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Contrastive Learning

3535 directly classified papers

Papers per year

Papers

Next Visit Diagnosis Prediction via Medical Code-Centric Multimodal Contrastive EHR Modelling with Hierarchical Regularisation EACL 2024
Injecting Wiktionary to improve token-level contextual representations using contrastive learning EACL 2024
Integrating Deep Metric Learning with Coreset for Active Learning in 3D Segmentation NIPS 2024
Learning Distinguishable Trajectory Representation with Contrastive Loss NIPS 2024
Learning to Assist Humans without Inferring Rewards NIPS 2024
PLIP: Language-Image Pre-training for Person Representation Learning NIPS 2024
Contrasting with Symile: Simple Model-Agnostic Representation Learning for Unlimited Modalities NIPS 2024
Causal Contrastive Learning for Counterfactual Regression Over Time NIPS 2024
Seeing the Image: Prioritizing Visual Correlation by Contrastive Alignment NIPS 2024
Exploiting Descriptive Completeness Prior for Cross Modal Hashing with Incomplete Labels NIPS 2024
DALD: Improving Logits-based Detector without Logits from Black-box LLMs NIPS 2024
Disentangled Style Domain for Implicit $z$-Watermark Towards Copyright Protection NIPS 2024
RouterDC: Query-Based Router by Dual Contrastive Learning for Assembling Large Language Models NIPS 2024
TrajCLIP: Pedestrian trajectory prediction method using contrastive learning and idempotent networks NIPS 2024
Connecting Joint-Embedding Predictive Architecture with Contrastive Self-supervised Learning NIPS 2024
FineCLIP: Self-distilled Region-based CLIP for Better Fine-grained Understanding NIPS 2024
Interpreting and Analysing CLIP's Zero-Shot Image Classification via Mutual Knowledge NIPS 2024
Multi-view Masked Contrastive Representation Learning for Endoscopic Video Analysis NIPS 2024
CryoGEM: Physics-Informed Generative Cryo-Electron Microscopy NIPS 2024
Can Your Model Tell a Negation from an Implicature? Unravelling Challenges With Intent Encoders ACL 2024
Does DetectGPT Fully Utilize Perturbation? Bridging Selective Perturbation to Fine-tuned Contrastive Learning Detector would be Better ACL 2024
DM-BLI: Dynamic Multiple Subspaces Alignment for Unsupervised Bilingual Lexicon Induction ACL 2024
Generalizing Conversational Dense Retrieval via LLM-Cognition Data Augmentation ACL 2024
Text-to-Song: Towards Controllable Music Generation Incorporating Vocal and Accompaniment ACL 2024
Trial and Error: Exploration-Based Trajectory Optimization of LLM Agents ACL 2024