ali Etemad
2021 J jnl
Self-supervised Contrastive Learning of Multi-view Facial Expressions.
CoRR
Shuvendu Roy, Ali Etemad
2021 B conf
Spatiotemporal Contrastive Learning of Facial Expressions in Videos.
ACII
Shuvendu Roy, Ali Etemad
2021 J jnl
Spatiotemporal Contrastive Learning of Facial Expressions in Videos.
CoRR
Shuvendu Roy, Ali Etemad
2019 C conf
Human Age Prediction from Facial Image Using Transfer Learning in Deep Convolutional Neural Networks.
IJCCI
M. A. H. Akhand, Md. Ijaj Sayim, Shuvendu Roy, Nazmul H. Siddique