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Representation Learning

18,863 papers

Papers per year

Papers

LLM-ESR: Large Language Models Enhancement for Long-tailed Sequential Recommendation NIPS 2024
Reparameterized Multi-Resolution Convolutions for Long Sequence Modelling NIPS 2024
Learning from Pattern Completion: Self-supervised Controllable Generation NIPS 2024
Efficiency for Free: Ideal Data Are Transportable Representations NIPS 2024
Text2NKG: Fine-Grained N-ary Relation Extraction for N-ary relational Knowledge Graph Construction NIPS 2024
Generative Forests NIPS 2024
Don't Look Twice: Faster Video Transformers with Run-Length Tokenization NIPS 2024
Probabilistic Graph Rewiring via Virtual Nodes NIPS 2024
FuseFL: One-Shot Federated Learning through the Lens of Causality with Progressive Model Fusion NIPS 2024
Multi-Chain Graphs of Graphs: A New Approach to Analyzing Blockchain Datasets NIPS 2024
Toward Robust Incomplete Multimodal Sentiment Analysis via Hierarchical Representation Learning NIPS 2024
QUEST: Quadruple Multimodal Contrastive Learning with Constraints and Self-Penalization NIPS 2024
Face2QR: A Unified Framework for Aesthetic, Face-Preserving, and Scannable QR Code Generation NIPS 2024
VideoTetris: Towards Compositional Text-to-Video Generation NIPS 2024
SubgDiff: A Subgraph Diffusion Model to Improve Molecular Representation Learning NIPS 2024
Non-parametric classification via expand-and-sparsify representation NIPS 2024
ActAnywhere: Subject-Aware Video Background Generation NIPS 2024
Measuring Dejavu Memorization Efficiently NIPS 2024
Learning Human-like Representations to Enable Learning Human Values NIPS 2024
Inverse M-Kernels for Linear Universal Approximators of Non-Negative Functions NIPS 2024
Frequency Adaptive Normalization For Non-stationary Time Series Forecasting NIPS 2024
Beyond Redundancy: Information-aware Unsupervised Multiplex Graph Structure Learning NIPS 2024
Interpretable Mesomorphic Networks for Tabular Data NIPS 2024
The tree autoencoder model, with application to hierarchical data visualization NIPS 2024
Neural Network Reparametrization for Accelerated Optimization in Molecular Simulations NIPS 2024