conftrace_

novelty detection

86 papers

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Co-occurring keywords

anomaly detection (747) out-of-distribution detection (617) open-set recognition (127) one-class classification (62) outlier detection (319) representation learning (6206) large language model (13587) generative model (2892) contrastive learning (4032) unsupervised learning (3264)

Papers

A Forest from the Trees: Generation through Neighborhoods AAAI 2020
Old Is Gold: Redefining the Adversarially Learned One-Class Classifier Training Paradigm CVPR 2020
Multi-class Novelty Detection Using Mix-up Technique WACV 2020
The impact of preprint servers in the formation of novel ideas EMNLP 2020
CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances NIPS 2020
Active Sampling for Open-Set Classification without Initial Annotation AAAI 2019
Evaluating Research Novelty Detection: Counterfactual Approaches EMNLP 2019
Deep Transfer Learning for Multiple Class Novelty Detection CVPR 2019
Novelty Detection for Multispectral Images with Application to Planetary Exploration AAAI 2019
Deep Unknown Intent Detection with Margin Loss ACL 2019
C2AE: Class Conditioned Auto-Encoder for Open-Set Recognition CVPR 2019
Where's Wally Now? Deep Generative and Discriminative Embeddings for Novelty Detection CVPR 2019
Latent Space Autoregression for Novelty Detection CVPR 2019
OCGAN: One-Class Novelty Detection Using GANs With Constrained Latent Representations CVPR 2019
Multivariate Triangular Quantile Maps for Novelty Detection NIPS 2019
Hierarchical Novelty Detection for Visual Object Recognition CVPR 2018
Weeding out Conventionalized Metaphors: A Corpus of Novel Metaphor Annotations EMNLP 2018
Generative Probabilistic Novelty Detection with Adversarial Autoencoders NIPS 2018
Adversarially Learned One-Class Classifier for Novelty Detection CVPR 2018
Fast Factorization-free Kernel Learning for Unlabeled Chunk Data Streams IJCAI 2018
Commonsense mining as knowledge base completion? A study on the impact of novelty NAACL 2018
EX2: Exploration with Exemplar Models for Deep Reinforcement Learning NIPS 2017
Safe Visual Navigation via Deep Learning and Novelty Detection RSS 2017
Incremental Kernel Null Space Discriminant Analysis for Novelty Detection CVPR 2017
DOC: Deep Open Classification of Text Documents EMNLP 2017