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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

Predicting Text Preference Via Structured Comparative Reasoning ACL 2024
Cross-video Identity Correlating for Person Re-identification Pre-training NIPS 2024
Probabilistic Conformal Distillation for Enhancing Missing Modality Robustness NIPS 2024
RWKV-CLIP: A Robust Vision-Language Representation Learner EMNLP 2024
TruthX: Alleviating Hallucinations by Editing Large Language Models in Truthful Space ACL 2024
Reproducibility of predictive networks for mouse visual cortex NIPS 2024
Harnessing small projectors and multiple views for efficient vision pretraining NIPS 2024
Learning from an Infant’s Visual Experience AAAI 2024
Successive POI Recommendation via Brain-Inspired Spatiotemporal Aware Representation AAAI 2024
GenDistiller: Distilling Pre-trained Language Models based on an Autoregressive Generative Model INTERSPEECH 2024
Consistent Bidirectional Language Modelling: Expressive Power and Representational Conciseness EMNLP 2024
Video-LLaVA: Learning United Visual Representation by Alignment Before Projection EMNLP 2024
Personas as a Way to Model Truthfulness in Language Models EMNLP 2024
Towards Understanding Jailbreak Attacks in LLMs: A Representation Space Analysis EMNLP 2024
Toward Compositional Behavior in Neural Models: A Survey of Current Views EMNLP 2024
Unraveling Babel: Exploring Multilingual Activation Patterns of LLMs and Their Applications EMNLP 2024
RAVEL: Evaluating Interpretability Methods on Disentangling Language Model Representations ACL 2024
DDAE: Towards Deep Dynamic Vision BERT Pretraining AAAI 2024
An Effective Local Prototypical Mapping Network for Speech Emotion Recognition INTERSPEECH 2024
Balanced-Wav2Vec: Enhancing Stability and Robustness of Representation Learning Through Sample Reweighting Techniques INTERSPEECH 2024
Orthogonality and isotropy of speaker and phonetic information in self-supervised speech representations INTERSPEECH 2024
AACP: Aesthetics Assessment of Children’s Paintings Based on Self-Supervised Learning AAAI 2024
Learnable Layer Selection and Model Fusion for Speech Self-Supervised Learning Models INTERSPEECH 2024
Tackling Missing Modalities in Audio-Visual Representation Learning Using Masked Autoencoders INTERSPEECH 2024
Exploring Self-supervised Embeddings and Synthetic Data Augmentation for Robust Audio Deepfake Detection INTERSPEECH 2024