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Efficient Computing

1253 directly classified papers

Papers per year

Papers

PikeLPN: Mitigating Overlooked Inefficiencies of Low-Precision Neural Networks CVPR 2024
vid-TLDR: Training Free Token Merging for Light-weight Video Transformer CVPR 2024
Low-Rank Approximation for Sparse Attention in Multi-Modal LLMs CVPR 2024
Time- Memory- and Parameter-Efficient Visual Adaptation CVPR 2024
JointSQ: Joint Sparsification-Quantization for Distributed Learning CVPR 2024
BA-SAM: Scalable Bias-Mode Attention Mask for Segment Anything Model CVPR 2024
Empowering Resampling Operation for Ultra-High-Definition Image Enhancement with Model-Aware Guidance CVPR 2024
State Space Models for Event Cameras CVPR 2024
All Rivers Run to the Sea: Private Learning with Asymmetric Flows CVPR 2024
Resource-Efficient Transformer Pruning for Finetuning of Large Models CVPR 2024
DemoFusion: Democratising High-Resolution Image Generation With No $$$ CVPR 2024
Position Engineering: Boosting Large Language Models through Positional Information Manipulation EMNLP 2024
Improving Training Efficiency of Diffusion Models via Multi-Stage Framework and Tailored Multi-Decoder Architecture CVPR 2024
Look-Up Table Compression for Efficient Image Restoration CVPR 2024
DeepCache: Accelerating Diffusion Models for Free CVPR 2024
Zero-TPrune: Zero-Shot Token Pruning through Leveraging of the Attention Graph in Pre-Trained Transformers CVPR 2024
Diffusion Models Without Attention CVPR 2024
DistriFusion: Distributed Parallel Inference for High-Resolution Diffusion Models CVPR 2024
Reg-PTQ: Regression-specialized Post-training Quantization for Fully Quantized Object Detector CVPR 2024
EAGLE-2: Faster Inference of Language Models with Dynamic Draft Trees EMNLP 2024
SHViT: Single-Head Vision Transformer with Memory Efficient Macro Design CVPR 2024
Model Adaptation for Time Constrained Embodied Control CVPR 2024
HybridNeRF: Efficient Neural Rendering via Adaptive Volumetric Surfaces CVPR 2024
Attention-Driven Training-Free Efficiency Enhancement of Diffusion Models CVPR 2024
MobileCLIP: Fast Image-Text Models through Multi-Modal Reinforced Training CVPR 2024