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contrastive learning

3979 papers

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Also known as

CONTRASTIVE-IDM COCLR CMS CL HINCE CPL CA CPC CLUE RINCE LCA FCL SC CACO CLR JCL ITC SCL SOFT-IC MNR CBL SOLAR SUPCON NT-XENT KCL GACL SEMCL CRS CVCL MCR DML NCCL CLKS CLIP CLAP COLAM GCL SIMCTG NCL INFONCE NCE DCL ICOL LCL CCL

Co-occurring keywords

representation learning (6174) self-supervised learning (3751) multimodal learning (4622) unsupervised learning (3255) graph neural network (3945) vision-language model (2235) zero-shot learning (3637) domain adaptation (4578) large language model (12755) transfer learning (5442)

Papers

Probabilistic Contrastive Learning Recovers the Correct Aleatoric Uncertainty of Ambiguous Inputs ICML 2023
Spatial-Temporal Graph Learning with Adversarial Contrastive Adaptation ICML 2023
Global Selection of Contrastive Batches via Optimization on Sample Permutations ICML 2023
CLIPood: Generalizing CLIP to Out-of-Distributions ICML 2023
Dual Propagation: Accelerating Contrastive Hebbian Learning with Dyadic Neurons ICML 2023
Policy Contrastive Imitation Learning ICML 2023
Improving Adversarial Robustness Through the Contrastive-Guided Diffusion Process ICML 2023
Enhancing Activity Prediction Models in Drug Discovery with the Ability to Understand Human Language ICML 2023
When Sparsity Meets Contrastive Models: Less Graph Data Can Bring Better Class-Balanced Representations ICML 2023
On the Generalization of Multi-modal Contrastive Learning ICML 2023
Part Aware Contrastive Learning for Self-Supervised Action Recognition IJCAI 2023
Rethinking InfoNCE: How Many Negative Samples Do You Need? IJCAI 2022
Language Models as Knowledge Embeddings IJCAI 2022
Self-Guided Hard Negative Generation for Unsupervised Person Re-Identification IJCAI 2022
Contrastive Quantization with Code Memory for Unsupervised Image Retrieval AAAI 2022
Self-Supervised Representation Learning Framework for Remote Physiological Measurement Using Spatiotemporal Augmentation Loss AAAI 2022
Ranking Info Noise Contrastive Estimation: Boosting Contrastive Learning via Ranked Positives AAAI 2022
DeepQR: Neural-Based Quality Ratings for Learnersourced Multiple-Choice Questions AAAI 2022
Frequency-Aware Contrastive Learning for Neural Machine Translation AAAI 2022
Sequence Level Contrastive Learning for Text Summarization AAAI 2022
Simple Unsupervised Graph Representation Learning AAAI 2022
Multimodal Adversarially Learned Inference with Factorized Discriminators AAAI 2022
Boosting Contrastive Learning with Relation Knowledge Distillation AAAI 2022
Optimal Positive Generation via Latent Transformation for Contrastive Learning NIPS 2022
CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP NIPS 2022