Copertina

Comparison of self-supervised in-domain and supervised out-domain transfer learning for bird species recognition

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Ghaffari, Houtan, Devos, Paul
Natura:	Preprint
Pubblicazione:	2024
Soggetti:	Machine Learning Computer Vision and Pattern Recognition Sound
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Investigating self-supervised representations for audio-visual deepfake detection
di: Boldisor, Dragos-Alexandru, et al.
Pubblicazione: (2025)

Systematic comparison of semi-supervised and self-supervised learning for medical image classification
di: Huang, Zhe, et al.
Pubblicazione: (2023)

Semi-supervised classification of bird vocalizations
di: Hexeberg, Simen, et al.
Pubblicazione: (2025)

Reducing self-supervised learning complexity improves weakly-supervised classification performance in computational pathology
di: Lenz, Tim, et al.
Pubblicazione: (2024)

PooDLe: Pooled and dense self-supervised learning from naturalistic videos
di: Wang, Alex N., et al.
Pubblicazione: (2024)

A self-supervised framework for learning whole slide representations
di: Hou, Xinhai, et al.
Pubblicazione: (2024)

Detection of diabetic retinopathy using longitudinal self-supervised learning
di: Zeghlache, Rachid, et al.
Pubblicazione: (2022)

Separating the "Chirp" from the "Chat": Self-supervised Visual Grounding of Sound and Language
di: Hamilton, Mark, et al.
Pubblicazione: (2024)

Continual learning under domain transfer with sparse synaptic bursting
di: Beaulieu, Shawn L., et al.
Pubblicazione: (2021)

Self-supervised visual learning from interactions with objects
di: Aubret, Arthur, et al.
Pubblicazione: (2024)

Competing for pixels: a self-play algorithm for weakly-supervised segmentation
di: Saeed, Shaheer U., et al.
Pubblicazione: (2024)

SINGER: Vivid Audio-driven Singing Video Generation with Multi-scale Spectral Diffusion Model
di: Li, Yan, et al.
Pubblicazione: (2024)

Pushing the Frontier of Audiovisual Perception with Large-Scale Multimodal Correspondence Learning
di: Vyas, Apoorv, et al.
Pubblicazione: (2025)

Audio Deepfake Detection with Half-Truth Localisation Using Cross-Attentive Feature Fusion
di: Sutharya, S., et al.
Pubblicazione: (2026)

Masked Autoencoders with Limited Data: Does It Work? A Fine-Grained Bioacoustics Case Study
di: Liu, Wuao, et al.
Pubblicazione: (2026)

Deep self-supervised learning with visualisation for automatic gesture recognition
di: Allemand, Fabien, et al.
Pubblicazione: (2024)

Label-free segmentation from cardiac ultrasound using self-supervised learning
di: Ferreira, Danielle L., et al.
Pubblicazione: (2022)

Meta-Semi: A Meta-learning Approach for Semi-supervised Learning
di: Wang, Yulin, et al.
Pubblicazione: (2020)

Made to Order: Discovering monotonic temporal changes via self-supervised video ordering
di: Yang, Charig, et al.
Pubblicazione: (2024)

ExpPoint-MAE: Better interpretability and performance for self-supervised point cloud transformers
di: Romanelis, Ioannis, et al.
Pubblicazione: (2023)

Data-Efficient Self-Supervised Algorithms for Fine-Grained Birdsong Analysis
di: Ghaffari, Houtan, et al.
Pubblicazione: (2025)

A filtering scheme for confocal laser endomicroscopy (CLE)-video sequences for self-supervised learning
di: Porsche, Nils, et al.
Pubblicazione: (2025)

A self-supervised learning approach to deep filter banks for texture recognition
di: Florindo, Joao B., et al.
Pubblicazione: (2026)

Defect detection using weakly supervised learning
di: Sevetlidis, Vasileios, et al.
Pubblicazione: (2023)

SegMatch: A semi-supervised learning method for surgical instrument segmentation
di: Wei, Meng, et al.
Pubblicazione: (2023)

GPS-MTM: Capturing Pattern of Normalcy in GPS-Trajectories with self-supervised learning
di: Garg, Umang, et al.
Pubblicazione: (2025)

Self-supervised learning unveils change in urban housing from street-level images
di: Stalder, Steven, et al.
Pubblicazione: (2023)

Deep semi-supervised approach based on consistency regularization and similarity learning for weeds classification
di: Benchallal, Farouq, et al.
Pubblicazione: (2025)

VidMuse: A Simple Video-to-Music Generation Framework with Long-Short-Term Modeling
di: Tian, Zeyue, et al.
Pubblicazione: (2024)

Audio Driven Real-Time Facial Animation for Social Telepresence
di: Lee, Jiye, et al.
Pubblicazione: (2025)

Cross-Modal Binary Attention: An Energy-Efficient Fusion Framework for Audio-Visual Learning
di: Saleh, Mohamed, et al.
Pubblicazione: (2026)

Continuous max-flow augmentation of self-supervised few-shot learning on SPECT left ventricles
di: Szűcs, Ádám István, et al.
Pubblicazione: (2024)

Boosting multi-demographic federated learning for chest radiograph analysis using general-purpose self-supervised representations
di: Lotfinia, Mahshad, et al.
Pubblicazione: (2025)

Revisiting semi-supervised learning in the era of foundation models
di: Zhang, Ping, et al.
Pubblicazione: (2025)

An OpenMind for 3D medical vision self-supervised learning
di: Wald, Tassilo, et al.
Pubblicazione: (2024)

Weakly-supervised Audio Temporal Forgery Localization via Progressive Audio-language Co-learning Network
di: Wu, Junyan, et al.
Pubblicazione: (2025)

UWAV: Uncertainty-weighted Weakly-supervised Audio-Visual Video Parsing
di: Lai, Yung-Hsuan, et al.
Pubblicazione: (2025)

The role of self-supervised pretraining in differentially private medical image analysis
di: Arasteh, Soroosh Tayebi, et al.
Pubblicazione: (2026)

Accuracy enhancement method for speech emotion recognition from spectrogram using temporal frequency correlation and positional information learning through knowledge transfer
di: Kim, Jeong-Yoon, et al.
Pubblicazione: (2024)

A strongly annotated passive acoustic dataset for tropical bird monitoring
di: Ruiz, Daniela, et al.
Pubblicazione: (2026)