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 501–550 of 4891 papers

TitleStatusHype
Efficient Neural Implicit Representation for 3D Human ReconstructionCode1
Efficient Long Sequence Modeling via State Space Augmented TransformerCode1
Efficient Neural Network Robustness Certification with General Activation FunctionsCode1
Embracing Collaboration Over Competition: Condensing Multiple Prompts for Visual In-Context LearningCode1
AdaFocus V2: End-to-End Training of Spatial Dynamic Networks for Video RecognitionCode1
Patch-NetVLAD: Multi-Scale Fusion of Locally-Global Descriptors for Place RecognitionCode1
PETformer: Long-term Time Series Forecasting via Placeholder-enhanced TransformerCode1
Camera-Based HRV Prediction for Remote Learning EnvironmentsCode1
PointNorm: Dual Normalization is All You Need for Point Cloud AnalysisCode1
Efficient and Effective Augmentation Strategy for Adversarial TrainingCode1
Efficient and Accurate Pneumonia Detection Using a Novel Multi-Scale Transformer ApproachCode1
Efficient and Compact Convolutional Neural Network Architectures for Non-temporal Real-time Fire DetectionCode1
Efficient and Information-Preserving Future Frame Prediction and BeyondCode1
Algorithmic Differentiation for Automated Modeling of Machine Learned Force FieldsCode1
A Survey of World Models for Autonomous DrivingCode1
EdgeRegNet: Edge Feature-based Multimodal Registration Network between Images and LiDAR Point CloudsCode1
Efficient Aggregated Kernel Tests using Incomplete U-statisticsCode1
DynamicDet: A Unified Dynamic Architecture for Object DetectionCode1
Dynamic Clustering and Cluster Contrastive Learning for Unsupervised Person Re-identificationCode1
Dynamic Group Convolution for Accelerating Convolutional Neural NetworksCode1
Dynamic Cardiac MRI Reconstruction Using Combined Tensor Nuclear Norm and Casorati Matrix Nuclear Norm RegularizationsCode1
Dynamic Implicit Image Function for Efficient Arbitrary-Scale Image RepresentationCode1
Dropout Q-Functions for Doubly Efficient Reinforcement LearningCode1
AIM 2024 Challenge on UHD Blind Photo Quality AssessmentCode1
DualOpt: A Dual Divide-and-Optimize Algorithm for the Large-scale Traveling Salesman ProblemCode1
DQO-MAP: Dual Quadrics Multi-Object mapping with Gaussian SplattingCode1
Accelerated and interpretable oblique random survival forestsCode1
DragLoRA: Online Optimization of LoRA Adapters for Drag-based Image Editing in Diffusion ModelCode1
Dual Prototype Evolving for Test-Time Generalization of Vision-Language ModelsCode1
Dynamic Multimodal FusionCode1
AI Accelerator Survey and TrendsCode1
DMM: Disparity-guided Multispectral Mamba for Oriented Object Detection in Remote SensingCode1
DispFormer: Pretrained Transformer for Flexible Dispersion Curve Inversion from Global Synthesis to Regional ApplicationsCode1
Discriminative Co-Saliency and Background Mining Transformer for Co-Salient Object DetectionCode1
Distance Encoding: Design Provably More Powerful Neural Networks for Graph Representation LearningCode1
DiGRAF: Diffeomorphic Graph-Adaptive Activation FunctionCode1
Activation-Informed Merging of Large Language ModelsCode1
DiMoSR: Feature Modulation via Multi-Branch Dilated Convolutions for Efficient Image Super-ResolutionCode1
Deep fiber clustering: Anatomically informed fiber clustering with self-supervised deep learning for fast and effective tractography parcellationCode1
A Survey of Mix-based Data Augmentation: Taxonomy, Methods, Applications, and ExplainabilityCode1
Differentially Flat Learning-based Model Predictive Control Using a Stability, State, and Input Constraining Safety FilterCode1
DiRe-JAX: A JAX based Dimensionality Reduction Algorithm for Large-scale DataCode1
DnS: Distill-and-Select for Efficient and Accurate Video Indexing and RetrievalCode1
Dynamic-VLM: Simple Dynamic Visual Token Compression for VideoLLMCode1
Deep Speech Synthesis from MRI-Based Articulatory RepresentationsCode1
A Hybrid CNN-BiLSTM Voice Activity DetectorCode1
Deep Transfer Learning for Land Use and Land Cover Classification: A Comparative StudyCode1
Deep reinforcement learning for large-scale epidemic controlCode1
A State-Space Perspective on Modelling and Inference for Online Skill RatingCode1
DeepSeeColor: Realtime Adaptive Color Correction for Autonomous Underwater Vehicles via Deep Learning MethodsCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified