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representation learning

6206 papers

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Also known as

RL

Co-occurring keywords

contrastive learning (4032) self-supervised learning (3777) transfer learning (5449) neural network (6616) unsupervised learning (3264) graph neural network (3962) multimodal learning (4645) domain adaptation (4595) feature learning (1311) language model (4599)

Papers

FFF: Fixing Flawed Foundations in Contrastive Pre-Training Results in Very Strong Vision-Language Models CVPR 2024
GLID: Pre-training a Generalist Encoder-Decoder Vision Model CVPR 2024
OmniVec2 - A Novel Transformer based Network for Large Scale Multimodal and Multitask Learning CVPR 2024
DeiT-LT: Distillation Strikes Back for Vision Transformer Training on Long-Tailed Datasets CVPR 2024
Learning Equi-angular Representations for Online Continual Learning CVPR 2024
MLIP: Enhancing Medical Visual Representation with Divergence Encoder and Knowledge-guided Contrastive Learning CVPR 2024
Hierarchical Correlation Clustering and Tree Preserving Embedding CVPR 2024
Do Vision and Language Encoders Represent the World Similarly? CVPR 2024
Federated Generalized Category Discovery CVPR 2024
Point Cloud Pre-training with Diffusion Models CVPR 2024
ChAda-ViT : Channel Adaptive Attention for Joint Representation Learning of Heterogeneous Microscopy Images CVPR 2024
OrCo: Towards Better Generalization via Orthogonality and Contrast for Few-Shot Class-Incremental Learning CVPR 2024
Building Vision-Language Models on Solid Foundations with Masked Distillation CVPR 2024
Classes Are Not Equal: An Empirical Study on Image Recognition Fairness CVPR 2024
Neural Clustering based Visual Representation Learning CVPR 2024
Self-supervised Debiasing Using Low Rank Regularization CVPR 2024
CA-SSLR: Condition-Aware Self-Supervised Learning Representation for Generalized Speech Processing NIPS 2024
Déjà Vu Memorization in Vision–Language Models NIPS 2024
Reproducibility of predictive networks for mouse visual cortex NIPS 2024
Language Models as Hierarchy Encoders NIPS 2024
Easy Regional Contrastive Learning of Expressive Fashion Representations NIPS 2024
Cross-video Identity Correlating for Person Re-identification Pre-training NIPS 2024
Generalizable Person Re-identification via Balancing Alignment and Uniformity NIPS 2024
Harnessing small projectors and multiple views for efficient vision pretraining NIPS 2024
Mean-Field Analysis for Learning Subspace-Sparse Polynomials with Gaussian Input NIPS 2024