Efficient Computing

Optimized Speculative Sampling for GPU Hardware Accelerators EMNLP 2024 Optimizing ADMM and Over-Relaxed ADMM Parameters for Linear Quadratic Problems AAAI 2024 Optimizing Code Retrieval: High-Quality and Scalable Dataset Annotation through Large Language Models EMNLP 2024 Optimizing IT FinOps and Sustainability through Unsupervised Workload Characterization AAAI 2024 Optimizing Resource Allocation in Hyperscale Datacenters: Scalability, Usability, and Experiences OSDI 2024 OrchestraLLM: Efficient Orchestration of Language Models for Dialogue State Tracking NAACL 2024 OrthCaps: An Orthogonal CapsNet with Sparse Attention Routing and Pruning CVPR 2024 OSSCAR: One-Shot Structured Pruning in Vision and Language Models with Combinatorial Optimization ICML 2024 Ouroboros: Generating Longer Drafts Phrase by Phrase for Faster Speculative Decoding EMNLP 2024 Outlier-aware Slicing for Post-Training Quantization in Vision Transformer ICML 2024 Outlier-Efficient Hopfield Layers for Large Transformer-Based Models ICML 2024 Outlier Reduction with Gated Attention for Improved Post-training Quantization in Large Sequence-to-sequence Speech Foundation Models Interspeech 2024 Outlier-robust Kalman Filtering through Generalised Bayes ICML 2024 Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity ICML 2024 Out-Of-Distribution Detection with Diversification (Provably) NeurIPS 2024 Overload: Latency Attacks on Object Detection for Edge Devices CVPR 2024 Overview of the Third Shared Task on Speech Recognition for Vulnerable Individuals in Tamil EACL 2024 P^2C^2Net: PDE-Preserved Coarse Correction Network for efficient prediction of spatiotemporal dynamics NeurIPS 2024 PAELLA: Parameter-Efficient Lightweight Language-Agnostic Captioning Model NAACL 2024 Palmyra 3.0: A User-Friendly Cloud-Based Platform for Morphology and Dependency Syntax Annotation COLING 2024 PandaLM: An Automatic Evaluation Benchmark for LLM Instruction Tuning Optimization ICLR 2024 PAPM: A Physics-aware Proxy Model for Process Systems ICML 2024 Parallel Affine Transformation Tuning of Markov Chain Monte Carlo ICML 2024 Parallelized Spatiotemporal Slot Binding for Videos ICML 2024 Parallelizing non-linear sequential models over the sequence length ICLR 2024