Efficient Computing

Fast yet Safe: Early-Exiting with Risk Control NeurIPS 2024 Favi-Score: A Measure for Favoritism in Automated Preference Ratings for Generative AI Evaluation ACL 2024 FedBAT: Communication-Efficient Federated Learning via Learnable Binarization ICML 2024 Federated Prompt Learning for Weather Foundation Models on Devices IJCAI 2024 FedLMT: Tackling System Heterogeneity of Federated Learning via Low-Rank Model Training with Theoretical Guarantees ICML 2024 FedLPS: Heterogeneous Federated Learning for Multiple Tasks with Local Parameter Sharing AAAI 2024 FedMBridge: Bridgeable Multimodal Federated Learning ICML 2024 Fed-QSSL: A Framework for Personalized Federated Learning under Bitwidth and Data Heterogeneity AAAI 2024 FedTSA: A Cluster-based Two-Stage Aggregation Method for Model-heterogeneous Federated Learning ECCV 2024 Feed-Forward Latent Domain Adaptation WACV 2024 Fetch and Forge: Efficient Dataset Condensation for Object Detection NeurIPS 2024 Finding Lottery Tickets in Vision Models via Data-driven Spectral Foresight Pruning CVPR 2024 Find-the-Common: A Benchmark for Explaining Visual Patterns from Images COLING 2024 Fine-Grained Causal Dynamics Learning with Quantization for Improving Robustness in Reinforcement Learning ICML 2024 Finite Smoothing Algorithm for High-Dimensional Support Vector Machines and Quantile Regression ICML 2024 Finite Volume Informed Graph Neural Network for Myocardial Perfusion Simulation MIDL 2024 Fisher Information-based Efficient Curriculum Federated Learning with Large Language Models EMNLP 2024 Fishing for Magikarp: Automatically Detecting Under-trained Tokens in Large Language Models EMNLP 2024 Fixed Point Diffusion Models CVPR 2024 Fixing Overconfidence in Dynamic Neural Networks WACV 2024 FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning ICLR 2024 FlashAttention-3: Fast and Accurate Attention with Asynchrony and Low-precision NeurIPS 2024 FlashEval: Towards Fast and Accurate Evaluation of Text-to-image Diffusion Generative Models CVPR 2024 FlashFFTConv: Efficient Convolutions for Long Sequences with Tensor Cores ICLR 2024 FlattenQuant: Breaking through the Inference Compute-bound for Large Language Models with Per-tensor Quantization COLING 2024