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 3826–3850 of 4891 papers

TitleStatusHype
On-Device Self-Supervised Learning of Low-Latency Monocular Depth from Only Events—0
OnDev-LCT: On-Device Lightweight Convolutional Transformers towards federated learning—0
One4all User Representation for Recommender Systems in E-commerce—0
On-edge Multi-task Transfer Learning: Model and Practice with Data-driven Task Allocation—0
On Efficiency in Hierarchical Reinforcement Learning—0
One Model to Rank Them All: Unifying Online Advertising with End-to-End Learning—0
One-Shot Coordination of First and Last Mode Transportation—0
One-Shot Image Restoration—0
OneTrack-M: A multitask approach to transformer-based MOT models—0
One Transform To Compute Them All: Efficient Fusion-Based Full-Reference Video Quality Assessment—0
One-Way Ticket: Time-Independent Unified Encoder for Distilling Text-to-Image Diffusion Models—0
On Learning Disentangled Representations for Gait Recognition—0
Online and Offline Robust Multivariate Linear Regression—0
Online Auction-Based Incentive Mechanism Design for Horizontal Federated Learning with Budget Constraint—0
Online Continual Learning from Imbalanced Data—0
Online energy management system for a fuel cell/battery hybrid system with multiple fuel cell stacks—0
Emergency-Brake Simplex: Toward A Verifiably Safe Control-CPS Architecture for Abrupt Runtime Reachability Constraint Changes—0
Online federated learning framework for classification—0
Online Learning of Dynamical Systems: An Operator Theoretic Approach—0
Online Multi-Object Tracking Using CNN-based Single Object Tracker with Spatial-Temporal Attention Mechanism—0
Online Nonnegative Matrix Factorization with General Divergences—0
Online Nonnegative Matrix Factorization with Outliers—0
Online Two-stage Thermal History Prediction Method for Metal Additive Manufacturing of Thin Walls—0
Online Transition-Based Feature Generation for Anomaly Detection in Concurrent Data Streams—0
On Machine Learning Approaches for Protein-Ligand Binding Affinity Prediction—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified