model adaptation

Sensitivity-Aware Visual Parameter-Efficient Fine-Tuning ICCV 2023 Text-only domain adaptation for end-to-end ASR using integrated text-to-mel-spectrogram generator Interspeech 2023 Towards Better Stability and Adaptability: Improve Online Self-Training for Model Adaptation in Semantic Segmentation CVPR 2023 Trade-Off Between Robustness and Accuracy of Vision Transformers CVPR 2023 Your representations are in the network: composable and parallel adaptation for large scale models NeurIPS 2023 Adapting Coreference Resolution Models through Active Learning ACL 2022 Adaptive multilingual speech recognition with pretrained models Interspeech 2022 Adaptor: Objective-Centric Adaptation Framework for Language Models ACL 2022 Decoupled Federated Learning for ASR with Non-IID Data Interspeech 2022 Hidden State Variability of Pretrained Language Models Can Guide Computation Reduction for Transfer Learning EMNLP 2022 LiteVL: Efficient Video-Language Learning with Enhanced Spatial-Temporal Modeling EMNLP 2022 Match the Script, Adapt if Multilingual: Analyzing the Effect of Multilingual Pretraining on Cross-lingual Transferability ACL 2022 Rapid Model Architecture Adaption for Meta-Learning NeurIPS 2022 Recent Advances in Concept Drift Adaptation Methods for Deep Learning IJCAI 2022 Zero-Shot Text Classification with Self-Training EMNLP 2022 AdaXpert: Adapting Neural Architecture for Growing Data ICML 2021 Adjunct-Emeritus Distillation for Semi-Supervised Language Model Adaptation Interspeech 2021 Dynamic Transfer for Multi-Source Domain Adaptation CVPR 2021 Learning Unsupervised Metaformer for Anomaly Detection ICCV 2021 Lexical Modeling of ASR Errors for Robust Speech Translation Interspeech 2021 MetaSCI: Scalable and Adaptive Reconstruction for Video Compressive Sensing CVPR 2021 Mistify: Automating DNN Model Porting for On-Device Inference at the Edge NSDI 2021 Model Adaptation: Historical Contrastive Learning for Unsupervised Domain Adaptation without Source Data NeurIPS 2021 Overfitting for Fun and Profit: Instance-Adaptive Data Compression ICLR 2021 Real-Time Video Inference on Edge Devices via Adaptive Model Streaming ICCV 2021