early exit

Finding the SWEET Spot: Analysis and Improvement of Adaptive Inference in Low Resource Settings ACL 2023 LECO: Improving Early Exiting via Learned Exits and Comparison-based Exiting Mechanism ACL 2023 NEO-KD: Knowledge-Distillation-Based Adversarial Training for Robust Multi-Exit Neural Networks NeurIPS 2023 Predictive Exit: Prediction of Fine-Grained Early Exits for Computation- and Energy-Efficient Inference AAAI 2023 ScaleFL: Resource-Adaptive Federated Learning With Heterogeneous Clients CVPR 2023 SEENN: Towards Temporal Spiking Early Exit Neural Networks NeurIPS 2023 Window-Based Early-Exit Cascades for Uncertainty Estimation: When Deep Ensembles are More Efficient than Single Models ICCV 2023 A Simple Hash-Based Early Exiting Approach For Language Understanding and Generation ACL 2022 Binary Early-Exit Network for Adaptive Inference on Low-Resource Devices Interspeech 2022 Collaboration of Experts: Achieving 80% Top-1 Accuracy on ImageNet with 100M FLOPs ICML 2022 Confident Adaptive Language Modeling NeurIPS 2022 ELMER: A Non-Autoregressive Pre-trained Language Model for Efficient and Effective Text Generation EMNLP 2022 PALBERT: Teaching ALBERT to Ponder NeurIPS 2022 ReX: An Efficient Approach to Reducing Memory Cost in Image Classification AAAI 2022 SkipBERT: Efficient Inference with Shallow Layer Skipping ACL 2022 Accelerating BERT Inference for Sequence Labeling via Early-Exit ACL 2021 A Global Past-Future Early Exit Method for Accelerating Inference of Pre-trained Language Models NAACL 2021 CascadeBERT: Accelerating Inference of Pre-trained Language Models via Calibrated Complete Models Cascade EMNLP 2021 Consistent Accelerated Inference via Confident Adaptive Transformers EMNLP 2021 FrameExit: Conditional Early Exiting for Efficient Video Recognition CVPR 2021 LeeBERT: Learned Early Exit for BERT with cross-level optimization ACL 2021 MOOD: Multi-Level Out-of-Distribution Detection CVPR 2021 Zero Time Waste: Recycling Predictions in Early Exit Neural Networks NeurIPS 2021 BERT Loses Patience: Fast and Robust Inference with Early Exit NeurIPS 2020 DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference ACL 2020