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contrastive learning

4032 papers

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Also known as

CL

Co-occurring keywords

representation learning (6206) self-supervised learning (3777) multimodal learning (4645) unsupervised learning (3264) graph neural network (3962) vision-language model (2348) zero-shot learning (3650) domain adaptation (4595) large language model (13587) transfer learning (5449)

Papers

ProphetChat: Enhancing Dialogue Generation with Simulation of Future Conversation ACL 2022
Mitigating the Inconsistency Between Word Saliency and Model Confidence with Pathological Contrastive Training ACL 2022
Virtual Augmentation Supported Contrastive Learning of Sentence Representations ACL 2022
ReCLIP: A Strong Zero-Shot Baseline for Referring Expression Comprehension ACL 2022
GanOrCon: Are Generative Models Useful for Few-Shot Segmentation? CVPR 2022
C2AM: Contrastive Learning of Class-Agnostic Activation Map for Weakly Supervised Object Localization and Semantic Segmentation CVPR 2022
ViSTA: Vision and Scene Text Aggregation for Cross-Modal Retrieval CVPR 2022
DenseCLIP: Language-Guided Dense Prediction With Context-Aware Prompting CVPR 2022
MirrorAlign: A Super Lightweight Unsupervised Word Alignment Model via Cross-Lingual Contrastive Learning ACL 2022
Fair Contrastive Learning for Facial Attribute Classification CVPR 2022
CLIP-NeRF: Text-and-Image Driven Manipulation of Neural Radiance Fields CVPR 2022
Image-to-Lidar Self-Supervised Distillation for Autonomous Driving Data CVPR 2022
RegionCLIP: Region-Based Language-Image Pretraining CVPR 2022
Locality-Aware Inter- and Intra-Video Reconstruction for Self-Supervised Correspondence Learning CVPR 2022
Learning Pixel Trajectories With Multiscale Contrastive Random Walks CVPR 2022
SCD: Self-Contrastive Decorrelation of Sentence Embeddings ACL 2022
Contrastive Instruction-Trajectory Learning for Vision-Language Navigation AAAI 2022
BatchFormer: Learning To Explore Sample Relationships for Robust Representation Learning CVPR 2022
Point Cloud Pre-Training With Natural 3D Structures CVPR 2022
FineDiving: A Fine-Grained Dataset for Procedure-Aware Action Quality Assessment CVPR 2022
ZeroCap: Zero-Shot Image-to-Text Generation for Visual-Semantic Arithmetic CVPR 2022
A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings ACL 2022
InfoCSE: Information-aggregated Contrastive Learning of Sentence Embeddings EMNLP 2022
STNDT: Modeling Neural Population Activity with Spatiotemporal Transformers NIPS 2022
Towards Learning (Dis)-Similarity of Source Code from Program Contrasts ACL 2022