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Representation Learning

2843 directly classified papers

Papers per year

Papers

Object Recognition as Next Token Prediction CVPR 2024
DePRL: Achieving Linear Convergence Speedup in Personalized Decentralized Learning with Shared Representations AAAI 2024
Studying the Interplay between Information Loss and Operation Loss in Representations for Classification JMLR 2024
Distribution-aware Knowledge Prototyping for Non-exemplar Lifelong Person Re-identification CVPR 2024
Supervised Anomaly Detection for Complex Industrial Images CVPR 2024
Check Locate Rectify: A Training-Free Layout Calibration System for Text-to-Image Generation CVPR 2024
Distribution Learning via Neural Differential Equations: A Nonparametric Statistical Perspective JMLR 2024
An Entropy-Based Model for Hierarchical Learning JMLR 2024
A Kernel Test for Causal Association via Noise Contrastive Backdoor Adjustment JMLR 2024
Sparse Representer Theorems for Learning in Reproducing Kernel Banach Spaces JMLR 2024
Controller-Guided Partial Label Consistency Regularization with Unlabeled Data AAAI 2024
RedCore: Relative Advantage Aware Cross-Modal Representation Learning for Missing Modalities with Imbalanced Missing Rates AAAI 2024
SimCalib: Graph Neural Network Calibration Based on Similarity between Nodes AAAI 2024
Comprehensive View Embedding Learning for Single-Cell Multimodal Integration AAAI 2024
GraFITi: Graphs for Forecasting Irregularly Sampled Time Series AAAI 2024
Attribute-Missing Graph Clustering Network AAAI 2024
Subword Segmentation in LLMs: Looking at Inflection and Consistency EMNLP 2024
Distilling Reliable Knowledge for Instance-Dependent Partial Label Learning AAAI 2024
Promoting Counterfactual Robustness through Diversity AAAI 2024
BEM: Balanced and Entropy-based Mix for Long-Tailed Semi-Supervised Learning CVPR 2024
A Geometric View of Data Complexity: Efficient Local Intrinsic Dimension Estimation with Diffusion Models NIPS 2024
A Multi-Perspective Analysis of Memorization in Large Language Models EMNLP 2024
The effects of distance on NPI illusive effects in BERT EMNLP 2024
On Eliciting Syntax from Language Models via Hashing EMNLP 2024
Learning to Extract Structured Entities Using Language Models EMNLP 2024