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Representation Learning

2843 directly classified papers

Papers per year

Papers

Uncertainty-Guided Metric Learning without Labels WACV 2025
Suit the Node Pair to the Case: A Multi-Scale Node Pair Grouping Strategy for Graph-MLP Distillation IJCAI 2025
NAAST-GNN: Neighborhood Adaptive Aggregation and Spectral Tuning for Graph Anomaly Detection IJCAI 2025
Trace: Structural Riemannian Bridge Matching for Transferable Source Localization in Information Propagation IJCAI 2025
Diffusion-Based Generative Regularization for Supervised Discriminative Learning WACV 2025
Good Seed Makes a Good Crop: Discovering Secret Seeds in Text-to-Image Diffusion Models WACV 2025
Spatio-temporal Prototype-based Hierarchical Learning for OD Demand Prediction IJCAI 2025
VADE: Visual Attention Guided Hallucination Detection and Elimination ACL 2025
Understanding Flatness in Generative Models: Its Role and Benefits ICCV 2025
A Dynamic Stiefel Graph Neural Network for Efficient Spatio-Temporal Time Series Forecasting IJCAI 2025
Conditional Causal Representation Learning for Heterogeneous Single-cell RNA Data Integration and Prediction IJCAI 2025
Make Me Happier: Evoking Emotions Through Image Diffusion Models ICCV 2025
Mining the Past with Dual Criteria: Integrating Three types of Historical Information for Context-aware Event Forecasting EMNLP 2025
ComplexTempQA: A 100m Dataset for Complex Temporal Question Answering EMNLP 2025
Measuring Chain of Thought Faithfulness by Unlearning Reasoning Steps EMNLP 2025
A Practical Method for Generating String Counterfactuals NAACL 2025
Fine-Grained Features-based Code Search for Precise Query-Code Matching COLING 2025
Draw Your Mind: Personalized Generation via Condition-Level Modeling in Text-to-Image Diffusion Models ICCV 2025
SFAL: Semantic-Functional Alignment Scores for Distributional Evaluation of Auto-Interpretability in Sparse Autoencoders EMNLP 2025
From Curiosity to Clarity : Exploring the Impact of Consecutive Why-Questions NAACL 2025
How Diversely Can Language Models Solve Problems? Exploring the Algorithmic Diversity of Model-Generated Code EMNLP 2025
HyperHatePrompt: A Hypergraph-based Prompting Fusion Model for Multimodal Hate Detection COLING 2025
Multilingual Generative Retrieval via Cross-lingual Semantic Compression EMNLP 2025
Avoiding Copyright Infringement via Large Language Model Unlearning NAACL 2025
AFFAKT: A Hierarchical Optimal Transport Based Method for Affective Facial Knowledge Transfer in Video Deception Detection AAAI 2025