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transfer learning

5449 papers

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domain adaptation (4595) text classification (6793) representation learning (6206) few-shot learning (3398) multi-task learning (2575) language model (4599) low-resource language (2273) zero-shot learning (3650) knowledge distillation (3725) large language model (13587)

Papers

EmailSum: Abstractive Email Thread Summarization ACL 2021
On the Effectiveness of Adapter-based Tuning for Pretrained Language Model Adaptation ACL 2021
Low Resource ASR: The Surprising Effectiveness of High Resource Transliteration INTERSPEECH 2021
SemEval-2021 Task 10: Source-Free Domain Adaptation for Semantic Processing ACL 2021
Transferring Knowledge from Vision to Language: How to Achieve it and how to Measure it? EMNLP 2021
Latent Skill Planning for Exploration and Transfer ICLR 2021
A Theory of Multiple-Source Adaptation with Limited Target Labeled Data AISTATS 2021
Transfer Learning via Optimal Transportation for Integrative Cancer Patient Stratification IJCAI 2021
Adapting High-resource NMT Models to Translate Low-resource Related Languages without Parallel Data ACL 2021
Multimodal Speech Summarization Through Semantic Concept Learning INTERSPEECH 2021
Investigating Deep Neural Structures and their Interpretability in the Domain of Voice Conversion INTERSPEECH 2021
Classification of COVID-19 from Cough Using Autoregressive Predictive Coding Pretraining and Spectral Data Augmentation INTERSPEECH 2021
Do Sound Event Representations Generalize to Other Audio Tasks? A Case Study in Audio Transfer Learning INTERSPEECH 2021
Best of Both Worlds: Robust Accented Speech Recognition with Adversarial Transfer Learning INTERSPEECH 2021
Learning without Knowing: Unobserved Context in Continuous Transfer Reinforcement Learning L4DC 2021
Multi-Level Transfer Learning from Near-Field to Far-Field Speaker Verification INTERSPEECH 2021
Golos: Russian Dataset for Speech Research INTERSPEECH 2021
Investigation of IMU&Elevoc Submission for the Short-Duration Speaker Verification Challenge 2021 INTERSPEECH 2021
Audiovisual Transfer Learning for Audio Tagging and Sound Event Detection INTERSPEECH 2021
Non-Intrusive Speech Quality Assessment with Transfer Learning and Subject-Specific Scaling INTERSPEECH 2021
Direct Multimodal Few-Shot Learning of Speech and Images INTERSPEECH 2021
Spoken ObjectNet: A Bias-Controlled Spoken Caption Dataset INTERSPEECH 2021
Few-Shot Keyword Spotting in Any Language INTERSPEECH 2021
Deep Feature Transfer Learning for Automatic Pronunciation Assessment INTERSPEECH 2021
SpeakerStew: Scaling to Many Languages with a Triaged Multilingual Text-Dependent and Text-Independent Speaker Verification System INTERSPEECH 2021