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 201–250 of 4891 papers

TitleStatusHype
Scaling Video-Language Models to 10K Frames via Hierarchical Differential DistillationCode2
SchurVINS: Schur Complement-Based Lightweight Visual Inertial Navigation SystemCode2
Geometry Aware Operator Transformer as an Efficient and Accurate Neural Surrogate for PDEs on Arbitrary DomainsCode2
Fast-SNARF: A Fast Deformer for Articulated Neural FieldsCode2
SoundCTM: Unifying Score-based and Consistency Models for Full-band Text-to-Sound GenerationCode2
Spectral-Refiner: Accurate Fine-Tuning of Spatiotemporal Fourier Neural Operator for Turbulent FlowsCode2
FLowHigh: Towards Efficient and High-Quality Audio Super-Resolution with Single-Step Flow MatchingCode2
FastBlend: a Powerful Model-Free Toolkit Making Video Stylization EasierCode2
Fast and Accurate Blind Flexible DockingCode2
Fast Calibrated Explanations: Efficient and Uncertainty-Aware Explanations for Machine Learning ModelsCode2
A Light-Weight Framework for Open-Set Object Detection with Decoupled Feature Alignment in Joint SpaceCode2
AlphaNet: Scaling Up Local-frame-based Atomistic Interatomic PotentialCode2
Fast Adversarial Attacks on Language Models In One GPU MinuteCode2
Fast FullSubNet: Accelerate Full-band and Sub-band Fusion Model for Single-channel Speech EnhancementCode2
Flow Matching in Latent SpaceCode2
Grappa -- A Machine Learned Molecular Mechanics Force FieldCode2
Retrieval Augmented Generation Evaluation in the Era of Large Language Models: A Comprehensive SurveyCode2
Exploring _0 Sparsification for Inference-free Sparse RetrieversCode1
Exploring Quality and Generalizability in Parameterized Neural Audio EffectsCode1
Exploiting Deblurring Networks for Radiance FieldsCode1
Evidential Deep Learning: Enhancing Predictive Uncertainty Estimation for Earth System Science ApplicationsCode1
Exploiting Redundancy: Separable Group Convolutional Networks on Lie GroupsCode1
ExpoMamba: Exploiting Frequency SSM Blocks for Efficient and Effective Image EnhancementCode1
Equivariant Hypergraph Diffusion Neural OperatorsCode1
Enhancing Medical Image Registration via Appearance Adjustment NetworksCode1
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
AIM 2024 Challenge on UHD Blind Photo Quality AssessmentCode1
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 and Accurate Pneumonia Detection Using a Novel Multi-Scale Transformer ApproachCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified