Efficient Computing

Dynamic Memory Compression: Retrofitting LLMs for Accelerated Inference ICML 2024 Dynamic Sparse Training with Structured Sparsity ICLR 2024 Dynamic Token-Pass Transformers for Semantic Segmentation WACV 2024 Dynamic Tuning Towards Parameter and Inference Efficiency for ViT Adaptation NeurIPS 2024 DynaMo: Accelerating Language Model Inference with Dynamic Multi-Token Sampling NAACL 2024 DεpS: Delayed ε-Shrinking for Faster Once-For-All Training ECCV 2024 E$^2$GAN: Efficient Training of Efficient GANs for Image-to-Image Translation ICML 2024 E2ENet: Dynamic Sparse Feature Fusion for Accurate and Efficient 3D Medical Image Segmentation NeurIPS 2024 E2-LLM: Efficient and Extreme Length Extension of Large Language Models ACL 2024 EAGLE-2: Faster Inference of Language Models with Dynamic Draft Trees EMNLP 2024 EAGLE: Speculative Sampling Requires Rethinking Feature Uncertainty ICML 2024 Early Time Classification with Accumulated Accuracy Gap Control ICML 2024 EAT: Self-Supervised Pre-Training with Efficient Audio Transformer IJCAI 2024 EAVE: Efficient Product Attribute Value Extraction via Lightweight Sparse-layer Interaction EMNLP 2024 ECCO: Can We Improve Model-Generated Code Efficiency Without Sacrificing Functional Correctness? EMNLP 2024 ECLIPSE: Efficient Continual Learning in Panoptic Segmentation with Visual Prompt Tuning CVPR 2024 ECoFLaP: Efficient Coarse-to-Fine Layer-Wise Pruning for Vision-Language Models ICLR 2024 EC-SNN: Splitting Deep Spiking Neural Networks for Edge Devices IJCAI 2024 Edged based audio-visual speech enhancement demonstrator Interspeech 2024 ED-sKWS: Early-Decision Spiking Neural Networks for Rapid, and Energy-Efficient Keyword Spotting Interspeech 2024 EDT: An Efficient Diffusion Transformer Framework Inspired by Human-like Sketching NeurIPS 2024 EEE-QA: Exploring Effective and Efficient Question-Answer Representations COLING 2024 EE-LLM: Large-Scale Training and Inference of Early-Exit Large Language Models with 3D Parallelism ICML 2024 Effective Data Distillation for Tabular Datasets (Student Abstract) AAAI 2024 Effective pruning of web-scale datasets based on complexity of concept clusters ICLR 2024