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Contrastive Learning

3535 directly classified papers

Papers per year

Papers

Contextrast: Contextual Contrastive Learning for Semantic Segmentation CVPR 2024
Tri-Modal Motion Retrieval by Learning a Joint Embedding Space CVPR 2024
Decoupling Static and Hierarchical Motion Perception for Referring Video Segmentation CVPR 2024
Universal Novelty Detection Through Adaptive Contrastive Learning CVPR 2024
Efficient Vision-Language Pre-training by Cluster Masking CVPR 2024
Building Vision-Language Models on Solid Foundations with Masked Distillation CVPR 2024
BadCLIP: Trigger-Aware Prompt Learning for Backdoor Attacks on CLIP CVPR 2024
Vid2Robot: End-to-end Video-conditioned Policy Learning with Cross-Attention Transformers RSS 2024
MAFA: Managing False Negatives for Vision-Language Pre-training CVPR 2024
Error Detection in Egocentric Procedural Task Videos CVPR 2024
PIGEON: Predicting Image Geolocations CVPR 2024
EEVR: A Dataset of Paired Physiological Signals and Textual Descriptions for Joint Emotion Representation Learning NIPS 2024
Learning Spatially-Aware Language and Audio Embeddings NIPS 2024
QUEST: Quadruple Multimodal Contrastive Learning with Constraints and Self-Penalization NIPS 2024
CLIPLoss and Norm-Based Data Selection Methods for Multimodal Contrastive Learning NIPS 2024
A Gradient Accumulation Method for Dense Retriever under Memory Constraint NIPS 2024
Inference via Interpolation: Contrastive Representations Provably Enable Planning and Inference NIPS 2024
Continuous Contrastive Learning for Long-Tailed Semi-Supervised Recognition NIPS 2024
Easy Regional Contrastive Learning of Expressive Fashion Representations NIPS 2024
Looking Similar Sounding Different: Leveraging Counterfactual Cross-Modal Pairs for Audiovisual Representation Learning CVPR 2024
Novel Class Discovery for Ultra-Fine-Grained Visual Categorization CVPR 2024
Self-Supervised Representation Learning from Arbitrary Scenarios CVPR 2024
A Simple Recipe for Contrastively Pre-training Video-First Encoders Beyond 16 Frames CVPR 2024
ReCoRe: Regularized Contrastive Representation Learning of World Model CVPR 2024
Revisiting Counterfactual Problems in Referring Expression Comprehension CVPR 2024