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

Positive-Unlabeled Learning by Latent Group-Aware Meta Disambiguation CVPR 2024

Embedding Dimension of Contrastive Learning and $k$-Nearest Neighbors NIPS 2024

RegionPLC: Regional Point-Language Contrastive Learning for Open-World 3D Scene Understanding CVPR 2024

Text Prompt with Normality Guidance for Weakly Supervised Video Anomaly Detection CVPR 2024

An Asymmetric Augmented Self-Supervised Learning Method for Unsupervised Fine-Grained Image Hashing CVPR 2024

VicTR: Video-conditioned Text Representations for Activity Recognition CVPR 2024

Calibrating Multi-modal Representations: A Pursuit of Group Robustness without Annotations CVPR 2024

Relaxed Contrastive Learning for Federated Learning CVPR 2024

SaCo Loss: Sample-wise Affinity Consistency for Vision-Language Pre-training CVPR 2024

UniBind: LLM-Augmented Unified and Balanced Representation Space to Bind Them All CVPR 2024

Semantic Shield: Defending Vision-Language Models Against Backdooring and Poisoning via Fine-grained Knowledge Alignment CVPR 2024

CPLIP: Zero-Shot Learning for Histopathology with Comprehensive Vision-Language Alignment CVPR 2024

Customizing Language Model Responses with Contrastive In-Context Learning AAAI 2024

AdaCCD: Adaptive Semantic Contrasts Discovery Based Cross Lingual Adaptation for Code Clone Detection AAAI 2024

Toward Open-Set Human Object Interaction Detection AAAI 2024

Stitching Segments and Sentences towards Generalization in Video-Text Pre-training AAAI 2024

Can Your Model Tell a Negation from an Implicature? Unravelling Challenges With Intent Encoders ACL 2024

What Do Language Models Hear? Probing for Auditory Representations in Language Models ACL 2024

Text-to-Song: Towards Controllable Music Generation Incorporating Vocal and Accompaniment ACL 2024

Enhancing EEG-to-Text Decoding through Transferable Representations from Pre-trained Contrastive EEG-Text Masked Autoencoder ACL 2024

ColorSwap: A Color and Word Order Dataset for Multimodal Evaluation ACL 2024

Iterated Learning Improves Compositionality in Large Vision-Language Models CVPR 2024

Jack of All Tasks Master of Many: Designing General-Purpose Coarse-to-Fine Vision-Language Model CVPR 2024

Hallucination Augmented Contrastive Learning for Multimodal Large Language Model CVPR 2024

Refine, Align, and Aggregate: Multi-view Linguistic Features Enhancement for Aspect Sentiment Triplet Extraction ACL 2024