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Papers
AA-CLIP: Enhancing Zero-Shot Anomaly Detection via Anomaly-Aware CLIP
CVPR 2025
Gamma-Guard: Lightweight Residual Adapters for Robust Guardrails in Large Language Models
EMNLP 2025
Parameter-efficient Fine-tuning of Conformer-based Streaming Speech Recognition into Non-streaming Models
Interspeech 2025
AdaRA: Adaptive Rank Allocation of Residual Adapters for Speech Foundation Model
Interspeech 2024
Efficient Speaker Embedding Extraction Using a Twofold Sliding Window Algorithm for Speaker Diarization
Interspeech 2024
Shared-Adapters: A Novel Transformer-based Parameter Efficient Transfer Learning Approach For Children’s Automatic Speech Recognition
Interspeech 2024
Differentially Private Adapters for Parameter Efficient Acoustic Modeling
Interspeech 2023
Don’t Stop Self-Supervision: Accent Adaptation of Speech Representations via Residual Adapters
Interspeech 2023
Parameter-Efficient Learning for Text-to-Speech Accent Adaptation
Interspeech 2023
DRAFT: A Novel Framework to Reduce Domain Shifting in Self-supervised Learning and Its Application to Children’s ASR
Interspeech 2022
Continual Learning in Task-Oriented Dialogue Systems
EMNLP 2021
Residual Adapters for Parameter-Efficient ASR Adaptation to Atypical and Accented Speech
EMNLP 2021
A Study of Residual Adapters for Multi-Domain Neural Machine Translation
EMNLP 2020
Learning multiple visual domains with residual adapters
NeurIPS 2017