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Foundations & Efficiency

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Papers in this area

Showing 110 of 10 papers

TitleStatusHype
NeuroXAI: Adaptive, robust, explainable surrogate framework for determination of channel importance in EEG applicationCode1
Efficient Deployment of Spiking Neural Networks on SpiNNaker2 for DVS Gesture Recognition Using Neuromorphic Intermediate RepresentationCode0
Visual-Language Model Knowledge Distillation Method for Image Quality Assessment0
Multi-Strategy Improved Snake Optimizer Accelerated CNN-LSTM-Attention-Adaboost for Trajectory Prediction0
LINR-PCGC: Lossless Implicit Neural Representations for Point Cloud Geometry Compression0
Missing value imputation with adversarial random forests -- MissARF0
Touch in the Wild: Learning Fine-Grained Manipulation with a Portable Visuo-Tactile Gripper0
Visual Place Recognition for Large-Scale UAV Applications0
Language Integration in Fine-Tuning Multimodal Large Language Models for Image-Based Regression0
Hear Your Code Fail, Voice-Assisted Debugging for Python0
Show:102550
TaskPapersResults
Hardware Aware Neural Architecture Search370
Linear Mode Connectivity

Linear Mode Connectivity refers to the relationship between …

350
Low-rank compression340
Overall - Test340
Tree Decomposition

Tree Decomposition is a technique in graph theory and comput…

340
Assortment Optimization

Assortment optimization is all about presenting the right mi…

320
Efficient ViTs

Increasing the efficiency of ViTs without the modification o…

320
Intelligent Communication

Intelligently decide (i) the content of data to be shared/co…

300
Partially Labeled Datasets290
Polynomial Neural Networks

Polynomial Neural Networks are in the classes of Neural Netw…

290
Prototype Selection290
Ensemble Pruning270
Pseudo Label Filtering260
Clustering Ensemble250
Collaborative Ranking250
Joint Radar-Communication

Intelligently decide how to simultaneously conduct radar and…

250
Color Normalization230
ListOps220
Low-latency processing210
Neural Network simulation

Simulation of abstract or biophysical neural networks in sil…

210
Subject Transfer210
Automatic Modulation Recognition

Automatic modulation recognition/classification identifies t…

190
MVBench190
Nonparametric Clustering

Clustering when the number of clusters is unknwon

180
Matrix Factorization / Decomposition160
STS Benchmark160
Exposure Fairness150
Lightweight Deployment150
Position regression

Prediction of the absolute 3D position of nodes in molecular…

150
Real-World Adversarial Attack

Adversarial attacks that are presented in the real world

150
Survey Sampling150
Author Attribution

Authorship attribution is the task of determining the author…

130
Classification Consistency

How often two shifts of the same image are classified the sa…

130
Classification with Binary Neural Network130
input filtering

Input filtering aims to filter out input data that is not ne…

130
MTEB Benchmark130
Style Generalization130
Maximum Separation120
Self Adaptive System

Self Adaptive Machine Learning System

120
Dataset Distillation - 1IPC110
Preference Mapping110
Slice Discovery100
Unsupervised MNIST100
Data Driven Optimal Control90
Hard-label Attack90
Causal Judgment80
Few-Shot NLI80
Neural Network Security80
Test unseen80
Collaborative Fairness70