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Representation Learning

2843 directly classified papers

Papers per year

Papers

Controller-Guided Partial Label Consistency Regularization with Unlabeled Data AAAI 2024
SURE: SUrvey REcipes for building reliable and robust deep networks CVPR 2024
BEM: Balanced and Entropy-based Mix for Long-Tailed Semi-Supervised Learning 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
One-Shot Structure-Aware Stylized Image Synthesis CVPR 2024
Distribution-aware Knowledge Prototyping for Non-exemplar Lifelong Person Re-identification CVPR 2024
RedCore: Relative Advantage Aware Cross-Modal Representation Learning for Missing Modalities with Imbalanced Missing Rates AAAI 2024
Learning Representations for Robust Human-Robot Interaction AAAI 2024
CorrMatch: Label Propagation via Correlation Matching for Semi-Supervised Semantic Segmentation CVPR 2024
Mitigating Noisy Correspondence by Geometrical Structure Consistency Learning CVPR 2024
HAGO-Net: Hierarchical Geometric Message Passing for Molecular Representation Learning AAAI 2024
Upper Bounding Barlow Twins: A Novel Filter for Multi-Relational Clustering AAAI 2024
Convolutional Channel-Wise Competitive Learning for the Forward-Forward Algorithm AAAI 2024
Scaling Up Semi-supervised Learning with Unconstrained Unlabelled Data AAAI 2024
T2MAC: Targeted and Trusted Multi-Agent Communication through Selective Engagement and Evidence-Driven Integration AAAI 2024
Subword Segmentation in LLMs: Looking at Inflection and Consistency EMNLP 2024
SimCalib: Graph Neural Network Calibration Based on Similarity between Nodes AAAI 2024
Distilling Reliable Knowledge for Instance-Dependent Partial Label Learning AAAI 2024
Object Recognition as Next Token Prediction CVPR 2024
Learned Lossless Image Compression based on Bit Plane Slicing CVPR 2024
EarthLoc: Astronaut Photography Localization by Indexing Earth from Space CVPR 2024
On conditional diffusion models for PDE simulations NIPS 2024