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self-supervised learning

3751 papers

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Also known as

SSL SELF-SL

Co-occurring keywords

representation learning (6174) contrastive learning (3979) transfer learning (5442) unsupervised learning (3255) graph neural network (3945) domain adaptation (4578) multimodal learning (4622) semantic segmentation (3179) depth estimation (1540) knowledge distillation (3680)

Papers

Towards a "Universal Translator" for Neural Dynamics at Single-Cell, Single-Spike Resolution NIPS 2024
NCIS: Neural Contextual Iterative Smoothing for Purifying Adversarial Perturbations WACV 2024
Searching for Structure: Appraising the Organisation of Speech Features in wav2vec 2.0 Embeddings INTERSPEECH 2024
Adapter pre-training for improved speech recognition in unseen domains using low resource adapter tuning of self-supervised models INTERSPEECH 2024
VoCo: A Simple-yet-Effective Volume Contrastive Learning Framework for 3D Medical Image Analysis CVPR 2024
Spoofed Speech Detection with a Focus on Speaker Embedding INTERSPEECH 2024
EEG2Video: Towards Decoding Dynamic Visual Perception from EEG Signals NIPS 2024
Predicting Heart Activity from Speech using Data-driven and Knowledge-based features INTERSPEECH 2024
ClusterFix: A Cluster-Based Debiasing Approach Without Protected-Group Supervision WACV 2024
DPPMask: Masked Image Modeling With Determinantal Point Processes WACV 2024
CAD - Contextual Multi-Modal Alignment for Dynamic AVQA WACV 2024
Pre-training General User Representation with Multi-type APP Behaviors IJCAI 2024
CXR-IRGen: An Integrated Vision and Language Model for the Generation of Clinically Accurate Chest X-Ray Image-Report Pairs WACV 2024
SCoRD: Subject-Conditional Relation Detection With Text-Augmented Data WACV 2024
Scalable Early Childhood Reading Performance Prediction NIPS 2024
Towards Improving NAM-to-Speech Synthesis Intelligibility using Self-Supervised Speech Models INTERSPEECH 2024
Interface Design for Self-Supervised Speech Models INTERSPEECH 2024
Dynamic Weighted Graph Fusion for Deep Multi-View Clustering IJCAI 2024
Annotation-Free Audio-Visual Segmentation WACV 2024
SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationales EMNLP 2024
Using wav2vec 2.0 for phonetic classification tasks: methodological aspects INTERSPEECH 2024
3SD: Self-Supervised Saliency Detection With No Labels WACV 2024
World to Code: Multi-modal Data Generation via Self-Instructed Compositional Captioning and Filtering EMNLP 2024
SEER: Self-Aligned Evidence Extraction for Retrieval-Augmented Generation EMNLP 2024
Towards a theory of how the structure of language is acquired by deep neural networks NIPS 2024