representation learning

6174 papers

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Also known as

WAV2VEC2.0 RL NRMS NDFS

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

Implicit vs Unfolded Graph Neural Networks JMLR 2025

Towards Better Spherical Sliced-Wasserstein Distance Learning with Data-Adaptive Discriminative Projection Direction AAAI 2025

Deep Variational Multivariate Information Bottleneck - A Framework for Variational Losses JMLR 2025

A Systematic Survey of Quantum Natural Language Processing: Models, Encoding Paradigms, and Evaluation Methods IJCNLP 2025

Learning from Similar Linear Representations: Adaptivity, Minimaxity, and Robustness JMLR 2025

Scaling Capability in Token Space: An Analysis of Large Vision Language Model JMLR 2025

ACCon: Angle-Compensated Contrastive Regularizer for Deep Regression AAAI 2025

Multi-aspect Self-guided Deep Information Bottleneck for Multi-modal Clustering AAAI 2025

Geodesic Flow Kernels for Semi-Supervised Learning on Mixed-Variable Tabular Dataset AAAI 2025

Bidirectional Logits Tree: Pursuing Granularity Reconcilement in Fine-Grained Classification AAAI 2025

Constructing Fair Latent Space for Intersection of Fairness and Explainability AAAI 2025

High-Dimensional Interlingual Representations of Large Language Models ACL 2025

Something’s Fishy in the Data Lake: A Critical Re-evaluation of Table Union Search Benchmarks ACL 2025

Investigating and Scaling up Code-Switching for Multilingual Language Model Pre-Training ACL 2025

Seeing What Tastes Good: Revisiting Multimodal Distributional Semantics in the Billion Parameter Era ACL 2025

GraphMoRE: Mitigating Topological Heterogeneity via Mixture of Riemannian Experts AAAI 2025

Unraveling and Mitigating Safety Alignment Degradation of Vision-Language Models ACL 2025

Semantic Frame Induction from a Real-World Corpus ACL 2025

Generalization-Preserved Learning: Closing the Backdoor to Catastrophic Forgetting in Continual Deepfake Detection ICCV 2025

SHuBERT: Self-Supervised Sign Language Representation Learning via Multi-Stream Cluster Prediction ACL 2025

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey ACL 2025

The Surprising Effectiveness of Infinite-Width NTKs for Characterizing and Improving Model Training AAAI 2025

Mitigating Shortcut Learning with InterpoLated Learning ACL 2025

Enhancing ID and Text Fusion via Alternative Training in Session-based Recommendation AACL 2025

Evidence of Generative Syntax in LLMs ACL 2025