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representation learning

6206 papers

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Also known as

RL

Co-occurring keywords

contrastive learning (4032) self-supervised learning (3777) transfer learning (5449) neural network (6616) unsupervised learning (3264) graph neural network (3962) multimodal learning (4645) domain adaptation (4595) feature learning (1311) language model (4599)

Papers

Challenging Assumptions in Learning Generic Text Style Embeddings NAACL 2025
Let Modalities Teach Each Other: Modal-Collaborative Knowledge Extraction and Fusion for Multimodal Knowledge Graph Completion NAACL 2025
CTPD: Cross-Modal Temporal Pattern Discovery for Enhanced Multimodal Electronic Health Records Analysis ACL 2025
Large Language Models for Anomaly and Out-of-Distribution Detection: A Survey NAACL 2025
Rethinking Contrastive Learning in Graph Anomaly Detection: A Clean-View Perspective IJCAI 2025
Emergence of symbolic abstraction heads for in-context learning in large language models COLING 2025
A Practical Method for Generating String Counterfactuals NAACL 2025
Dual Encoder Contrastive Learning with Augmented Views for Graph Anomaly Detection IJCAI 2025
RIPE: Reinforcement Learning on Unlabeled Image Pairs for Robust Keypoint Extraction ICCV 2025
Enhancing Multimodal Protein Function Prediction Through Dual-Branch Dynamic Selection with Reconstructive Pre-Training IJCAI 2025
Causal Learning Meet Covariates: Empowering Lightweight and Effective Nationwide Air Quality Forecasting IJCAI 2025
Exploring Working Memory Capacity in LLMs: From Stressors to Human-Inspired Strategies AACL 2025
How Much is Too Much? Exploring LoRA Rank Trade-offs for Retaining Knowledge and Domain Robustness AACL 2025
Statistical inference on black-box generative models in the data kernel perspective space ACL 2025
Uncovering Cultural Representation Disparities in Vision-Language Models AACL 2025
Exploring Transferable Homogenous Groups for Compositional Zero-Shot Learning IJCAI 2025
Variational Graph Auto-Encoder Driven Graph Enhancement for Sequential Recommendation IJCAI 2025
CAMSIC: Content-aware Masked Image Modeling Transformer for Stereo Image Compression AAAI 2025
Processing and acquisition traces in visual encoders: What does CLIP know about your camera? ICCV 2025
Bridging Domain Generalization to Multimodal Domain Generalization via Unified Representations ICCV 2025
Revelio: Interpreting and leveraging semantic information in diffusion models ICCV 2025
Towards Efficient Object Re-Identification with a Novel Cloud-Edge Collaborative Framework AAAI 2025
One Last Attention for Your Vision-Language Model ICCV 2025
mRNA2vec: mRNA Embedding with Language Model in the 5'UTR-CDS for mRNA Design AAAI 2025
Representation Learning Based Predicate Invention on Knowledge Graphs AAAI 2025