Efficient Computing

Representation and Generation of Machine Learning Test Functions EACL 2024 Repurformer: Transformers for Repurposing-Aware Molecule Generation ACL 2024 Reservoir Computing for Short High-Dimensional Time Series: an Application to SARS-CoV-2 Hospitalization Forecast ICML 2024 Reshape and Adapt for Output Quantization (RAOQ): Quantization-aware Training for In-memory Computing Systems ICML 2024 Reshape Dimensions Network for Speaker Recognition Interspeech 2024 Residual Dropout: A Simple Approach to Improve Transformer’s Data Efficiency COLING 2024 Resource-Efficient Neural Networks for Embedded Systems JMLR 2024 Resource-Efficient Speech Quality Prediction through Quantization Aware Training and Binary Activation Maps Interspeech 2024 Resource-Efficient Transformer Pruning for Finetuning of Large Models CVPR 2024 REST: Efficient and Accelerated EEG Seizure Analysis through Residual State Updates ICML 2024 Retaining Key Information under High Compression Ratios: Query-Guided Compressor for LLMs ACL 2024 RETAIN: Interactive Tool for Regression Testing Guided LLM Migration EMNLP 2024 Rethinking Channel Dimensions to Isolate Outliers for Low-bit Weight Quantization of Large Language Models ICLR 2024 Rethinking Imbalance in Image Super-Resolution for Efficient Inference NeurIPS 2024 Rethinking Memory and Communication Costs for Efficient Data Parallel Training of Large Language Models NeurIPS 2024 Rethinking the Up-Sampling Operations in CNN-based Generative Network for Generalizable Deepfake Detection CVPR 2024 Rethinking Token Reduction for State Space Models EMNLP 2024 Retraining-Free Model Quantization via One-Shot Weight-Coupling Learning CVPR 2024 Retrieval Augmented Generation or Long-Context LLMs? A Comprehensive Study and Hybrid Approach EMNLP 2024 Retrospective for the Dynamic Sensorium Competition for predicting large-scale mouse primary visual cortex activity from videos NeurIPS 2024 Revealing the Dark Secrets of Extremely Large Kernel ConvNets on Robustness ICML 2024 Reverie: Low Pass Filter-Based Switch Buffer Sharing for Datacenters with RDMA and TCP Traffic NSDI 2024 Revisiting Adversarial Training at Scale CVPR 2024 Revisiting Congestion Control for Lossless Ethernet NSDI 2024 Revisiting Ensembling in One-Shot Federated Learning NeurIPS 2024