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Efficient Computing

1253 directly classified papers

Papers per year

Papers

Time- Memory- and Parameter-Efficient Visual Adaptation CVPR 2024
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
AsyncDiff: Parallelizing Diffusion Models by Asynchronous Denoising NIPS 2024
CPGA: Coding Priors-Guided Aggregation Network for Compressed Video Quality Enhancement CVPR 2024
QUIK: Towards End-to-end 4-Bit Inference on Generative Large Language Models EMNLP 2024
BA-SAM: Scalable Bias-Mode Attention Mask for Segment Anything Model CVPR 2024
State Space Models for Event Cameras CVPR 2024
Optical Diffusion Models for Image Generation NIPS 2024
Empowering Resampling Operation for Ultra-High-Definition Image Enhancement with Model-Aware Guidance CVPR 2024
Resource-Efficient Transformer Pruning for Finetuning of Large Models CVPR 2024
Order of Magnitude Speedups for LLM Membership Inference EMNLP 2024
Improving Training Efficiency of Diffusion Models via Multi-Stage Framework and Tailored Multi-Decoder Architecture CVPR 2024
DeepCache: Accelerating Diffusion Models for Free CVPR 2024
Point Transformer V3: Simpler Faster Stronger CVPR 2024
Look-Up Table Compression for Efficient Image Restoration CVPR 2024
DistriFusion: Distributed Parallel Inference for High-Resolution Diffusion Models CVPR 2024
You Only Need Less Attention at Each Stage in Vision Transformers CVPR 2024
Salience DETR: Enhancing Detection Transformer with Hierarchical Salience Filtering Refinement CVPR 2024
All Rivers Run to the Sea: Private Learning with Asymmetric Flows CVPR 2024
JointSQ: Joint Sparsification-Quantization for Distributed Learning CVPR 2024
CItruS: Chunked Instruction-aware State Eviction for Long Sequence Modeling EMNLP 2024
VPTQ: Extreme Low-bit Vector Post-Training Quantization for Large Language Models EMNLP 2024
Adaptive Depth Networks with Skippable Sub-Paths NIPS 2024