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 2926–2950 of 4891 papers

TitleStatusHype
EVI-SAM: Robust, Real-time, Tightly-coupled Event-Visual-Inertial State Estimation and 3D Dense Mapping—0
Agent Assessment of Others Through the Lens of Self—0
Linear Attention via Orthogonal Memory—0
A Multimodal Approach for Advanced Pest Detection and Classification—0
Video-based Surgical Skill Assessment using Tree-based Gaussian Process Classifier—0
Fast Decision Boundary based Out-of-Distribution DetectorCode0
A Hierarchical Nearest Neighbour Approach to Contextual Bandits—0
VideoLCM: Video Latent Consistency Model—0
A Kronecker product accelerated efficient sparse Gaussian Process (E-SGP) for flow emulation—0
ConSequence: Synthesizing Logically Constrained Sequences for Electronic Health Record GenerationCode0
Reconstruction of Cortical Surfaces with Spherical Topology from Infant Brain MRI via Recurrent Deformation Learning—0
R2-Talker: Realistic Real-Time Talking Head Synthesis with Hash Grid Landmarks Encoding and Progressive Multilayer Conditioning—0
Accelerating Convolutional Neural Network Pruning via Spatial Aura Entropy—0
Guaranteed Trust Region Optimization via Two-Phase KL Penalization—0
Efficiently Predicting Protein Stability Changes Upon Single-point Mutation with Large Language Models—0
Learning to sample in Cartesian MRI—0
Deep Dynamics: Vehicle Dynamics Modeling with a Physics-Constrained Neural Network for Autonomous Racing—0
GenQ: Quantization in Low Data Regimes with Generative Synthetic DataCode0
Time-Domain Operational Metrics for Real-time Resilience Assessment in DC Microgrids—0
Differentiable Point-based Inverse Rendering—0
Foundations for Transfer in Reinforcement Learning: A Taxonomy of Knowledge Modalities—0
PLUM: Improving Inference Efficiency By Leveraging Repetition-Sparsity Trade-OffCode0
Divide-and-Conquer Strategy for Large-Scale Dynamic Bayesian Network Structure Learning—0
On Significance of Subword tokenization for Low Resource and Efficient Named Entity Recognition: A case study in Marathi—0
Token Fusion: Bridging the Gap between Token Pruning and Token Merging—0
Show:102550
← PrevPage 118 of 196Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified