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representation learning

6174 papers

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Also known as

WAV2VEC2.0 RL NRMS NDFS

Co-occurring keywords

contrastive learning (3979) self-supervised learning (3751) transfer learning (5442) neural network (6616) unsupervised learning (3255) graph neural network (3945) multimodal learning (4622) domain adaptation (4578) feature learning (1309) language model (4573)

Papers

GreenKGC: A Lightweight Knowledge Graph Completion Method ACL 2023
Adapting Neural Link Predictors for Data-Efficient Complex Query Answering NIPS 2023
Inverse Dynamics Pretraining Learns Good Representations for Multitask Imitation NIPS 2023
Quilt-1M: One Million Image-Text Pairs for Histopathology NIPS 2023
Adversarial Multi-task Learning for End-to-end Metaphor Detection ACL 2023
Label Agnostic Pre-training for Zero-shot Text Classification ACL 2023
UniS-MMC: Multimodal Classification via Unimodality-supervised Multimodal Contrastive Learning ACL 2023
Can LMs Store and Retrieve 1-to-N Relational Knowledge? ACL 2023
Freeze then Train: Towards Provable Representation Learning under Spurious Correlations and Feature Noise AISTATS 2023
Robust Concept Erasure via Kernelized Rate-Distortion Maximization NIPS 2023
ViT-AE++: Improving Vision Transformer Autoencoder for Self-supervised Medical Image Representations MIDL 2023
Feature Dropout: Revisiting the Role of Augmentations in Contrastive Learning NIPS 2023
Imbalanced Label Distribution Learning AAAI 2023
Understanding Representation Learnability of Nonlinear Self-Supervised Learning AAAI 2023
I’m Me, We’re Us, and I’m Us: Tri-directional Contrastive Learning on Hypergraphs AAAI 2023
POEM: Polarization of Embeddings for Domain-Invariant Representations AAAI 2023
Bootstrapping Multi-View Representations for Fake News Detection AAAI 2023
Fair Representation Learning for Recommendation: A Mutual Information Perspective AAAI 2023
Video-Text Pre-training with Learned Regions for Retrieval AAAI 2023
Fine-Grained Retrieval Prompt Tuning AAAI 2023
FoPro: Few-Shot Guided Robust Webly-Supervised Prototypical Learning AAAI 2023
Self-Supervised Interest Transfer Network via Prototypical Contrastive Learning for Recommendation AAAI 2023
Representations and Exploration for Deep Reinforcement Learning using Singular Value Decomposition ICML 2023
Reinforcement Learning from Passive Data via Latent Intentions ICML 2023
Provably Efficient Representation Learning with Tractable Planning in Low-Rank POMDP ICML 2023