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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 701–725 of 4891 papers

TitleStatusHype
DeepOPF-V: Solving AC-OPF Problems EfficientlyCode1
MoViNets: Mobile Video Networks for Efficient Video RecognitionCode1
Enhancing Medical Image Registration via Appearance Adjustment NetworksCode1
A Hybrid CNN-BiLSTM Voice Activity DetectorCode1
Improving Computational Efficiency in Visual Reinforcement Learning via Stored EmbeddingsCode1
Real-World Single Image Super-Resolution: A Brief ReviewCode1
A Pose-only Solution to Visual Reconstruction and NavigationCode1
Patch-NetVLAD: Multi-Scale Fusion of Locally-Global Descriptors for Place RecognitionCode1
Sandglasset: A Light Multi-Granularity Self-attentive Network For Time-Domain Speech SeparationCode1
Anytime Sampling for Autoregressive Models via Ordered AutoencodingCode1
Solving high-dimensional parabolic PDEs using the tensor train formatCode1
You Only Compress Once: Optimal Data Compression for Estimating Linear ModelsCode1
Efficient Two-Stream Network for Violence Detection Using Separable Convolutional LSTMCode1
Subdimensional Expansion for Multi-objective Multi-agent Path FindingCode1
CobBO: Coordinate Backoff Bayesian Optimization with Two-Stage KernelsCode1
End-to-end Prostate Cancer Detection in bpMRI via 3D CNNs: Effects of Attention Mechanisms, Clinical Priori and Decoupled False Positive ReductionCode1
StainNet: a fast and robust stain normalization networkCode1
INSPIRE: Intensity and spatial information-based deformable image registrationCode1
An empirical evaluation of functional alignment using inter-subject decodingCode1
EXTENDING CONDITIONAL CONVOLUTION STRUCTURES FOR ENHANCING MULTITASKING CONTINUAL LEARNINGCode1
Linear Reduced Order Model Predictive ControlCode1
Multi-stage Attention ResU-Net for Semantic Segmentation of Fine-Resolution Remote Sensing ImagesCode1
Augmented Lagrangian Adversarial AttacksCode1
Multi-Features Guidance Network for partial-to-partial point cloud registrationCode1
A Variational Infinite Mixture for Probabilistic Inverse Dynamics LearningCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified