conftrace_

model adaptation

174 papers

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Co-occurring keywords

transfer learning (5449) domain adaptation (4595) parameter-efficient fine-tuning (736) model compression (3302) low-rank adaptation (560) large language model (13587) foundation model (735) automatic speech recognition (1774) knowledge distillation (3725) parameter efficient (173)

Papers

Recent Advances in Concept Drift Adaptation Methods for Deep Learning IJCAI 2022
Zero-Shot Text Classification with Self-Training EMNLP 2022
Uncertainty Reduction for Model Adaptation in Semantic Segmentation CVPR 2021
Real-Time Video Inference on Edge Devices via Adaptive Model Streaming ICCV 2021
Unsupervised Bayesian Adaptation of PLDA for Speaker Verification INTERSPEECH 2021
Lexical Modeling of ASR Errors for Robust Speech Translation INTERSPEECH 2021
Mistify: Automating DNN Model Porting for On-Device Inference at the Edge NSDI 2021
SemEval-2021 Task 10: Source-Free Domain Adaptation for Semantic Processing IJCNLP 2021
MetaSCI: Scalable and Adaptive Reconstruction for Video Compressive Sensing CVPR 2021
Tune in: The AFRL WMT21 News-Translation Systems EMNLP 2021
Dynamic Transfer for Multi-Source Domain Adaptation CVPR 2021
Transitional Adaptation of Pretrained Models for Visual Storytelling CVPR 2021
Adjunct-Emeritus Distillation for Semi-Supervised Language Model Adaptation INTERSPEECH 2021
Model Adaptation: Historical Contrastive Learning for Unsupervised Domain Adaptation without Source Data NIPS 2021
AdaXpert: Adapting Neural Architecture for Growing Data ICML 2021
Learning Unsupervised Metaformer for Anomaly Detection ICCV 2021
Few-shot Image Generation with Elastic Weight Consolidation NIPS 2020
DARTS-ASR: Differentiable Architecture Search for Multilingual Speech Recognition and Adaptation INTERSPEECH 2020
Camera On-Boarding for Person Re-Identification Using Hypothesis Transfer Learning CVPR 2020
Supervised Adaptation of Sequence-to-Sequence Speech Recognition Systems using Batch-Weighting AACL 2020
On the Interplay Between Fine-tuning and Sentence-Level Probing for Linguistic Knowledge in Pre-Trained Transformers EMNLP 2020
AutoSpeech 2020: The Second Automated Machine Learning Challenge for Speech Classification INTERSPEECH 2020
Real-Time Object Tracking via Meta-Learning: Efficient Model Adaptation and One-Shot Channel Pruning AAAI 2020
Generalizing Hand Segmentation in Egocentric Videos With Uncertainty-Guided Model Adaptation CVPR 2020
AdapterHub: A Framework for Adapting Transformers EMNLP 2020