Roy, Shuvendu

9 publications

TMLR 2025 Consistency-Guided Asynchronous Contrastive Tuning for Few-Shot Class-Incremental Tuning of Foundation Models Shuvendu Roy, Elham Dolatabadi, Arash Afkanpour, Ali Etemad

AAAI 2025 Prompt Compression with Context-Aware Sentence Encoding for Fast and Improved LLM Inference Barys Liskavets, Maxim Ushakov, Shuvendu Roy, Mark Klibanov, Ali Etemad, Shane K. Luke

TMLR 2025 Task-Agnostic Prompt Compression with Context-Aware Sentence Embedding and Reward-Guided Task Descriptor Barys Liskavets, Shuvendu Roy, Maxim Ushakov, Mark Klibanov, Ali Etemad, Shane K. Luke

TMLR 2024 A Bag of Tricks for Few-Shot Class-Incremental Learning Shuvendu Roy, Chunjong Park, Aldi Fahrezi, Ali Etemad

ICLR 2024 Consistency-Guided Prompt Learning for Vision-Language Models Shuvendu Roy, Ali Etemad

NeurIPSW 2024 Continual Learning of Foundation Models with Limited Labelled Data Shuvendu Roy, Elham Dolatabadi, Arash Afkanpour, Ali Etemad

NeurIPSW 2024 Leveraging Self Weak-Supervision for Improved VLM Performance Shuvendu Roy, Ali Etemad

AAAI 2024 Scaling up Semi-Supervised Learning with Unconstrained Unlabelled Data Shuvendu Roy, Ali Etemad

NeurIPSW 2023 Learning Through Consistency for Prompt Tuning Shuvendu Roy, Ali Etemad