early exit

AdaFormer: Efficient Transformer with Adaptive Token Sparsification for Image Super-resolution AAAI 2024 Adaptive Deep Neural Network Inference Optimization With EENet WACV 2024 An Unsupervised Framework for Adaptive Context-aware Simplified-Traditional Chinese Character Conversion COLING 2024 CapEEN: Image Captioning with Early Exits and Knowledge Distillation EMNLP 2024 CeeBERT: Cross-Domain Inference in Early Exit BERT ACL 2024 DAdEE: Unsupervised Domain Adaptation in Early Exit PLMs EMNLP 2024 DAISY: Data Adaptive Self-Supervised Early Exit for Speech Representation Models Interspeech 2024 DeeR-VLA: Dynamic Inference of Multimodal Large Language Models for Efficient Robot Execution NeurIPS 2024 EE-LLM: Large-Scale Training and Inference of Early-Exit Large Language Models with 3D Parallelism ICML 2024 FFN-SkipLLM: A Hidden Gem for Autoregressive Decoding with Adaptive Feed Forward Skipping EMNLP 2024 HuBERT-EE: Early Exiting HuBERT for Efficient Speech Recognition Interspeech 2024 Jump to Conclusions: Short-Cutting Transformers with Linear Transformations COLING 2024 LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding ACL 2024 LoRAExit: Empowering Dynamic Modulation of LLMs in Resource-limited Settings using Low-rank Adapters EMNLP 2024 Normalized Narrow Jump To Conclusions: Normalized Narrow Shortcuts for Parameter Efficient Early Exit Transformer Prediction EMNLP 2024 Recurrent Early Exits for Federated Learning with Heterogeneous Clients ICML 2024 RISE: Robust Early-exiting Internal Classifiers for Suicide Risk Evaluation COLING 2024 TinyTTA: Efficient Test-time Adaptation via Early-exit Ensembles on Edge Devices NeurIPS 2024 USDN: A Unified Sample-Wise Dynamic Network With Mixed-Precision and Early-Exit WACV 2024 A Survey on Dynamic Neural Networks for Natural Language Processing EACL 2023 Boosted Dynamic Neural Networks AAAI 2023 Dynamic Token Pruning in Plain Vision Transformers for Semantic Segmentation ICCV 2023 Dynamic Transformers Provide a False Sense of Efficiency ACL 2023 Early Exit with Disentangled Representation and Equiangular Tight Frame ACL 2023 FIANCEE: Faster Inference of Adversarial Networks via Conditional Early Exits CVPR 2023