Efficient Computing

Neural operators meet conjugate gradients: The FCG-NO method for efficient PDE solving ICML 2024 NeuralPlane: An Efficiently Parallelizable Platform for Fixed-wing Aircraft Control with Reinforcement Learning NeurIPS 2024 Neural Rate Control for Learned Video Compression ICLR 2024 Neural Super-Resolution for Real-time Rendering with Radiance Demodulation CVPR 2024 Neural Video Compression with Feature Modulation CVPR 2024 Neurocache: Efficient Vector Retrieval for Long-range Language Modeling NAACL 2024 Neuromorphic Keyword Spotting with Pulse Density Modulation MEMS Microphones Interspeech 2024 NeurRev: Train Better Sparse Neural Network Practically via Neuron Revitalization ICLR 2024 Never Train from Scratch: Fair Comparison of Long-Sequence Models Requires Data-Driven Priors ICLR 2024 Nickel and Diming Your GAN: A Dual-Method Approach to Enhancing GAN Efficiency via Knowledge Distillation ECCV 2024 NLoPT: N-gram Enhanced Low-Rank Task Adaptive Pre-training for Efficient Language Model Adaption COLING 2024 NN-Defined Modulator: Reconfigurable and Portable Software Modulator on IoT Gateways NSDI 2024 nnScaler: Constraint-Guided Parallelization Plan Generation for Deep Learning Training OSDI 2024 NoMAD-Attention: Efficient LLM Inference on CPUs Through Multiply-add-free Attention NeurIPS 2024 Nonparametric Teaching of Implicit Neural Representations ICML 2024 No-Reference Speech Intelligibility Prediction Leveraging a Noisy-Speech ASR Pre-Trained Model Interspeech 2024 Norm Tweaking: High-Performance Low-Bit Quantization of Large Language Models AAAI 2024 Not All Experts are Equal: Efficient Expert Pruning and Skipping for Mixture-of-Experts Large Language Models ACL 2024 Not Everything is All You Need: Toward Low-Redundant Optimization for Large Language Model Alignment EMNLP 2024 Novel Spectral Algorithms for the Partial Credit Model ICML 2024 Nuclear Fusion Diamond Polishing Dataset NeurIPS 2024 NVRC: Neural Video Representation Compression NeurIPS 2024 On Adversarial Training without Perturbing all Examples ICLR 2024 Once for Both: Single Stage of Importance and Sparsity Search for Vision Transformer Compression CVPR 2024 On Efficient and Statistical Quality Estimation for Data Annotation ACL 2024