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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

ConCerNet: A Contrastive Learning Based Framework for Automated Conservation Law Discovery and Trustworthy Dynamical System Prediction ICML 2023
RLEG: Vision-Language Representation Learning with Diffusion-based Embedding Generation ICML 2023
Which Features are Learnt by Contrastive Learning? On the Role of Simplicity Bias in Class Collapse and Feature Suppression ICML 2023
Rethinking Weak Supervision in Helping Contrastive Learning ICML 2023
SegCLIP: Patch Aggregation with Learnable Centers for Open-Vocabulary Semantic Segmentation ICML 2023
DUET: 2D Structured and Approximately Equivariant Representations ICML 2023
Open-VCLIP: Transforming CLIP to an Open-vocabulary Video Model via Interpolated Weight Optimization ICML 2023
Chameleon: Adapting to Peer Images for Planting Durable Backdoors in Federated Learning ICML 2023
Learning Dense Correspondences between Photos and Sketches ICML 2023
Compositional Exemplars for In-context Learning ICML 2023
Sample and Predict Your Latent: Modality-free Sequential Disentanglement via Contrastive Estimation ICML 2023
Sequential Multi-Dimensional Self-Supervised Learning for Clinical Time Series ICML 2023
Contrastive Example-Based Control L4DC 2023
Billy-Batson at SemEval-2023 Task 5: An Information Condensation based System for Clickbait Spoiling SEMEVAL 2023
MarsEclipse at SemEval-2023 Task 3: Multi-lingual and Multi-label Framing Detection with Contrastive Learning SEMEVAL 2023
Paparazzi: A Deep Dive into the Capabilities of Language and Vision Models for Grounding Viewpoint Descriptions EACL 2023
Towards Learning to Imitate from a Single Video Demonstration JMLR 2023
CellTranspose: Few-Shot Domain Adaptation for Cellular Instance Segmentation WACV 2023
Towards Online Domain Adaptive Object Detection WACV 2023
Contrastive Knowledge-Augmented Meta-Learning for Few-Shot Classification WACV 2023
Multi-View Action Recognition Using Contrastive Learning WACV 2023
Image-Text Pre-Training for Logo Recognition WACV 2023
Semantic Segmentation in Aerial Imagery Using Multi-Level Contrastive Learning With Local Consistency WACV 2023
MMST-ViT: Climate Change-aware Crop Yield Prediction via Multi-Modal Spatial-Temporal Vision Transformer ICCV 2023
Unsupervised Domain Adaptation for Training Event-Based Networks Using Contrastive Learning and Uncorrelated Conditioning ICCV 2023