unsupervised learning

3255 papers

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Also known as

USL UL ULLIE

Co-occurring keywords

representation learning (6174) domain adaptation (4578) contrastive learning (3979) self-supervised learning (3751) neural network (6616) generative model (2889) generative adversarial network (1939) word embedding (1764) anomaly detection (740) feature learning (1309)

Papers

Iterative Non-linear Dimensionality Reduction with Manifold Sculpting NIPS 2007

Learning the 2-D Topology of Images NIPS 2007

Blind source separation for over-determined delayed mixtures NIPS 2006

Towards a general independent subspace analysis NIPS 2006

Simplifying Mixture Models through Function Approximation NIPS 2006

Information Bottleneck Optimization and Independent Component Extraction with Spiking Neurons NIPS 2006

Modeling General and Specific Aspects of Documents with a Probabilistic Topic Model NIPS 2006

Clustering appearance and shape by learning jigsaws NIPS 2006

Fast Iterative Kernel PCA NIPS 2006

Emergence of conjunctive visual features by quadratic independent component analysis NIPS 2006

A Local Learning Approach for Clustering NIPS 2006

Online Clustering of Moving Hyperplanes NIPS 2006

Efficient Learning of Sparse Representations with an Energy-Based Model NIPS 2006

Learning to be Bayesian without Supervision NIPS 2006

Unsupervised Learning of a Probabilistic Grammar for Object Detection and Parsing NIPS 2006

PG-means: learning the number of clusters in data NIPS 2006

Efficient sparse coding algorithms NIPS 2006

Modeling Dyadic Data with Binary Latent Factors NIPS 2006

Recursive ICA NIPS 2006

Detecting Humans via Their Pose NIPS 2006

Generalized Maximum Margin Clustering and Unsupervised Kernel Learning NIPS 2006

Particle Filtering for Nonparametric Bayesian Matrix Factorization NIPS 2006

Modeling Human Motion Using Binary Latent Variables NIPS 2006

Feature Selection for Unsupervised Learning JMLR 2004

ICA Using Spacings Estimates of Entropy JMLR 2003