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contrastive pre-training

49 papers

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contrastive learning (25) representation learning (8) multimodal learning (6) vision-language model (5) large language model (3) zero-shot learning (3) code representation (2) code search (2) compositional understanding (2) graph neural network (2)

Papers

Adaptive Instruction Composition for Automated LLM Red-Teaming ACL 2026 CLEP: Contrastive Language-Pose Pretraining CVPR 2026 DMRetriever: A Family of Models for Improved Text Retrieval in Disaster Management ACL 2026 PowerCLIP: Powerset Alignment for Contrastive Pre-Training CVPR 2026 PP-Brep: Few-Shot B-rep Classification with Hybrid Graph Representation CVPR 2026 Revisiting Unknowns: Towards Effective and Efficient Open-Set Active Learning CVPR 2026 X-Cardia: Phenotype-Guided Cross-Modal Alignment for Opportunistic Cardiac Screening on Routine Chest CT MIDL 2026 HGMP: Heterogeneous Graph Multi-Task Prompt Learning IJCAI 2025 Limited Generalizability in Argument Mining: State-Of-The-Art Models Learn Datasets, Not Arguments ACL 2025 NeighXLM: Enhancing Cross-Lingual Transfer in Low-Resource Languages via Neighbor-Augmented Contrastive Pretraining EMNLP 2025 SCAN: Bootstrapping Contrastive Pre-training for Data Efficiency ICCV 2025 SCOT: Self-Supervised Contrastive Pretraining for Zero-Shot Compositional Retrieval WACV 2025 SENTRA: Selected-Next-Token Transformer for LLM Text Detection EMNLP 2025 A Simple Recipe for Contrastively Pre-training Video-First Encoders Beyond 16 Frames CVPR 2024 Building a Strong Pre-Training Baseline for Universal 3D Large-Scale Perception CVPR 2024 Contrastive Pre-Training with Multi-View Fusion for No-Reference Point Cloud Quality Assessment CVPR 2024 From General LLM to Translation: How We Dramatically Improve Translation Quality Using Human Evaluation Data for LLM Finetuning EMNLP 2024 Multi-Modal Automatic Prosody Annotation with Contrastive Pretraining of Speech-Silence and Word-Punctuation Interspeech 2024 PIGEON: Predicting Image Geolocations CVPR 2024 ProCQA: A Large-scale Community-based Programming Question Answering Dataset for Code Search COLING 2024 Prompting is a Double-Edged Sword: Improving Worst-Group Robustness of Foundation Models ICML 2024 Text-to-Song: Towards Controllable Music Generation Incorporating Vocal and Accompaniment ACL 2024 CLAPSpeech: Learning Prosody from Text Context with Contrastive Language-Audio Pre-Training ACL 2023 Commonsense Knowledge Graph Completion Via Contrastive Pretraining and Node Clustering ACL 2023 Contrastive Pre-training for Personalized Expert Finding EMNLP 2023