conftrace_

Representation Learning

20,822 papers

Papers per year

2
9
101
309
2011
2283
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Papers

Unique sparse decomposition of low rank matrices NIPS 2021
Neighborhood Reconstructing Autoencoders NIPS 2021
TopicNet: Semantic Graph-Guided Topic Discovery NIPS 2021
Revisiting Hilbert-Schmidt Information Bottleneck for Adversarial Robustness NIPS 2021
Understanding End-to-End Model-Based Reinforcement Learning Methods as Implicit Parameterization NIPS 2021
Towards robust vision by multi-task learning on monkey visual cortex NIPS 2021
Continuous Mean-Covariance Bandits NIPS 2021
Dynamic Visual Reasoning by Learning Differentiable Physics Models from Video and Language NIPS 2021
Perturb-and-max-product: Sampling and learning in discrete energy-based models NIPS 2021
Gradient Starvation: A Learning Proclivity in Neural Networks NIPS 2021
Understanding Deflation Process in Over-parametrized Tensor Decomposition NIPS 2021
Privately Learning Subspaces NIPS 2021
Adaptive Data Augmentation on Temporal Graphs NIPS 2021
Differentiable Unsupervised Feature Selection based on a Gated Laplacian NIPS 2021
Grounding Representation Similarity Through Statistical Testing NIPS 2021
Disentangling Identifiable Features from Noisy Data with Structured Nonlinear ICA NIPS 2021
KS-GNN: Keywords Search over Incomplete Graphs via Graphs Neural Network NIPS 2021
Reconstruction for Powerful Graph Representations NIPS 2021
Robustifying Algorithms of Learning Latent Trees with Vector Variables NIPS 2021
Representation Learning on Spatial Networks NIPS 2021
Self-Interpretable Model with Transformation Equivariant Interpretation NIPS 2021
Automatic Symmetry Discovery with Lie Algebra Convolutional Network NIPS 2021
ReSSL: Relational Self-Supervised Learning with Weak Augmentation NIPS 2021
Learning to See by Looking at Noise NIPS 2021
Weisfeiler and Lehman Go Cellular: CW Networks NIPS 2021