conftrace_

self-supervised learning

3777 papers

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Also known as

SSL SELF-SL

Co-occurring keywords

representation learning (6206) contrastive learning (4032) transfer learning (5449) unsupervised learning (3264) graph neural network (3962) domain adaptation (4595) multimodal learning (4645) semantic segmentation (3186) depth estimation (1542) knowledge distillation (3725)

Papers

Training Transitive and Commutative Multimodal Transformers with LoReTTa NIPS 2023

Self-Supervised Reinforcement Learning that Transfers using Random Features NIPS 2023

H-InDex: Visual Reinforcement Learning with Hand-Informed Representations for Dexterous Manipulation NIPS 2023

On-Device Constrained Self-Supervised Speech Representation Learning for Keyword Spotting via Knowledge Distillation INTERSPEECH 2023

Remixing-based Unsupervised Source Separation from Scratch INTERSPEECH 2023

Self-supervised Learning Representation based Accent Recognition with Persistent Accent Memory INTERSPEECH 2023

Self-Supervised Dataset Pruning for Efficient Training in Audio Anti-spoofing INTERSPEECH 2023

Learning A Self-Supervised Domain-Invariant Feature Representation for Generalized Audio Deepfake Detection INTERSPEECH 2023

Speech Self-Supervised Representation Benchmarking: Are We Doing it Right? INTERSPEECH 2023

Comparison of GIF- and SSL-based Features in Pathological-voice Detection INTERSPEECH 2023

ProsAudit, a prosodic benchmark for self-supervised speech models INTERSPEECH 2023

Efficient Representation Learning for Healthcare with Cross-Architectural Self-Supervision MLHC 2023

DuETT: Dual Event Time Transformer for Electronic Health Records MLHC 2023

Towards Physically Reliable Molecular Representation Learning UAI 2023

Going beyond research datasets: Novel intent discovery in the industry setting EACL 2023

Contrastive Self-Supervised Learning Leads to Higher Adversarial Susceptibility AAAI 2023

i-Code: An Integrative and Composable Multimodal Learning Framework AAAI 2023

Neighbor Contrastive Learning on Learnable Graph Augmentation AAAI 2023

Universal Automatic Phonetic Transcription into the International Phonetic Alphabet INTERSPEECH 2023

PeCo: Perceptual Codebook for BERT Pre-training of Vision Transformers AAAI 2023

Multi-Resolution Monocular Depth Map Fusion by Self-Supervised Gradient-Based Composition AAAI 2023

MHCCL: Masked Hierarchical Cluster-Wise Contrastive Learning for Multivariate Time Series AAAI 2023

Learning Topology-Specific Experts for Molecular Property Prediction AAAI 2023

PrimeNet: Pre-training for Irregular Multivariate Time Series AAAI 2023

MA-GCL: Model Augmentation Tricks for Graph Contrastive Learning AAAI 2023