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

Certifiably Robust Graph Contrastive Learning NIPS 2023

Implicit Contrastive Representation Learning with Guided Stop-gradient NIPS 2023

Factorized Contrastive Learning: Going Beyond Multi-view Redundancy NIPS 2023

Improving Self-supervised Molecular Representation Learning using Persistent Homology NIPS 2023

DrugCLIP: Contrastive Protein-Molecule Representation Learning for Virtual Screening NIPS 2023

Contrastive Training of Complex-Valued Autoencoders for Object Discovery NIPS 2023

Slimmed Asymmetrical Contrastive Learning and Cross Distillation for Lightweight Model Training NIPS 2023

SimMMDG: A Simple and Effective Framework for Multi-modal Domain Generalization NIPS 2023

Self-Weighted Contrastive Learning among Multiple Views for Mitigating Representation Degeneration NIPS 2023

Training neural operators to preserve invariant measures of chaotic attractors NIPS 2023

Energy-based learning algorithms for analog computing: a comparative study NIPS 2023

Towards Semi-Structured Automatic ICD Coding via Tree-based Contrastive Learning NIPS 2023

Learning Environment-Aware Affordance for 3D Articulated Object Manipulation under Occlusions NIPS 2023

Architecture Matters: Uncovering Implicit Mechanisms in Graph Contrastive Learning NIPS 2023

Masked Two-channel Decoupling Framework for Incomplete Multi-view Weak Multi-label Learning NIPS 2023

Are These the Same Apple? Comparing Images Based on Object Intrinsics NIPS 2023

Graph Contrastive Learning with Stable and Scalable Spectral Encoding NIPS 2023

Cola: A Benchmark for Compositional Text-to-image Retrieval NIPS 2023

Image Captioners Are Scalable Vision Learners Too NIPS 2023

Test-Time Distribution Normalization for Contrastively Learned Visual-language Models NIPS 2023

Improving Audio-Text Retrieval via Hierarchical Cross-Modal Interaction and Auxiliary Captions INTERSPEECH 2023

MT-SLVR: Multi-Task Self-Supervised Learning for Transformation In(Variant) Representations INTERSPEECH 2023

Towards Attention-based Contrastive Learning for Audio Spoof Detection INTERSPEECH 2023

DiffusionRet: Generative Text-Video Retrieval with Diffusion Model ICCV 2023

UCF: Uncovering Common Features for Generalizable Deepfake Detection ICCV 2023