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 1426–1450 of 4891 papers

TitleStatusHype
Gradient-guided Attention Map Editing: Towards Efficient Contextual Hallucination Mitigation—0
Rel-UNet: Reliable Tumor Segmentation via Uncertainty Quantification in nnU-Net—0
ELECTRA: A Cartesian Network for 3D Charge Density Prediction with Floating Orbitals—0
Efficient and Accurate Estimation of Lipschitz Constants for Hybrid Quantum-Classical Decision Models—0
A Triple-Inertial Accelerated Alternating Optimization Method for Deep Learning TrainingCode0
Revisiting Frank-Wolfe for Structured Nonconvex Optimization—0
How Well Can Differential Privacy Be Audited in One Run?—0
Adaptive Extensive Cancellation Algorithm and Harmonic Enhanced Heart Rate Estimation based on MMWave Radar—0
EasyControl: Adding Efficient and Flexible Control for Diffusion Transformer—0
MC-GRU:a Multi-Channel GRU network for generalized nonlinear structural response prediction across structures—0
Discrete Gaussian Process Representations for Optimising UAV-based Precision Weed Mapping—0
Reinforcement Learning Based Symbolic Regression for Load Modeling—0
A Unified View of Optimal Kernel Hypothesis Testing—0
Federated Multimodal Learning with Dual Adapters and Selective Pruning for Communication and Computational EfficiencyCode0
Skelite: Compact Neural Networks for Efficient Iterative SkeletonizationCode0
ActiveInitSplat: How Active Image Selection Helps Gaussian Splatting—0
Just Functioning as a Hook for Two-Stage Referring Multi-Object Tracking—0
LatexBlend: Scaling Multi-concept Customized Generation with Latent Textual Blending—0
Seesaw: High-throughput LLM Inference via Model Re-sharding—0
Joint Location and Velocity Estimation and Fundamental CRLB Analysis for Cell-Free MIMO-ISAC—0
Adaptive Audio-Visual Speech Recognition via Matryoshka-Based Multimodal LLMs—0
InftyThink: Breaking the Length Limits of Long-Context Reasoning in Large Language Models—0
Small Vision-Language Models: A Survey on Compact Architectures and Techniques—0
VORTEX: Challenging CNNs at Texture Recognition by using Vision Transformers with Orderless and Randomized Token EncodingsCode0
Steerable Pyramid Weighted Loss: Multi-Scale Adaptive Weighting for Semantic Segmentation—0
Show:102550
← PrevPage 58 of 196Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified