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representation learning

6206 papers

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Also known as

RL

Co-occurring keywords

contrastive learning (4032) self-supervised learning (3777) transfer learning (5449) neural network (6616) unsupervised learning (3264) graph neural network (3962) multimodal learning (4645) domain adaptation (4595) feature learning (1311) language model (4599)

Papers

Identifying and Reusing Learnwares Across Different Label Spaces IJCAI 2025
Channel Propagation Networks for Refreshable Vision Transformer WACV 2025
SignRep: Enhancing Self-Supervised Sign Representations ICCV 2025
DeCLIP: Decoding CLIP Representations for Deepfake Localization WACV 2025
DLF: Disentangled-Language-Focused Multimodal Sentiment Analysis AAAI 2025
Beyond Accuracy: Revisiting Out-of-Distribution Generalization in NLI Models CONLL 2025
Hierarchical Consensus Network for Multiview Feature Learning AAAI 2025
ICE-T: Interactions-aware Cross-column Contrastive Embedding for Heterogeneous Tabular Datasets AAAI 2025
LawToken: a single token worth more than its constituents CONLL 2025
Zero-Shot Image Captioning with Multi-type Entity Representations AAAI 2025
Uncertainty-Guided Metric Learning without Labels WACV 2025
S3PT: Scene Semantics and Structure Guided Clustering to Boost Self-Supervised Pre-Training for Autonomous Driving WACV 2025
NoiseHGNN: Synthesized Similarity Graph-Based Neural Network for Noised Heterogeneous Graph Representation Learning AAAI 2025
Exploring Transferable Homogenous Groups for Compositional Zero-Shot Learning IJCAI 2025
MEGAD: A Memory-Efficient Framework for Large-Scale Attributed Graph Anomaly Detection IJCAI 2025
Point-JEPA: A Joint Embedding Predictive Architecture for Self-Supervised Learning on Point Cloud WACV 2025
Why Does Dropping Edges Usually Outperform Adding Edges in Graph Contrastive Learning? AAAI 2025
DELTA: Pre-Train a Discriminative Encoder for Legal Case Retrieval via Structural Word Alignment AAAI 2025
SuPreME: A Supervised Pre-training Framework for Multimodal ECG Representation Learning EMNLP 2025
Do Audio-Language Models Understand Linguistic Variations? NAACL 2025
Dual Encoder Contrastive Learning with Augmented Views for Graph Anomaly Detection IJCAI 2025
Structured IB: Improving Information Bottleneck with Structured Feature Learning AAAI 2025
Eta-WavLM: Efficient Speaker Identity Removal in Self-Supervised Speech Representations Using a Simple Linear Equation ACL 2025
Zero-shot Generalist Graph Anomaly Detection with Unified Neighborhood Prompts IJCAI 2025
Variational Graph Auto-Encoder Driven Graph Enhancement for Sequential Recommendation IJCAI 2025