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

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
Neural Model Reprogramming with Similarity Based Mapping for Low-Resource Spoken Command Recognition INTERSPEECH 2023
Parameter-Efficient Tuning with Special Token Adaptation EACL 2023
Overcoming Concept Shift in Domain-Aware Settings through Consolidated Internal Distributions AAAI 2023
Fair Generative Models via Transfer Learning AAAI 2023
Contrastive Model Adaptation for Cross-Condition Robustness in Semantic Segmentation ICCV 2023
Model Adaptive Tooth Segmentation MIDL 2023
Neural Priming for Sample-Efficient Adaptation NIPS 2023
Adapting an Unadaptable ASR System INTERSPEECH 2023
HiFi: High-Information Attention Heads Hold for Parameter-Efficient Model Adaptation ACL 2023
Mini-Model Adaptation: Efficiently Extending Pretrained Models to New Languages via Aligned Shallow Training ACL 2023
Efficient Adaptation of Spoken Language Understanding based on End-to-End Automatic Speech Recognition INTERSPEECH 2023
Towards Better Stability and Adaptability: Improve Online Self-Training for Model Adaptation in Semantic Segmentation CVPR 2023
DiffFit: Unlocking Transferability of Large Diffusion Models via Simple Parameter-efficient Fine-Tuning ICCV 2023
RDumb: A simple approach that questions our progress in continual test-time adaptation NIPS 2023
Your representations are in the network: composable and parallel adaptation for large scale models NIPS 2023
Rapid Model Architecture Adaption for Meta-Learning NIPS 2022
Decoupled Federated Learning for ASR with Non-IID Data INTERSPEECH 2022
Adapting Coreference Resolution Models through Active Learning ACL 2022
Match the Script, Adapt if Multilingual: Analyzing the Effect of Multilingual Pretraining on Cross-lingual Transferability ACL 2022
LiteVL: Efficient Video-Language Learning with Enhanced Spatial-Temporal Modeling EMNLP 2022
Adaptor: Objective-Centric Adaptation Framework for Language Models ACL 2022
Hidden State Variability of Pretrained Language Models Can Guide Computation Reduction for Transfer Learning EMNLP 2022
Adaptive multilingual speech recognition with pretrained models INTERSPEECH 2022