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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

DREAM: Improving Video-Text Retrieval Through Relevance-Based Augmentation Using Large Foundation Models NAACL 2025
RI-MAE: Rotation-Invariant Masked AutoEncoders for Self-Supervised Point Cloud Representation Learning AAAI 2025
From Language to Cognition: How LLMs Outgrow the Human Language Network EMNLP 2025
DIP: Unsupervised Dense In-Context Post-training of Visual Representations ICCV 2025
Rethinking Few Shot CLIP Benchmarks: A Critical Analysis in the Inductive Setting ICCV 2025
LATTE: Learning Aligned Transactions and Textual Embeddings for Bank Clients EMNLP 2025
What’s in a prompt? Language models encode literary style in prompt embeddings EMNLP 2025
Autoregressive Sequence Modeling for 3D Medical Image Representation AAAI 2025
Interpret and Control Dense Retrieval with Sparse Latent Features NAACL 2025
Ambiguity-Restrained Text-Video Representation Learning for Partially Relevant Video Retrieval AAAI 2025
DREAM: Decoupled Discriminative Learning with Bigraph-aware Alignment for Semi-supervised 2D-3D Cross-modal Retrieval AAAI 2025
Discriminating Form and Meaning in Multilingual Models with Minimal-Pair ABX Tasks EMNLP 2025
Theory-Inspired Deep Multi-View Multi-Label Learning with Incomplete Views and Noisy Labels CVPR 2025
A Hubness Perspective on Representation Learning for Graph-Based Multi-View Clustering CVPR 2025
Bidirectional Logits Tree: Pursuing Granularity Reconcilement in Fine-Grained Classification AAAI 2025
BILE: An Effective Behavior-based Latent Exploration Scheme for Deep Reinforcement Learning IJCAI 2025
Injecting Imbalance Sensitivity for Multi-Task Learning IJCAI 2025
MASTER: A Multi-granularity Invariant Structure Clustering Scheme for Multi-view Clustering IJCAI 2025
LangVAE and LangSpace: Building and Probing for Language Model VAEs EMNLP 2025
GSID: Generative Semantic Indexing for E-Commerce Product Understanding EMNLP 2025
TRACE: Training and Inference-Time Interpretability Analysis for Language Models EMNLP 2025
Why Does Dropping Edges Usually Outperform Adding Edges in Graph Contrastive Learning? AAAI 2025
Learning Conditional Space-Time Prompt Distributions for Video Class-Incremental Learning CVPR 2025
Enhancing Masked Time-Series Modeling via Dropping Patches AAAI 2025
BBN-U.Oregon’s ALERT system at GenAI Content Detection Task 3: Robust Authorship Style Representations for Cross-Domain Machine-Generated Text Detection COLING 2025