Efficient Computing

DecorateLM: Data Engineering through Corpus Rating, Tagging, and Editing with Language Models EMNLP 2024 DEED: Dynamic Early Exit on Decoder for Accelerating Encoder-Decoder Transformer Models NAACL 2024 DeepCache: Accelerating Diffusion Models for Free CVPR 2024 Deep Optics for Optomechanical Control Policy Design WACV 2024 DeepSpeed Data Efficiency: Improving Deep Learning Model Quality and Training Efficiency via Efficient Data Sampling and Routing AAAI 2024 DeeR-VLA: Dynamic Inference of Multimodal Large Language Models for Efficient Robot Execution NeurIPS 2024 Deferred NAM: Low-latency Top-K Context Injection via Deferred Context Encoding for Non-Streaming ASR NAACL 2024 Defining Neural Network Architecture through Polytope Structures of Datasets ICML 2024 DéjàVu: KV-cache Streaming for Fast, Fault-tolerant Generative LLM Serving ICML 2024 DEL: Discrete Element Learner for Learning 3D Particle Dynamics with Neural Rendering NeurIPS 2024 DeltaDEQ: Exploiting Heterogeneous Convergence for Accelerating Deep Equilibrium Iterations NeurIPS 2024 DeltaDock: A Unified Framework for Accurate, Efficient, and Physically Reliable Molecular Docking NeurIPS 2024 Delving into Differentially Private Transformer ICML 2024 DenseFusion-1M: Merging Vision Experts for Comprehensive Multimodal Perception NeurIPS 2024 Density-Softmax: Efficient Test-time Model for Uncertainty Estimation and Robustness under Distribution Shifts ICML 2024 DEPrune: Depth-wise Separable Convolution Pruning for Maximizing GPU Parallelism NeurIPS 2024 Depth-aware Test-Time Training for Zero-shot Video Object Segmentation CVPR 2024 Derivative-enhanced Deep Operator Network NeurIPS 2024 Design Proteins Using Large Language Models: Enhancements and Comparative Analyses ACL 2024 Detecting Logic Bugs in Database Engines via Equivalent Expression Transformation OSDI 2024 Device-Wise Federated Network Pruning CVPR 2024 DFD: Distilling the Feature Disparity Differently for Detectors ICML 2024 Dictionary Contrastive Learning for Efficient Local Supervision without Auxiliary Networks ICLR 2024 Differentiable Learning of Generalized Structured Matrices for Efficient Deep Neural Networks ICLR 2024 Differentiable Modal Synthesis for Physical Modeling of Planar String Sound and Motion Simulation NeurIPS 2024