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Contrastive Learning

1193 directly classified papers

Papers per year

Papers

C-CLIP: Contrastive Image-Text Encoders To Close the Descriptive-Commentative Gap WACV 2024
Contrasting with Symile: Simple Model-Agnostic Representation Learning for Unlimited Modalities NIPS 2024
Towards Better Understanding of Contrastive Sentence Representation Learning: A Unified Paradigm for Gradient ACL 2024
Data-Efficient Contrastive Language-Image Pretraining: Prioritizing Data Quality over Quantity AISTATS 2024
CLIP-BEVFormer: Enhancing Multi-View Image-Based BEV Detector with Ground Truth Flow CVPR 2024
Cross-Domain Contrastive Learning for Time Series Clustering AAAI 2024
D2LLM: Decomposed and Distilled Large Language Models for Semantic Search ACL 2024
BadCLIP: Trigger-Aware Prompt Learning for Backdoor Attacks on CLIP CVPR 2024
PIGEON: Predicting Image Geolocations CVPR 2024
Learn to Rectify the Bias of CLIP for Unsupervised Semantic Segmentation CVPR 2024
FFF: Fixing Flawed Foundations in Contrastive Pre-Training Results in Very Strong Vision-Language Models CVPR 2024
Improving Graph Contrastive Learning via Adaptive Positive Sampling CVPR 2024
Polos: Multimodal Metric Learning from Human Feedback for Image Captioning CVPR 2024
CLASP: Cross-modal Alignment Using Pre-trained Unimodal Models ACL 2024
Improving Discriminative Capability of Reward Models in RLHF Using Contrastive Learning EMNLP 2024
HAAV: Hierarchical Aggregation of Augmented Views for Image Captioning CVPR 2023
SwAMP: Swapped Assignment of Multi-Modal Pairs for Cross-Modal Retrieval AISTATS 2023
Understanding Multimodal Contrastive Learning and Incorporating Unpaired Data AISTATS 2023
Truncate-Split-Contrast: A Framework for Learning from Mislabeled Videos AAAI 2023
AsthmaSCELNet: A Lightweight Supervised Contrastive Embedding Learning Framework for Asthma Classification Using Lung Sounds INTERSPEECH 2023
HaLP: Hallucinating Latent Positives for Skeleton-Based Self-Supervised Learning of Actions CVPR 2023
Audio Retrieval with WavText5K and CLAP Training INTERSPEECH 2023
Relation-based Counterfactual Data Augmentation and Contrastive Learning for Robustifying Natural Language Inference Models INTERSPEECH 2023
Inter-image Contrastive Consistency for Multi-Person Pose Estimation AAAI 2023
Attention-based Interactive Disentangling Network for Instance-level Emotional Voice Conversion INTERSPEECH 2023