conftrace_
← Core Methods
Machine Learning › Core Methods ›

Representation Learning

20,822 papers

Papers per year

2
9
101
309
2011
2283
'00
'05
'10
'15
'20
'25

Papers

Improving Interpretability of Deep Sequential Knowledge Tracing Models with Question-centric Cognitive Representations AAAI 2023
Critical Firms Prediction for Stemming Contagion Risk in Networked-Loans through Graph-Based Deep Reinforcement Learning AAAI 2023
Equivariant Message Passing Neural Network for Crystal Material Discovery AAAI 2023
Point-to-Region Co-learning for Poverty Mapping at High Resolution Using Satellite Imagery AAAI 2023
Human Mobility Modeling during the COVID-19 Pandemic via Deep Graph Diffusion Infomax AAAI 2023
FakeSV: A Multimodal Benchmark with Rich Social Context for Fake News Detection on Short Video Platforms AAAI 2023
Weather2vec: Representation Learning for Causal Inference with Non-local Confounding in Air Pollution and Climate Studies AAAI 2023
Semi-supervised Credit Card Fraud Detection via Attribute-Driven Graph Representation AAAI 2023
A Crowd-AI Collaborative Duo Relational Graph Learning Framework towards Social Impact Aware Photo Classification AAAI 2023
Similarity Distribution Based Membership Inference Attack on Person Re-identification AAAI 2023
Improving Adversarial Robustness with Self-Paced Hard-Class Pair Reweighting AAAI 2023
Robustness to Spurious Correlations Improves Semantic Out-of-Distribution Detection AAAI 2023
Foundation Model for Material Science AAAI 2023
The Automatic Computer Scientist AAAI 2023
Internal Robust Representations for Domain Generalization AAAI 2023
The Analysis of Deep Neural Networks by Information Theory: From Explainability to Generalization AAAI 2023
Towards Societal Impact of AI AAAI 2023
Detecting VoIP Data Streams: Approaches Using Hidden Representation Learning AAAI 2023
Embedding a Long Short-Term Memory Network in a Constraint Programming Framework for Tomato Greenhouse Optimisation AAAI 2023
End-to-End Pipeline for Trigger Detection on Hit and Track Graphs AAAI 2023
Context-Aware Analysis of Group Submissions for Group Anomaly Detection and Performance Prediction AAAI 2023
CLGT: A Graph Transformer for Student Performance Prediction in Collaborative Learning AAAI 2023
Assessing Learned Representations under Open-World Novelty AAAI 2023
Learning Better Representations Using Auxiliary Knowledge AAAI 2023
Privacy-Preserving Representation Learning for Text-Attributed Networks with Simplicial Complexes AAAI 2023