conftrace_
← Learning Types
Machine Learning › Learning Types ›

Contrastive Learning

3,535 papers

Papers per year

Papers

Can Sequence-to-Sequence Transformers Naturally Understand Sequential Instructions? ACL 2023
Improving Factuality of Abstractive Summarization via Contrastive Reward Learning ACL 2023
Exploration of Contrastive Learning Strategies toward more Robust Stance Detection ACL 2023
BpHigh at WASSA 2023: Using Contrastive Learning to build Sentence Transformer models for Multi-Class Emotion Classification in Code-mixed Urdu ACL 2023
Cross-Platform and Cross-Domain Abusive Language Detection with Supervised Contrastive Learning ACL 2023
Graph Contrastive Learning with Group Whitening ACML 2023
Understanding Multimodal Contrastive Learning and Incorporating Unpaired Data AISTATS 2023
A Contrastive Approach to Online Change Point Detection AISTATS 2023
CLIP-Lite: Information Efficient Visual Representation Learning with Language Supervision AISTATS 2023
SwAMP: Swapped Assignment of Multi-Modal Pairs for Cross-Modal Retrieval AISTATS 2023
Spectral Augmentations for Graph Contrastive Learning AISTATS 2023
InfoNCE Loss Provably Learns Cluster-Preserving Representations COLT 2023
HNC: Leveraging Hard Negative Captions towards Models with Fine-Grained Visual-Linguistic Comprehension Capabilities CONLL 2023
MoLo: Motion-Augmented Long-Short Contrastive Learning for Few-Shot Action Recognition CVPR 2023
Contrastive Semi-Supervised Learning for Underwater Image Restoration via Reliable Bank CVPR 2023
CLIP2Scene: Towards Label-Efficient 3D Scene Understanding by CLIP CVPR 2023
Masked Scene Contrast: A Scalable Framework for Unsupervised 3D Representation Learning CVPR 2023
SliceMatch: Geometry-Guided Aggregation for Cross-View Pose Estimation CVPR 2023
Prefix Conditioning Unifies Language and Label Supervision CVPR 2023
CVT-SLR: Contrastive Visual-Textual Transformation for Sign Language Recognition With Variational Alignment CVPR 2023
You Do Not Need Additional Priors or Regularizers in Retinex-Based Low-Light Image Enhancement CVPR 2023
Understanding and Constructing Latent Modality Structures in Multi-Modal Representation Learning CVPR 2023
Explicit Boundary Guided Semi-Push-Pull Contrastive Learning for Supervised Anomaly Detection CVPR 2023
DeCo: Decomposition and Reconstruction for Compositional Temporal Grounding via Coarse-To-Fine Contrastive Ranking CVPR 2023
RA-CLIP: Retrieval Augmented Contrastive Language-Image Pre-Training CVPR 2023