Efficient Computing

UPS: Unified Projection Sharing for Lightweight Single-Image Super-resolution and Beyond NeurIPS 2024 USHER: Holistic Interference Avoidance for Resource Optimized ML Inference OSDI 2024 Value-Based Deep Multi-Agent Reinforcement Learning with Dynamic Sparse Training NeurIPS 2024 vid-TLDR: Training Free Token Merging for Light-weight Video Transformer CVPR 2024 VINECS: Video-based Neural Character Skinning CVPR 2024 VPTQ: Extreme Low-bit Vector Post-Training Quantization for Large Language Models EMNLP 2024 WelQrate: Defining the Gold Standard in Small Molecule Drug Discovery Benchmarking NeurIPS 2024 When and How to Grow? On Efficient Pre-training via Model Growth ACML 2024 Xinference: Making Large Model Serving Easy EMNLP 2024 XMoE: Sparse Models with Fine-grained and Adaptive Expert Selection ACL 2024 You Only Need Less Attention at Each Stage in Vision Transformers CVPR 2024 Zero-TPrune: Zero-Shot Token Pruning through Leveraging of the Attention Graph in Pre-Trained Transformers CVPR 2024 ZipCache: Accurate and Efficient KV Cache Quantization with Salient Token Identification NeurIPS 2024 $\mathbf{\mathbb{E}^{FWI}}$: Multiparameter Benchmark Datasets for Elastic Full Waveform Inversion of Geophysical Properties NeurIPS 2023 Accelerating the Training of Video Super-resolution Models AAAI 2023 Accelerating Transformer Inference for Translation via Parallel Decoding ACL 2023 Acceleration of Large Transformer Model Training by Sensitivity-Based Layer Dropping AAAI 2023 AccelIR: Task-Aware Image Compression for Accelerating Neural Restoration CVPR 2023 Adaptive Sparse Convolutional Networks With Global Context Enhancement for Faster Object Detection on Drone Images CVPR 2023 A fast heuristic to optimize time-space tradeoff for large models NeurIPS 2023 AiluRus: A Scalable ViT Framework for Dense Prediction NeurIPS 2023 AircraftVerse: A Large-Scale Multimodal Dataset of Aerial Vehicle Designs NeurIPS 2023 Alternating Layered Variational Quantum Circuits Can Be Classically Optimized Efficiently Using Classical Shadows AAAI 2023 An Inner Table Retriever for Robust Table Question Answering ACL 2023 Are We Ready for Vision-Centric Driving Streaming Perception? The ASAP Benchmark CVPR 2023