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semi-supervised clustering

23 papers

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Also known as

SSAC

Co-occurring keywords

semi-supervised learning (2331) matrix completion (356) pairwise constraint (16) side information (47) learning to rank (184) disagreement coefficient (10) dialogue system (1657) novel category discovery (16) active clustering (6) same-cluster queries (2)

Papers

Integrating Audio, Visual, and Semantic Information for Enhanced Multimodal Speaker Diarization on Multi-party Conversation ACL 2025
Learning Geometry-Aware Representations for New Intent Discovery ACL 2024
Semantic-Guided Novel Category Discovery AAAI 2024
When and How Does Known Class Help Discover Unknown Ones? Provable Understanding Through Spectral Analysis ICML 2023
Intent Detection and Discovery from User Logs via Deep Semi-Supervised Contrastive Clustering NAACL 2022
Generalized Category Discovery CVPR 2022
Interpretable Clustering on Dynamic Graphs with Recurrent Graph Neural Networks AAAI 2021
Semi-supervised Clustering via Pairwise Constrained Optimal Graph IJCAI 2020
Exact Recovery of Mangled Clusters with Same-Cluster Queries NIPS 2020
Semi-supervised clustering for de-duplication AISTATS 2019
Using Side Information to Reliably Learn Low-Rank Matrices from Missing and Corrupted Observations JMLR 2018
Semi-crowdsourced Clustering with Deep Generative Models NIPS 2018
ADoCS: Automatic Designer of Conference Schedules EACL 2017
Clustering with Same-Cluster Queries NIPS 2016
Learning User Perceived Clusters with Feature-Level Supervision NIPS 2016
Matrix Completion with Noisy Side Information NIPS 2015
Active Learning Using Smooth Relative Regret Approximations with Applications JMLR 2014
Latent Maximum Margin Clustering NIPS 2013
Semi-supervised Clustering by Input Pattern Assisted Pairwise Similarity Matrix Completion ICML 2013
Active Learning Using Smooth Relative Regret Approximations with Applications COLT 2012
Semi-Crowdsourced Clustering: Generalizing Crowd Labeling by Robust Distance Metric Learning NIPS 2012
Learning Bregman Distance Functions and Its Application for Semi-Supervised Clustering NIPS 2009
Clustering Under Prior Knowledge with Application to Image Segmentation NIPS 2006