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representation learning

6174 papers

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RL

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contrastive learning (3979) self-supervised learning (3751) transfer learning (5442) neural network (6616) unsupervised learning (3255) graph neural network (3945) multimodal learning (4622) domain adaptation (4578) feature learning (1309) language model (4573)

Papers

Uncertainty-Guided Metric Learning without Labels WACV 2025
BBN-U.Oregon’s ALERT system at GenAI Content Detection Task 3: Robust Authorship Style Representations for Cross-Domain Machine-Generated Text Detection COLING 2025
Norm of Mean Contextualized Embeddings Determines their Variance COLING 2025
S3PT: Scene Semantics and Structure Guided Clustering to Boost Self-Supervised Pre-Training for Autonomous Driving WACV 2025
Fine-Grained Features-based Code Search for Precise Query-Code Matching COLING 2025
Investigating the Contextualised Word Embedding Dimensions Specified for Contextual and Temporal Semantic Changes COLING 2025
Stop Jostling: Adaptive Negative Sampling Reduces the Marginalization of Low-Resource Language Tokens by Cross-Entropy Loss COLING 2025
Acquiring Bidirectionality via Large and Small Language Models COLING 2025
T-MES: Trait-Aware Mix-of-Experts Representation Learning for Multi-trait Essay Scoring COLING 2025
Integrating Group-based Preferences from Coarse to Fine for Cold-start Users Recommendation COLING 2025
GAProtoNet: A Multi-head Graph Attention-based Prototypical Network for Interpretable Text Classification COLING 2025
Improved Sparse Upcycling for Instruction Tuning COLING 2025
An Efficient Retrieval-Based Method for Tabular Prediction with LLM COLING 2025
Hawkes based Representation Learning for Reasoning over Scale-free Community-structured Temporal Knowledge Graphs COLING 2025
Investigating Dictionary Expansion for Video-based Sign Language Dictionaries EMNLP 2025
VarCMP: Adapting Cross-Modal Pre-Training Models for Video Anomaly Retrieval AAAI 2025
KDC-MAE: Knowledge Distilled Contrastive Mask Auto-Encoder WACV 2025
CateEA: Enhancing Entity Alignment via Implicit Category Supervision COLING 2025
Improving the Efficiency of Visually Augmented Language Models COLING 2025
Exploring the Potential of Large Language Models for Heterophilic Graphs NAACL 2025
Rethinking Cluster-Conditioned Diffusion Models for Label-Free Image Synthesis WACV 2025
MixDiff: Mixing Natural and Synthetic Images for Robust Self-Supervised Representations WACV 2025
Channel Propagation Networks for Refreshable Vision Transformer WACV 2025
Mobility Data Representations for Spatiotemporal Tasks AAAI 2025
Transfer of Structural Knowledge from Synthetic Languages ACL 2025