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

ZeroDDI: A Zero-Shot Drug-Drug Interaction Event Prediction Method with Semantic Enhanced Learning and Dual-modal Uniform Alignment IJCAI 2024

Spatio-Temporal Field Neural Networks for Air Quality Inference IJCAI 2024

Graph Neural Networks for Brain Graph Learning: A Survey IJCAI 2024

Self-supervised speech representations display some human-like cross-linguistic perceptual abilities EMNLP 2024

Estimating Conditional Average Treatment Effects via Sufficient Representation Learning IJCAI 2024

White-Box Transformers via Sparse Rate Reduction: Compression Is All There Is? JMLR 2024

Neural Feature Learning in Function Space JMLR 2024

Time is Encoded in the Weights of Finetuned Language Models ACL 2024

Learning Global Controller in Latent Space for Parameter-Efficient Fine-Tuning ACL 2024

Interpretability of Language Models via Task Spaces ACL 2024

RAVEL: Evaluating Interpretability Methods on Disentangling Language Model Representations ACL 2024

TruthX: Alleviating Hallucinations by Editing Large Language Models in Truthful Space ACL 2024

Predicting Text Preference Via Structured Comparative Reasoning ACL 2024

A layer-wise analysis of Mandarin and English suprasegmentals in SSL speech models INTERSPEECH 2024

Noise-aware Speech Enhancement using Diffusion Probabilistic Model INTERSPEECH 2024

mHuBERT-147: A Compact Multilingual HuBERT Model INTERSPEECH 2024

NAST: Noise Aware Speech Tokenization for Speech Language Models INTERSPEECH 2024

Seamless Language Expansion: Enhancing Multilingual Mastery in Self-Supervised Models INTERSPEECH 2024

Multimodal Representation Loss Between Timed Text and Audio for Regularized Speech Separation INTERSPEECH 2024

RepMatch: Quantifying Cross-Instance Similarities in Representation Space EMNLP 2024

Understanding Dark Scenes by Contrasting Multi-Modal Observations WACV 2024

Expanding Hyperspherical Space for Few-Shot Class-Incremental Learning WACV 2024

Kaizen: Practical Self-Supervised Continual Learning With Continual Fine-Tuning WACV 2024

OOD Aware Supervised Contrastive Learning WACV 2024

Domain Adaptive 3D Shape Retrieval From Monocular Images WACV 2024