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Representation Learning

2843 directly classified papers

Papers per year

Papers

Model-Free Representation Learning and Exploration in Low-Rank MDPs JMLR 2024
HGDL: Heterogeneous Graph Label Distribution Learning NIPS 2024
Audio Mamba: Selective State Spaces for Self-Supervised Audio Representations INTERSPEECH 2024
Diffusion PID: Interpreting Diffusion via Partial Information Decomposition NIPS 2024
Discovering Knowledge-Critical Subnetworks in Pretrained Language Models EMNLP 2024
What Matters in Graph Class Incremental Learning? An Information Preservation Perspective NIPS 2024
User Embedding Model for Personalized Language Prompting EACL 2024
A Computational Model for the Assessment of Mutual Intelligibility Among Closely Related Languages EACL 2024
SVFT: Parameter-Efficient Fine-Tuning with Singular Vectors NIPS 2024
Credit Attribution and Stable Compression NIPS 2024
Assessing Generalization for Subpopulation Representative Modeling via In-Context Learning EACL 2024
Incorporating Word Count Information into Depression Risk Summary Generation: INF@UoS CLPsych 2024 Submission EACL 2024
Using Daily Language to Understand Drinking: Multi-Level Longitudinal Differential Language Analysis EACL 2024
Feedback control guides credit assignment in recurrent neural networks NIPS 2024
PEACH: Pretrained-Embedding Explanation across Contextual and Hierarchical Structure IJCAI 2024
Learned Lossless Image Compression based on Bit Plane Slicing CVPR 2024
DragDiffusion: Harnessing Diffusion Models for Interactive Point-based Image Editing CVPR 2024
LG-GNN: Local-Global Adaptive Graph Neural Network for Modeling Both Homophily and Heterophily IJCAI 2024
Continual learning of multi-modal dynamics with external memory L4DC 2024
EarthLoc: Astronaut Photography Localization by Indexing Earth from Space CVPR 2024
Distilling Reliable Knowledge for Instance-Dependent Partial Label Learning AAAI 2024
Graph neural networks and non-commuting operators NIPS 2024
What Do Language Models Hear? Probing for Auditory Representations in Language Models ACL 2024
BEM: Balanced and Entropy-based Mix for Long-Tailed Semi-Supervised Learning CVPR 2024
Learning Multi-Dimensional Human Preference for Text-to-Image Generation CVPR 2024