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 526–550 of 4891 papers

TitleStatusHype
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