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Contrastive Learning

3,535 papers

Papers per year

Papers

Object Attribute Matters in Visual Question Answering AAAI 2024
VAEGPT-Sim: Improving Sentence Representation with Limited Corpus Using Gradually-Denoising VAE ACL 2024
TaiChi: Improving the Robustness of NLP Models by Seeking Common Ground While Reserving Differences COLING 2024
GPA: Global and Prototype Alignment for Audio-Text Retrieval INTERSPEECH 2024
CEPT: A Contrast-Enhanced Prompt-Tuning Framework for Emotion Recognition in Conversation COLING 2024
Contextrast: Contextual Contrastive Learning for Semantic Segmentation CVPR 2024
To be Continuous, or to be Discrete, Those are Bits of Questions ACL 2024
Contrastive Learning Approach for Assessment of Phonological Precision in Patients with Tongue Cancer Using MRI Data INTERSPEECH 2024
Group-Wise Contrastive Bottleneck for Weakly-Supervised Visual Representation Learning WACV 2024
Enhancing Aspect Sentiment Quad Prediction through Dual-Sequence Data Augmentation and Contrastive Learning ACML 2024
A Unified Framework for 3D Scene Understanding NIPS 2024
Speech Sense Disambiguation: Tackling Homophone Ambiguity in End-to-End Speech Translation ACL 2024
MLIP: Enhancing Medical Visual Representation with Divergence Encoder and Knowledge-guided Contrastive Learning CVPR 2024
Contextual Augmented Global Contrast for Multimodal Intent Recognition CVPR 2024
Pseudo-Label Calibration Semi-supervised Multi-Modal Entity Alignment AAAI 2024
Advancing Semantic Textual Similarity Modeling: A Regression Framework with Translated ReLU and Smooth K2 Loss EMNLP 2024
Bridging the Semantic Latent Space between Brain and Machine: Similarity Is All You Need AAAI 2024
DiffATR: Diffusion-based Generative Modeling for Audio-Text Retrieval INTERSPEECH 2024
LA-UCL: LLM-Augmented Unsupervised Contrastive Learning Framework for Few-Shot Text Classification COLING 2024
Simple Temperature Cool-down in Contrastive Framework for Unsupervised Sentence Representation Learning EACL 2024
Decoding Climate Disagreement: A Graph Neural Network-Based Approach to Understanding Social Media Dynamics ACL 2024
Multi-modal Semantic Understanding with Contrastive Cross-modal Feature Alignment COLING 2024
CM-Off-Meme: Code-Mixed Hindi-English Offensive Meme Detection with Multi-Task Learning by Leveraging Contextual Knowledge COLING 2024
CLIM: Contrastive Language-Image Mosaic for Region Representation AAAI 2024
Unifying Multi-Modal Uncertainty Modeling and Semantic Alignment for Text-to-Image Person Re-identification AAAI 2024