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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

Enhancing Representation of Spiking Neural Networks via Similarity-Sensitive Contrastive Learning AAAI 2024
FACL-Attack: Frequency-Aware Contrastive Learning for Transferable Adversarial Attacks AAAI 2024
Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion ACL 2024
ConTempo: A Unified Temporally Contrastive Framework for Temporal Relation Extraction ACL 2024
Don’t Buy it! Reassessing the Ad Understanding Abilities of Contrastive Multimodal Models ACL 2024
Steering Llama 2 via Contrastive Activation Addition ACL 2024
Towards Better Understanding of Contrastive Sentence Representation Learning: A Unified Paradigm for Gradient ACL 2024
Expediting Contrastive Language-Image Pretraining via Self-Distilled Encoders AAAI 2024
CLASP: Cross-modal Alignment Using Pre-trained Unimodal Models ACL 2024
Enhancing Idiomatic Representation in Multiple Languages via an Adaptive Contrastive Triplet Loss ACL 2024
Label-aware Hard Negative Sampling Strategies with Momentum Contrastive Learning for Implicit Hate Speech Detection ACL 2024
Enhancing Conceptual Understanding in Multimodal Contrastive Learning through Hard Negative Samples ACL 2024
Delving into Multimodal Prompting for Fine-Grained Visual Classification AAAI 2024
TiMix: Text-Aware Image Mixing for Effective Vision-Language Pre-training AAAI 2024
SoftCLIP: Softer Cross-Modal Alignment Makes CLIP Stronger AAAI 2024
In-context Contrastive Learning for Event Causality Identification EMNLP 2024
Deciphering Rumors: A Multi-Task Learning Approach with Intent-aware Hierarchical Contrastive Learning EMNLP 2024
SignCLIP: Connecting Text and Sign Language by Contrastive Learning EMNLP 2024
Advancing Semantic Textual Similarity Modeling: A Regression Framework with Translated ReLU and Smooth K2 Loss EMNLP 2024
Interpretable Composition Attribution Enhancement for Visio-linguistic Compositional Understanding EMNLP 2024
Unleashing the Power of Emojis in Texts via Self-supervised Graph Pre-Training EMNLP 2024
Document Hashing with Multi-Grained Prototype-Induced Hierarchical Generative Model EMNLP 2024
MoCoKGC: Momentum Contrast Entity Encoding for Knowledge Graph Completion EMNLP 2024
Mimic: Speaking Style Disentanglement for Speech-Driven 3D Facial Animation AAAI 2024
Applying Contrastive Learning to Code Vulnerability Type Classification EMNLP 2024