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representation learning

6174 papers

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Also known as

RL

Co-occurring keywords

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

To Predict or Not to Predict? Proportionally Masked Autoencoders for Tabular Data Imputation AAAI 2025
Enhancing Contrastive Learning Inspired by the Philosophy of “The Blind Men and the Elephant” AAAI 2025
Multi-Granularity Open Intent Classification via Adaptive Granular-Ball Decision Boundary AAAI 2025
Why Does Dropping Edges Usually Outperform Adding Edges in Graph Contrastive Learning? AAAI 2025
NoiseHGNN: Synthesized Similarity Graph-Based Neural Network for Noised Heterogeneous Graph Representation Learning AAAI 2025
Structured IB: Improving Information Bottleneck with Structured Feature Learning AAAI 2025
Regret Analysis of Multi-task Representation Learning for Linear-Quadratic Adaptive Control AAAI 2025
Structural Entropy Guided Probabilistic Coding AAAI 2025
Hierarchical Consensus Network for Multiview Feature Learning AAAI 2025
Learning Robust and Privacy-Preserving Representations via Information Theory AAAI 2025
Predictive Modeling of Homeless Service Assignment: A Representation Learning Approach AAAI 2025
Know2Vec: A Black-Box Proxy for Neural Network Retrieval AAAI 2025
BASIC: Boosting Visual Alignment with Intrinsic Refined Embeddings in Multimodal Large Language Models ICCV 2025
Ambiguous Instance-Aware Contrastive Network with Multi-Level Matching for Multi-View Document Clustering AAAI 2025
Investigating Dictionary Expansion for Video-based Sign Language Dictionaries EMNLP 2025
On the Provable Importance of Gradients for Autonomous Language-Assisted Image Clustering ICCV 2025
Enhancing Masked Time-Series Modeling via Dropping Patches AAAI 2025
ICE-T: Interactions-aware Cross-column Contrastive Embedding for Heterogeneous Tabular Datasets AAAI 2025
Learning Sparsity for Effective and Efficient Music Performance Question Answering ACL 2025
Controllable Style Arithmetic with Language Models ACL 2025
DHAKR: Learning Deep Hierarchical Attention-Based Kernelized Representations for Graph Classification AAAI 2025
Promptable Representation Distribution Learning and Data Augmentation for Gigapixel Histopathology WSI Analysis AAAI 2025
ICR Probe: Tracking Hidden State Dynamics for Reliable Hallucination Detection in LLMs ACL 2025
Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey ACL 2025
Deep Representation Learning for Forecasting Recursive and Multi-Relational Events in Temporal Networks AAAI 2025