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pretrained encoder

30 papers

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transfer learning (7) self-supervised learning (4) dependency parsing (3) named entity recognition (3) few-shot learning (3) zero-shot learning (3) representation learning (3) image encoder (2) neural network (2) speech encoder (2)

Papers

Dataset Distillation via Knowledge Distillation: Towards Efficient Self-Supervised Pre-training of Deep Networks ICLR 2025 Task-Aware Clustering for Prompting Vision-Language Models CVPR 2025 AIMA at SemEval-2024 Task 10: History-Based Emotion Recognition in Hindi-English Code-Mixed Conversations SemEval 2024 Balanced Data, Imbalanced Spectra: Unveiling Class Disparities with Spectral Imbalance ICML 2024 Data-Efficient Multimodal Fusion on a Single GPU CVPR 2024 EpLSA: Synergy of Expert-prefix Mixtures and Task-Oriented Latent Space Adaptation for Diverse Generative Reasoning COLING 2024 Generate Universal Adversarial Perturbations for Few-Shot Learning NeurIPS 2024 Image Matters: A New Dataset and Empirical Study for Multimodal Hyperbole Detection COLING 2024 Unveiling the Role of Pretraining in Direct Speech Translation EMNLP 2024 Detecting Backdoors in Pre-Trained Encoders CVPR 2023 Discrete Key-Value Bottleneck ICML 2023 Downstream-agnostic Adversarial Examples ICCV 2023 Leveraging Pretrained ASR Encoders for Effective and Efficient End-to-End Speech Intent Classification and Slot Filling Interspeech 2023 Pre-training Intent-Aware Encoders for Zero- and Few-Shot Intent Classification EMNLP 2023 Retrieval-augmented Image Captioning EACL 2023 A Comparative Study of Pre-trained Encoders for Low-Resource Named Entity Recognition ACL 2022 Bernice: A Multilingual Pre-trained Encoder for Twitter EMNLP 2022 MANTIS at TSAR-2022 Shared Task: Improved Unsupervised Lexical Simplification with Pretrained Encoders EMNLP 2022 Pre-Trained Image Encoder for Generalizable Visual Reinforcement Learning NeurIPS 2022 When to Use Multi-Task Learning vs Intermediate Fine-Tuning for Pre-Trained Encoder Transfer Learning ACL 2022 Multilingual Neural Semantic Parsing for Low-Resourced Languages ACL 2021 PnG BERT: Augmented BERT on Phonemes and Graphemes for Neural TTS Interspeech 2021 Lexical Simplification with Pretrained Encoders AAAI 2020 Parsing as Pretraining AAAI 2020 Revisiting Higher-Order Dependency Parsers ACL 2020