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 2076–2100 of 4891 papers

TitleStatusHype
DEVO: Depth-Event Camera Visual Odometry in Challenging Conditions—0
Augmented Space Linear Model—0
Hard Negative Mining for Domain-Specific Retrieval in Enterprise Systems—0
Hardware Accelerator for Adversarial Attacks on Deep Learning Neural Networks—0
Towards Lifecycle Unlearning Commitment Management: Measuring Sample-level Approximate Unlearning Completeness—0
Development of modeling and control strategies for an approximated Gaussian process—0
Ada-K Routing: Boosting the Efficiency of MoE-based LLMs—0
Developing RPC-Net: Leveraging High-Density Electromyography and Machine Learning for Improved Hand Position Estimation—0
Developing and Evaluating Tiny to Medium-Sized Turkish BERT Models—0
Allpass Feedback Delay Networks—0
Detection and Classification of Pole-like Landmarks for Domain-invariant 3D Point Cloud Map Matching—0
HAct: Out-of-Distribution Detection with Neural Net Activation Histograms—0
Detection and Classification of Glioblastoma Brain Tumor—0
AuditVotes: A Framework Towards More Deployable Certified Robustness for Graph Neural Networks—0
All Birds with One Stone: Multi-task Learning for Inference with One Forward Pass—0
Hadamard product in deep learning: Introduction, Advances and Challenges—0
HandS3C: 3D Hand Mesh Reconstruction with State Space Spatial Channel Attention from RGB images—0
Detecting Redundant Health Survey Questions Using Language-agnostic BERT Sentence Embedding (LaBSE)—0
Audio-Visual Speech Enhancement With Selective Off-Screen Speech Extraction—0
Accelerated Sparse Recovery Under Structured Measurements—0
Design of Restricted Normalizing Flow towards Arbitrary Stochastic Policy with Computational Efficiency—0
Audio-Plane: Audio Factorization Plane Gaussian Splatting for Real-Time Talking Head Synthesis—0
Designing a Deep Learning-Driven Resource-Efficient Diagnostic System for Metastatic Breast Cancer: Reducing Long Delays of Clinical Diagnosis and Improving Patient Survival in Developing Countries—0
Design and implementation of a distributed security threat detection system integrating federated learning and multimodal LLM—0
Design and Experimental Test of Datatic Approximate Optimal Filter in Nonlinear Dynamic Systems—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified