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Efficient Computing

1253 directly classified papers

Papers per year

Papers

Exploring Token Pruning in Vision State Space Models NIPS 2024
XMoE: Sparse Models with Fine-grained and Adaptive Expert Selection ACL 2024
PocketLLM: Enabling On-Device Fine-Tuning for Personalized LLMs ACL 2024
Speculative Decoding via Early-exiting for Faster LLM Inference with Thompson Sampling Control Mechanism ACL 2024
LLM Performance Predictors are good initializers for Architecture Search ACL 2024
Accelerating Multilingual Language Model for Excessively Tokenized Languages ACL 2024
Effective In-Context Example Selection through Data Compression ACL 2024
UniPTS: A Unified Framework for Proficient Post-Training Sparsity CVPR 2024
Towards More Accurate Diffusion Model Acceleration with A Timestep Tuner CVPR 2024
ALGM: Adaptive Local-then-Global Token Merging for Efficient Semantic Segmentation with Plain Vision Transformers CVPR 2024
Clockwork Diffusion: Efficient Generation With Model-Step Distillation CVPR 2024
Speculative Contrastive Decoding ACL 2024
MobileCLIP: Fast Image-Text Models through Multi-Modal Reinforced Training CVPR 2024
Rethinking Interactive Image Segmentation with Low Latency High Quality and Diverse Prompts CVPR 2024
Pick-or-Mix: Dynamic Channel Sampling for ConvNets CVPR 2024
JointSQ: Joint Sparsification-Quantization for Distributed Learning CVPR 2024
vid-TLDR: Training Free Token Merging for Light-weight Video Transformer CVPR 2024
DemoFusion: Democratising High-Resolution Image Generation With No $$$ CVPR 2024
MediSwift: Efficient Sparse Pre-trained Biomedical Language Models ACL 2024
LongVQ: Long Sequence Modeling with Vector Quantization on Structured Memory IJCAI 2024
CPGA: Coding Priors-Guided Aggregation Network for Compressed Video Quality Enhancement CVPR 2024
Reg-PTQ: Regression-specialized Post-training Quantization for Fully Quantized Object Detector CVPR 2024
Dr2Net: Dynamic Reversible Dual-Residual Networks for Memory-Efficient Finetuning CVPR 2024
NeuroPrune: A Neuro-inspired Topological Sparse Training Algorithm for Large Language Models ACL 2024
Time- Memory- and Parameter-Efficient Visual Adaptation CVPR 2024