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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

Measuring Morphological Fusion Using Partial Information Decomposition COLING 2022
Contrastive Data and Learning for Natural Language Processing NAACL 2022
Lacuna Reconstruction: Self-Supervised Pre-Training for Low-Resource Historical Document Transcription NAACL 2022
Learning Representations via a Robust Behavioral Metric for Deep Reinforcement Learning NIPS 2022
Robust Fine-Tuning of Zero-Shot Models CVPR 2022
Object-Category Aware Reinforcement Learning NIPS 2022
Palm up: Playing in the Latent Manifold for Unsupervised Pretraining NIPS 2022
PALMER: Perception - Action Loop with Memory for Long-Horizon Planning NIPS 2022
Improving Intrinsic Exploration with Language Abstractions NIPS 2022
VRL3: A Data-Driven Framework for Visual Deep Reinforcement Learning NIPS 2022
Provable Benefit of Multitask Representation Learning in Reinforcement Learning NIPS 2022
Does Self-supervised Learning Really Improve Reinforcement Learning from Pixels? NIPS 2022
On the Effect of Pre-training for Transformer in Different Modality on Offline Reinforcement Learning NIPS 2022
Learning Options via Compression NIPS 2022
Continuous MDP Homomorphisms and Homomorphic Policy Gradient NIPS 2022
Weakly Supervised Representation Learning with Sparse Perturbations NIPS 2022
Masked Autoencoding for Scalable and Generalizable Decision Making NIPS 2022
Improving Policy Learning via Language Dynamics Distillation NIPS 2022
Provable General Function Class Representation Learning in Multitask Bandits and MDP NIPS 2022
Understanding the Evolution of Linear Regions in Deep Reinforcement Learning NIPS 2022
A Closer Look at Offline RL Agents NIPS 2022
Reinforcement Learning with Automated Auxiliary Loss Search NIPS 2022
Using natural language and program abstractions to instill human inductive biases in machines NIPS 2022
Contrastive Video-Language Learning with Fine-grained Frame Sampling AACL 2022
Deconfounded Representation Similarity for Comparison of Neural Networks NIPS 2022