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representation learning

6174 papers

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WAV2VEC2.0 RL NRMS NDFS

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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

A Comparative Study of Learning Paradigms in Large Language Models via Intrinsic Dimension NAACL 2025
BiasEdit: Debiasing Stereotyped Language Models via Model Editing NAACL 2025
Egocentric Object-Interaction Anticipation with Retentive and Predictive Learning IJCAI 2025
BILE: An Effective Behavior-based Latent Exploration Scheme for Deep Reinforcement Learning IJCAI 2025
LGA: LLM-GNN Aggregation for Temporal Evolution Attribute Graph Prediction EMNLP 2025
GSID: Generative Semantic Indexing for E-Commerce Product Understanding EMNLP 2025
Attend and Enrich: Enhanced Visual Prompt for Zero-Shot Learning AAAI 2025
StarFT: Robust Fine-tuning of Zero-shot Models via Spuriosity Alignment IJCAI 2025
Mitigating Pervasive Modality Absence Through Multimodal Generalization and Refinement AAAI 2025
Max-Mahalanobis Anchors Guidance for Multi-View Clustering AAAI 2025
DSRC: Learning Density-Insensitive and Semantic-Aware Collaborative Representation Against Corruptions AAAI 2025
Group-SAE: Efficient Training of Sparse Autoencoders for Large Language Models via Layer Groups EMNLP 2025
Discriminating Form and Meaning in Multilingual Models with Minimal-Pair ABX Tasks EMNLP 2025
LangVAE and LangSpace: Building and Probing for Language Model VAEs EMNLP 2025
Emergence of symbolic abstraction heads for in-context learning in large language models COLING 2025
What’s in a prompt? Language models encode literary style in prompt embeddings EMNLP 2025
SMEC:Rethinking Matryoshka Representation Learning for Retrieval Embedding Compression EMNLP 2025
fLSA: Learning Semantic Structures in Document Collections Using Foundation Models EMNLP 2025
Local Scale Equivariance with Latent Deep Equilibrium Canonicalizer ICCV 2025
TRACE: Training and Inference-Time Interpretability Analysis for Language Models EMNLP 2025
Motion-aware Contrastive Learning for Temporal Panoptic Scene Graph Generation AAAI 2025
Bridging Local Inductive Bias and Long-Range Dependencies with Pixel-Mamba for End-to-end Whole Slide Image Analysis ICCV 2025
Learn from Global Rather Than Local: Consistent Context-Aware Representation Learning for Multi-View Graph Clustering IJCAI 2025
Image-Enhanced Hybrid Encoding with Reinforced Contrastive Learning for Spatial Domain Identification in Spatial Transcriptomics IJCAI 2025
INFOTEC-NLP at SemEval-2025 Task 11: A Case Study on Transformer-Based Models and Bag of Words SEMEVAL 2025