ritmininglab Goto Github PK

a-dynamic-meta-learning-model-for-time-sensitive-cold-start-recommendations

A novel dynamic recommendation model that focuses on users who have interactions in the past but turn relatively inactive recently

active-learning-with-maximum-margin-sparse-gaussian-processes

admil-p-f

Code for the KDD2022 Paper "Balancing Bias and Variance for Active Weakly Supervised Learning"

areo

Code for the paper "Adaptive Robust Evidential Optimization For Open Set Detection from Imbalanced Data"

atl

Actively Testing Your Model While It Learns: Realizing Label-Efficient Learning in Practice

bn-svp

Contains source code for the CVPR2022 paper titled "Bayesian Nonparametric Submodular Video Partition for Robust Anomaly Detection"

boss

Code for our ICML 2024 paper Balancing Feature Similarity and Label Variability for Optimal Size-Aware One-shot Subset Selection

clis

d-trust

Discover-Then-Rank Unlabeled Support Vectors in the Dual Space for Multi-Class Active Learning: A novel active learning method that discovers then ranks potential support vectors

daod

source code for ECCV paper "Source-Data Free Multi-Source Domain Adaptation for Unsupervised Object Detection"

dcml

distributionally-robust-optimization-for-deep-kernel-multiple-instance-learning

dlaif

dre

This this the code for the paper "Distributionally Robust Ensemble of Lottery Tickets Towards Calibrated Sparse Network Training" which is accepted by NeurIPS2023"

dunt

dynamic-fusion-of-eye-movement-data-and-verbal-narrations-in-knowledge-rich-domains

ehnd

It provides the implementation of Evidential Hierarchical Novelty Detection(E-HND).

eil-mic

gp-b2m-mlal

GP_B2M

ka-hitp

met

Source code for the paper "Meta Evidential Transformer for Few-Shot Open-Set Recognition"

multifaceted-uncertainty-estimation-for-label-efficient-deep-learning

robust-n2n

Official code for 2024 KDD paper "Reinforced Compressive Neural Architecture Search for Versatile Adversarial Robustness"

sm2-mrs

stars

A novel AL framework that uses re-sampling to address the noisy annotations issue