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 3226–3250 of 4891 papers

TitleStatusHype
WITCHcraft: Efficient PGD attacks with random step size—0
WoundAmbit: Bridging State-of-the-Art Semantic Segmentation and Real-World Wound Care—0
XKV: Personalized KV Cache Memory Reduction for Long-Context LLM Inference—0
XPose: eXplainable Human Pose Estimation—0
xTrimoABFold: De novo Antibody Structure Prediction without MSA—0
XVoxel-Based Parametric Design Optimization of Feature Models—0
Y-MAP-Net: Real-time depth, normals, segmentation, multi-label captioning and 2D human pose in RGB images—0
YOLO11 to Its Genesis: A Decadal and Comprehensive Review of The You Only Look Once (YOLO) Series—0
YOLOv12: A Breakdown of the Key Architectural Features—0
YOLOv8-Based Visual Detection of Road Hazards: Potholes, Sewer Covers, and Manholes—0
YotoR-You Only Transform One Representation—0
You are out of context!—0
ZeroLM: Data-Free Transformer Architecture Search for Language Models—0
ZeroQuant-FP: A Leap Forward in LLMs Post-Training W4A8 Quantization Using Floating-Point Formats—0
Zero-Shot Detection of AI-Generated Images—0
Zero-shot Image Captioning by Anchor-augmented Vision-Language Space Alignment—0
Zero-Shot Multi-task Hallucination Detection—0
ZigzagPointMamba: Spatial-Semantic Mamba for Point Cloud Understanding—0
1.58-bit FLUX—0
ZoPE: A Fast Optimizer for ReLU Networks with Low-Dimensional Inputs—0
Deep Cytometry: Deep learning with Real-time Inference in Cell Sorting and Flow Cytometry—0
Two-stage Best-scored Random Forest for Large-scale Regression—0
Action recognition with spatial-temporal discriminative filter banks—0
NeuralMatrix: Compute the Entire Neural Networks with Linear Matrix Operations for Efficient Inference—0
Diffusion Models, Image Super-Resolution And Everything: A Survey—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ViTaLHamming Loss0.05—Unverified