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Representation Learning

2843 directly classified papers

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Papers

Mitigating Over-Smoothing in Graph Neural Networks via Separation Coefficient-Guided Adaptive Graph Structure Adjustment IJCAI 2025
Heterophily-Aware Personalized PageRank for Node Classification IJCAI 2025
neDIOM: Dataset and Analysis of Nepali Idioms COLING 2025
Bootstrap Your Own Views: Masked Ego-Exo Modeling for Fine-grained View-invariant Video Representations CVPR 2025
Contrastive Unlearning: A Contrastive Approach to Machine Unlearning IJCAI 2025
Disentangled and Personalized Representation Learning for Next Point-of-Interest Recommendation IJCAI 2025
Semantic Analysis of Jurisprudential Zoroastrian Texts in Pahlavi: A Word Embedding Approach for an Extremely Under-Resourced, Extinct Language COLING 2025
Never Train from Scratch: Fair Comparison of Long-Sequence Models Requires Data-Driven Priors (Extended Abstract) IJCAI 2025
PLAN: Proactive Low-Rank Allocation for Continual Learning ICCV 2025
Rethinking Few Shot CLIP Benchmarks: A Critical Analysis in the Inductive Setting ICCV 2025
Adapt LLM for Multi-turn Reasoning QA using Tidy Data COLING 2025
Beyond Isolated Words: Diffusion Brush for Handwritten Text-Line Generation ICCV 2025
Adaptive Prototype Replay for Class Incremental Semantic Segmentation AAAI 2025
I Am Big, You Are Little; I Am Right, You Are Wrong ICCV 2025
Filipino Benchmarks for Measuring Sexist and Homophobic Bias in Multilingual Language Models from Southeast Asia COLING 2025
VIGFace: Virtual Identity Generation for Privacy-Free Face Recognition Dataset ICCV 2025
Correlative and Discriminative Label Grouping for Multi-Label Visual Prompt Tuning CVPR 2025
HiNeuS: High-fidelity Neural Surface Mitigating Low-texture and Reflective Ambiguity ICCV 2025
Stop Jostling: Adaptive Negative Sampling Reduces the Marginalization of Low-Resource Language Tokens by Cross-Entropy Loss COLING 2025
Co-Evolving LLMs and Embedding Models via Density-Guided Preference Optimization for Text Clustering EMNLP 2025
Steering Language Models in Multi-Token Generation: A Case Study on Tense and Aspect EMNLP 2025
Reason to Rote: Rethinking Memorization in Reasoning EMNLP 2025
CAT: Causal Attention Tuning For Injecting Fine-grained Causal Knowledge into Large Language Models EMNLP 2025
Latent Inter-User Difference Modeling for LLM Personalization EMNLP 2025
Studying the Representation of the LGBTQ+ Community in RuPaul’s Drag Race with LLM-Based Topic Modeling NAACL 2025