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Representation Learning

2843 directly classified papers

Papers per year

Papers

Sustaining Fairness via Incremental Learning AAAI 2023
PrimeNet: Pre-training for Irregular Multivariate Time Series AAAI 2023
Policy-Independent Behavioral Metric-Based Representation for Deep Reinforcement Learning AAAI 2023
Towards Generalizable Reinforcement Learning for Trade Execution IJCAI 2023
The Benefits of Mixup for Feature Learning ICML 2023
Outline, Then Details: Syntactically Guided Coarse-To-Fine Code Generation ICML 2023
Patch-level Contrastive Learning via Positional Query for Visual Pre-training ICML 2023
The Wisdom of Hindsight Makes Language Models Better Instruction Followers ICML 2023
Improving Medical Predictions by Irregular Multimodal Electronic Health Records Modeling ICML 2023
When Sparsity Meets Contrastive Models: Less Graph Data Can Bring Better Class-Balanced Representations ICML 2023
CodeIPPrompt: Intellectual Property Infringement Assessment of Code Language Models ICML 2023
DNG: Taxonomy Expansion by Exploring the Intrinsic Directed Structure on Non-gaussian Space AAAI 2023
Adaptive Discrete Communication Bottlenecks with Dynamic Vector Quantization for Heterogeneous Representational Coarseness AAAI 2023
An Investigation into Pre-Training Object-Centric Representations for Reinforcement Learning ICML 2023
Continual Learners are Incremental Model Generalizers ICML 2023
Temporal Knowledge Graph Reasoning with Historical Contrastive Learning AAAI 2023
Temporal Label Smoothing for Early Event Prediction ICML 2023
Do Not Train It: A Linear Neural Architecture Search of Graph Neural Networks ICML 2023
Knowledge Graph Embedding by Normalizing Flows AAAI 2023
A Provable Framework of Learning Graph Embeddings via Summarization AAAI 2023
Optimizing Mode Connectivity for Class Incremental Learning ICML 2023
Reachability-Aware Laplacian Representation in Reinforcement Learning ICML 2023
Contrastive Pre-training with Adversarial Perturbations for Check-In Sequence Representation Learning AAAI 2023
Curriculum Co-disentangled Representation Learning across Multiple Environments for Social Recommendation ICML 2023
RGE: A Repulsive Graph Rectification for Node Classification via Influence ICML 2023