Description
Exit whenever the model is confident enough allowing early exiting from hidden layers
Papers Using This Method
Early Stopping Tabular In-Context Learning2025-06-26Languages in Multilingual Speech Foundation Models Align Both Phonetically and Semantically2025-05-26System-1.5 Reasoning: Traversal in Language and Latent Spaces with Dynamic Shortcuts2025-05-25Performance Control in Early Exiting to Deploy Large Models at the Same Cost of Smaller Ones2024-12-26COSEE: Consistency-Oriented Signal-Based Early Exiting via Calibrated Sample Weighting Mechanism2024-12-17A Stitch in Time Saves Nine: Small VLM is a Precise Guidance for Accelerating Large VLMs2024-12-04Energy-Aware Dynamic Neural Inference2024-11-04BERTer: The Efficient One2024-07-19Tracing Representation Progression: Analyzing and Enhancing Layer-Wise Similarity2024-06-20Predicting Probabilities of Error to Combine Quantization and Early Exiting: QuEE2024-06-20RAEE: A Robust Retrieval-Augmented Early Exiting Framework for Efficient Inference2024-05-24A Comprehensive Survey of Accelerated Generation Techniques in Large Language Models2024-05-15Computational Efficient Width-Wise Early Exiting in Wireless Communication Systems2024-05-06Kangaroo: Lossless Self-Speculative Decoding via Double Early Exiting2024-04-29LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding2024-04-25Efficient Transformer Encoders for Mask2Former-style models2024-04-23Tiny Models are the Computational Saver for Large Models2024-03-26Understanding the Training Speedup from Sampling with Approximate Losses2024-02-10EERO: Early Exit with Reject Option for Efficient Classification with limited budget2024-02-06DE$^3$-BERT: Distance-Enhanced Early Exiting for BERT based on Prototypical Networks2024-02-03