Showing 1–20 of 21 results
/ Date/ Name
Apr 17, 2025Can Masked Autoencoders Also Listen to Birds?May 18, 2025No Free Lunch in Active Learning: LLM Embedding Quality Dictates Query Strategy SuccessFeb 18, 2026BAT: Better Audio Transformer Guided by Convex Gated ProbingAug 14, 2023Active Bird2Vec: Towards End-to-End Bird Sound Monitoring with TransformersFeb 20, 2025Multi-dataset synergistic in supervised learning to pre-label structural components in point clouds from shell construction scenesJun 16, 2023ActiveGLAE: A Benchmark for Deep Active Learning with TransformersMar 15, 2024BirdSet: A Large-Scale Dataset for Audio Classification in Avian BioacousticsJun 26, 2024Towards Deep Active Learning in Avian BioacousticsSep 29, 2025Unmute the Patch Tokens: Rethinking Probing in Multi-Label Audio ClassificationJul 10, 2023DADO -- Low-Cost Query Strategies for Deep Active Design OptimizationNov 15, 2025Data-Efficient Self-Supervised Algorithms for Fine-Grained Birdsong AnalysisJul 30, 2024dopanim: A Dataset of Doppelganger Animals with Noisy Annotations from Multiple HumansApr 13, 2024Fast Fishing: Approximating BAIT for Efficient and Scalable Deep Active Image ClassificationJul 18, 2025Adversarial Training Improves Generalization Under Distribution Shifts in BioacousticsNov 27, 2025Cleaning the Pool: Progressive Filtering of Unlabeled Pools in Deep Active LearningJan 31, 2026Audio-to-Image Bird Species Retrieval without Audio-Image Pairs via Text DistillationOct 12, 2022Efficient Bayesian Updates for Deep Active Learning via Laplace ApproximationsAug 2, 2025Foundation Models for Bioacoustics -- a Comparative ReviewApr 16, 2024AudioProtoPNet: An interpretable deep learning model for bird sound classificationSep 17, 2025Hashing-Baseline: Rethinking Hashing in the Age of Pretrained Models