SOTAVerified
Home/Foundations & Efficiency

Foundations & Efficiency

399 tasks · View all areas

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
Contextualised Word Representations70
Explanation Fidelity Evaluation

Evaluation of explanation fidelity with respect to the under…

70
Influence Approximation

Estimating the influence of training triples on the behavior…

70
Metadata quality

This task consists of the automatic assessment of the qualit…

70
outlier ensembles70
Re-basin70
Timex normalization

Temporal expression normalisation is the grounding of a lexi…

70
Unsupervised Part Discovery

Machine learning methods designed for unsupervised part disc…

70
Binary Quantification

Prediction of class prevalence in test samples that may exhi…

60
Device-Cloud Collaboration60
Non-Adversarial Robustness60
Role Embedding60
Outlier Interpretation50
TDC ADMET Benchmarking Group

ADMET is a cornerstone of small molecule drug discovery, def…

50
Vector Quantization (k-means problem)

Given a data set $X$ of d-dimensional numeric vectors and a …

50
Zero-shot Classification (unified classes)50
Activation Function Synthesis40
Classification with Binary Weight Network40
Classification with Costly Features40
Compositional Generalization (AVG)40
Feedback Vertex Set (FVS)

The Feedback Vertex Set (FVS) problem is a computational pro…

40
Joint Multilingual Sentence Representations40
Majority Voting Classifier40
Online Ranker Evaluation40
Source Code Authorship Attribution40
Unsupervised Sentence Compression

Producing a shorter sentence by removing redundant informati…

40
Attention Score Prediction

Auditory Attention Score Prediction: Estimating the attentio…

30
Class-Specific Performance30
Few-Shot Camera-Adaptive Color Constancy30
Few-shot HTC30
Multiclass Quantification

Prediction of class prevalence in test samples that may exhi…

30
Provable Adversarial Defense30
Result aggregation30
Transductive Zero-Shot Classification

Zero-shot classification in the transductive setup where all…

30
Unsupervised Domain Expansion30
4-task Classification20
Adversarial Defense against FGSM Attack20
Approximating Betweenness-Centrality ranking

Betweenness-centrality is a popular measure in network analy…

20
Arbitrary Conditional Density Estimation20
Classification (ρ=0.990)20
Classification (ρ=0.995)20
Classification (ρ=0.997)20
Classification (ρ=0.999)20
Contextual Embedding for Source Code20
Continual Forgetting

Selective information is expected to be continuously removed…

20
Distributed Voting20
Few-shot Age Estimation

Only choose 1/2/4/8/16/32/64 samples in the training set fro…

20
Generalized Few-Shot Classification20
ISVR20
negative flip rate20