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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

No Representation, No Trust: Connecting Representation, Collapse, and Trust Issues in PPO NIPS 2024
Offline Multitask Representation Learning for Reinforcement Learning NIPS 2024
Counter-Current Learning: A Biologically Plausible Dual Network Approach for Deep Learning NIPS 2024
Unity by Diversity: Improved Representation Learning for Multimodal VAEs NIPS 2024
Understanding Transformer Reasoning Capabilities via Graph Algorithms NIPS 2024
Customized Multiple Clustering via Multi-Modal Subspace Proxy Learning NIPS 2024
Self-supervised Transformation Learning for Equivariant Representations NIPS 2024
SpeechForensics: Audio-Visual Speech Representation Learning for Face Forgery Detection NIPS 2024
Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs NIPS 2024
Alleviate Anchor-Shift: Explore Blind Spots with Cross-View Reconstruction for Incomplete Multi-View Clustering NIPS 2024
Instruction Embedding: Latent Representations of Instructions Towards Task Identification NIPS 2024
How JEPA Avoids Noisy Features: The Implicit Bias of Deep Linear Self Distillation Networks NIPS 2024
Accelerating Augmentation Invariance Pretraining NIPS 2024
Integrating Quasi-symbolic Conceptual Knowledge into Language Model Pre-training CONLL 2024
Revealing the Dark Secrets of Masked Image Modeling CVPR 2023
MAGE: MAsked Generative Encoder To Unify Representation Learning and Image Synthesis CVPR 2023
Vector Quantization With Self-Attention for Quality-Independent Representation Learning CVPR 2023
Stare at What You See: Masked Image Modeling Without Reconstruction CVPR 2023
Complete-to-Partial 4D Distillation for Self-Supervised Point Cloud Sequence Representation Learning CVPR 2023
Hierarchical Discriminative Learning Improves Visual Representations of Biomedical Microscopy CVPR 2023
Teaching Matters: Investigating the Role of Supervision in Vision Transformers CVPR 2023
Generic-to-Specific Distillation of Masked Autoencoders CVPR 2023
Modality-Agnostic Debiasing for Single Domain Generalization CVPR 2023
SVGformer: Representation Learning for Continuous Vector Graphics Using Transformers CVPR 2023
Learning Attribute and Class-Specific Representation Duet for Fine-Grained Fashion Analysis CVPR 2023