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Contrastive Learning

3,535 papers

Papers per year

Papers

Multi-level Adaptive Contrastive Learning for Knowledge Internalization in Dialogue Generation EMNLP 2023
On the Stepwise Nature of Self-Supervised Learning ICML 2023
PubMedCLIP: How Much Does CLIP Benefit Visual Question Answering in the Medical Domain? EACL 2023
Towards a Holistic Understanding of Mathematical Questions with Contrastive Pre-training AAAI 2023
Re3Dial: Retrieve, Reorganize and Rescale Conversations for Long-Turn Open-Domain Dialogue Pre-training EMNLP 2023
Multi-level Graph Contrastive Prototypical Clustering IJCAI 2023
Graph Ordering Attention Networks AAAI 2023
When and How Does Known Class Help Discover Unknown Ones? Provable Understanding Through Spectral Analysis ICML 2023
Connecting Multi-modal Contrastive Representations NIPS 2023
Aligning Step-by-Step Instructional Diagrams to Video Demonstrations CVPR 2023
Joint Video Multi-Frame Interpolation and Deblurring Under Unknown Exposure Time CVPR 2023
Exploiting Contrastive Learning and Numerical Evidence for Confusing Legal Judgment Prediction EMNLP 2023
Not All Semantics are Created Equal: Contrastive Self-supervised Learning with Automatic Temperature Individualization ICML 2023
JOTR: 3D Joint Contrastive Learning with Transformers for Occluded Human Mesh Recovery ICCV 2023
HierVL: Learning Hierarchical Video-Language Embeddings CVPR 2023
Audio-Visual Grouping Network for Sound Localization From Mixtures CVPR 2023
GLCC: A General Framework for Graph-Level Clustering AAAI 2023
Prompt Tuning Pushes Farther, Contrastive Learning Pulls Closer: A Two-Stage Approach to Mitigate Social Biases ACL 2023
Contextual Interaction for Argument Post Quality Assessment EMNLP 2023
Dual Propagation: Accelerating Contrastive Hebbian Learning with Dyadic Neurons ICML 2023
Attribute and Structure Preserving Graph Contrastive Learning AAAI 2023
PIDRo: Parallel Isomeric Attention with Dynamic Routing for Text-Video Retrieval ICCV 2023
Finetune Like You Pretrain: Improved Finetuning of Zero-Shot Vision Models CVPR 2023
Unsupervised Domain Adaptation for Training Event-Based Networks Using Contrastive Learning and Uncorrelated Conditioning ICCV 2023
Sample and Predict Your Latent: Modality-free Sequential Disentanglement via Contrastive Estimation ICML 2023