conftrace_

Representation Learning

20,822 papers

Papers per year

2
9
101
309
2011
2283
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Papers

Self-Supervised Pre-training for Protein Embeddings Using Tertiary Structures AAAI 2022
Oscillatory Fourier Neural Network: A Compact and Efficient Architecture for Sequential Processing AAAI 2022
Adaptive Kernel Graph Neural Network AAAI 2022
Self-Supervised Enhancement of Latent Discovery in GANs AAAI 2022
The Effect of Manifold Entanglement and Intrinsic Dimensionality on Learning AAAI 2022
Directed Graph Auto-Encoders AAAI 2022
Multi-Head Modularization to Leverage Generalization Capability in Multi-Modal Networks AAAI 2022
Augmentation-Free Self-Supervised Learning on Graphs AAAI 2022
Diverse, Global and Amortised Counterfactual Explanations for Uncertainty Estimates AAAI 2022
Conditional Local Convolution for Spatio-Temporal Meteorological Forecasting AAAI 2022
On the Use of Unrealistic Predictions in Hundreds of Papers Evaluating Graph Representations AAAI 2022
Deep Unsupervised Hashing with Latent Semantic Components AAAI 2022
Deep Amortized Relational Model with Group-Wise Hierarchical Generative Process AAAI 2022
Trusted Multi-View Deep Learning with Opinion Aggregation AAAI 2022
Graph Convolutional Networks with Dual Message Passing for Subgraph Isomorphism Counting and Matching AAAI 2022
Beyond Shared Subspace: A View-Specific Fusion for Multi-View Multi-Label Learning AAAI 2022
Simple Unsupervised Graph Representation Learning AAAI 2022
Clustering Approach to Solve Hierarchical Classification Problem Complexity AAAI 2022
Competing Mutual Information Constraints with Stochastic Competition-Based Activations for Learning Diversified Representations AAAI 2022
Deformable Graph Convolutional Networks AAAI 2022
Spiking Neural Networks with Improved Inherent Recurrence Dynamics for Sequential Learning AAAI 2022
On Causally Disentangled Representations AAAI 2022
Interpretable Neural Subgraph Matching for Graph Retrieval AAAI 2022
VACA: Designing Variational Graph Autoencoders for Causal Queries AAAI 2022
Neuro-Symbolic Inductive Logic Programming with Logical Neural Networks AAAI 2022