contrastive learning

3979 papers

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

Relation-based Counterfactual Data Augmentation and Contrastive Learning for Robustifying Natural Language Inference Models INTERSPEECH 2023

A Simple Zero-shot Prompt Weighting Technique to Improve Prompt Ensembling in Text-Image Models ICML 2023

Not All Semantics are Created Equal: Contrastive Self-supervised Learning with Automatic Temperature Individualization ICML 2023

The Role of Entropy and Reconstruction in Multi-View Self-Supervised Learning ICML 2023

When and How Does Known Class Help Discover Unknown Ones? Provable Understanding Through Spectral Analysis ICML 2023

Patch-level Contrastive Learning via Positional Query for Visual Pre-training ICML 2023

Generalization Analysis for Contrastive Representation Learning ICML 2023

Multi-Symmetry Ensembles: Improving Diversity and Generalization via Opposing Symmetries ICML 2023

Contrast with Reconstruct: Contrastive 3D Representation Learning Guided by Generative Pretraining ICML 2023

A Picture of the Space of Typical Learnable Tasks ICML 2023

Flexible Phase Dynamics for Bio-Plausible Contrastive Learning ICML 2023

CoCo: A Coupled Contrastive Framework for Unsupervised Domain Adaptive Graph Classification ICML 2023

Prototype-Sample Relation Distillation: Towards Replay-Free Continual Learning ICML 2023

Integrating Prior Knowledge in Contrastive Learning with Kernel ICML 2023

Searching Large Neighborhoods for Integer Linear Programs with Contrastive Learning ICML 2023

SOM-CPC: Unsupervised Contrastive Learning with Self-Organizing Maps for Structured Representations of High-Rate Time Series ICML 2023

Mao-Zedong at SemEval-2023 Task 4: Label Represention Multi-Head Attention Model with Contrastive Learning-Enhanced Nearest Neighbor Mechanism for Multi-Label Text Classification SEMEVAL 2023

T.M. Scanlon at SemEval-2023 Task 4: Leveraging Pretrained Language Models for Human Value Argument Mining with Contrastive Learning SEMEVAL 2023

HHS at SemEval-2023 Task 10: A Comparative Analysis of Sexism Detection Based on the RoBERTa Model SEMEVAL 2023

Adapting Language-Audio Models as Few-Shot Audio Learners INTERSPEECH 2023

Answer-state Recurrent Relational Network (AsRRN) for Constructed Response Assessment and Feedback Grouping EMNLP 2023

Hallucination Detection for Grounded Instruction Generation EMNLP 2023

Towards Zero-shot Relation Extraction in Web Mining: A Multimodal Approach with Relative XML Path EMNLP 2023

CALIP: Zero-Shot Enhancement of CLIP with Parameter-Free Attention AAAI 2023

Synthetic Data Can Also Teach: Synthesizing Effective Data for Unsupervised Visual Representation Learning AAAI 2023