self-supervised learning

3751 papers

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Also known as

ESSL DINO SSRL SSL OR NULL CSSL SSF SSID SS SSL MSSL GSSL SELF-SL SSLR SSCL CSL

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