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Representation Learning

2843 directly classified papers

Papers per year

Papers

Counterfactual Maximum Likelihood Estimation for Training Deep Networks NIPS 2021
Improving Compositionality of Neural Networks by Decoding Representations to Inputs NIPS 2021
Curriculum Disentangled Recommendation with Noisy Multi-feedback NIPS 2021
Multi-VAE: Learning Disentangled View-Common and View-Peculiar Visual Representations for Multi-View Clustering ICCV 2021
When Computational Representation Meets Neuroscience: A Survey on Brain Encoding and Decoding IJCAI 2021
LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech INTERSPEECH 2021
Uncertainty-Aware Multi-View Representation Learning AAAI 2021
Attentive Neural Point Processes for Event Forecasting AAAI 2021
Clinical Risk Prediction with Temporal Probabilistic Asymmetric Multi-Task Learning AAAI 2021
Relation-aware Graph Attention Model with Adaptive Self-adversarial Training AAAI 2021
Identity-aware Graph Neural Networks AAAI 2021
Likelihood-Based Diverse Sampling for Trajectory Forecasting ICCV 2021
Learning Target Candidate Association To Keep Track of What Not To Track ICCV 2021
Towards Better Explanations of Class Activation Mapping ICCV 2021
Structured Visual Search via Composition-Aware Learning WACV 2021
Scalable Graph Networks for Particle Simulations AAAI 2021
Improved Mutual Information Estimation AAAI 2021
Learning Dynamics Models with Stable Invariant Sets AAAI 2021
Deep Wasserstein Graph Discriminant Learning for Graph Classification AAAI 2021
Partial-Label and Structure-constrained Deep Coupled Factorization Network AAAI 2021
SMART: A Situation Model for Algebra Story Problems via Attributed Grammar AAAI 2021
Have We Solved The Hard Problem? It’s Not Easy! Contextual Lexical Contrast as a Means to Probe Neural Coherence AAAI 2021
Circles are like Ellipses, or Ellipses are like Circles? Measuring the Degree of Asymmetry of Static and Contextual Word Embeddings and the Implications to Representation Learning AAAI 2021
Detecting Lexical Semantic Change across Corpora with Smooth Manifolds (Student Abstract) AAAI 2021
Semi-Discrete Social Recommendation (Student Abstract) AAAI 2021