SOTAVerified

Computational Efficiency

Methods and optimizations to reduce the computational resources (e.g., time, memory, or power) needed for training and inference in models. This involves techniques that streamline processing, optimize algorithms, or leverage hardware to enhance performance without compromising accuracy.

Papers

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Showing 226–250 of 4891 papers

TitleStatusHype
Estimating Koopman operators with sketching to provably learn large scale dynamical systemsCode1
Energy-based physics-informed neural network for frictionless contact problems under large deformationCode1
Embracing Collaboration Over Competition: Condensing Multiple Prompts for Visual In-Context LearningCode1
From Claims to Evidence: A Unified Framework and Critical Analysis of CNN vs. Transformer vs. Mamba in Medical Image SegmentationCode1
Estimating the Optimal Covariance with Imperfect Mean in Diffusion Probabilistic ModelsCode1
EXTENDING CONDITIONAL CONVOLUTION STRUCTURES FOR ENHANCING MULTITASKING CONTINUAL LEARNINGCode1
EfficientPose: Scalable single-person pose estimationCode1
Efficient Real-time Path Planning with Self-evolving Particle Swarm Optimization in Dynamic ScenariosCode1
Efficient Neural Implicit Representation for 3D Human ReconstructionCode1
3-D Short-Range Imaging With Irregular MIMO Arrays Using NUFFT-Based Range Migration AlgorithmCode1
Efficient Neural Network Robustness Certification with General Activation FunctionsCode1
Efficient Two-Stream Network for Violence Detection Using Separable Convolutional LSTMCode1
Efficient RAW Image Deblurring with Adaptive Frequency ModulationCode1
Efficient Long Sequence Modeling via State Space Augmented TransformerCode1
Efficient Multi-agent Reinforcement Learning by PlanningCode1
Efficient and Information-Preserving Future Frame Prediction and BeyondCode1
End-to-end Prostate Cancer Detection in bpMRI via 3D CNNs: Effects of Attention Mechanisms, Clinical Priori and Decoupled False Positive ReductionCode1
Enhancing Fast Feed Forward Networks with Load Balancing and a Master Leaf NodeCode1
Efficient Multi-scale Network with Learnable Discrete Wavelet Transform for Blind Motion DeblurringCode1
Electronic-structure properties from atom-centered predictions of the electron densityCode1
SE(3) Equivariant Graph Neural Networks with Complete Local FramesCode1
Event-based Video Reconstruction via Potential-assisted Spiking Neural NetworkCode1
Towards Reliable Medical Image Segmentation by utilizing Evidential Calibrated UncertaintyCode1
EViT: An Eagle Vision Transformer with Bi-Fovea Self-AttentionCode1
Efficient Aggregated Kernel Tests using Incomplete U-statisticsCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified