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Efficient Computing
596 directly classified papers
Papers per year
2007: 2
2009: 1
2011: 1
2014: 2
2016: 1
2017: 4
2018: 7
2019: 20
2020: 47
2021: 53
2022: 70
2023: 60
2024: 140
2025: 183
2026: 5
Papers
Brain-Inspired Spiking Neural Networks for Energy-Efficient Object Detection
CVPR 2025
Scaling Action Detection: AdaTAD++ with Transformer-Enhanced Temporal-Spatial Adaptation
ICCV 2025
From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers
ICCV 2025
MDP: Multidimensional Vision Model Pruning with Latency Constraint
CVPR 2025
CARE Transformer: Mobile-Friendly Linear Visual Transformer via Decoupled Dual Interaction
CVPR 2025
Training-free Neural Architecture Search through Variance of Knowledge of Deep Network Weights
CVPR 2025
SemanticDraw: Towards Real-Time Interactive Content Creation from Image Diffusion Models
CVPR 2025
EVOS: Efficient Implicit Neural Training via EVOlutionary Selector
CVPR 2025
MEET: Towards Memory-Efficient Temporal Sparse Deep Neural Networks
CVPR 2025
Seeing More with Less: Human-like Representations in Vision Models
CVPR 2025
EfficientViM: Efficient Vision Mamba with Hidden State Mixer based State Space Duality
CVPR 2025
Q-DiT: Accurate Post-Training Quantization for Diffusion Transformers
CVPR 2025
Improving Transferable Targeted Attacks with Feature Tuning Mixup
CVPR 2025
Schedule On the Fly: Diffusion Time Prediction for Faster and Better Image Generation
CVPR 2025
Retrofitting Large Language Models with Dynamic Tokenization
ACL 2025
LAMB: A Training-Free Method to Enhance the Long-Context Understanding of SSMs via Attention-Guided Token Filtering
ACL 2025
ZipVL: Accelerating Vision-Language Models through Dynamic Token Sparsity
ICCV 2025
QUPID: Quantified Understanding for Enhanced Performance, Insights, and Decisions in Korean Search Engines
ACL 2025
Column-Oriented Datalog on the GPU
AAAI 2025
Variable Layerwise Quantization: A Simple and Effective Approach to Quantize LLMs
ACL 2025
LaCoOT: Layer Collapse through Optimal Transport
ICCV 2025
EXIT: Context-Aware Extractive Compression for Enhancing Retrieval-Augmented Generation
ACL 2025
FastPoint: Accelerating 3D Point Cloud Model Inference via Sample Point Distance Prediction
ICCV 2025
Smarter, Not Harder: Training-Free Adaptive Computation for Transformers
ACL 2025
Battling the Non-stationarity in Time Series Forecasting via Test-time Adaptation
AAAI 2025
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