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species classification

27 papers

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fine-grained classification (5) multimodal learning (5) transfer learning (5) convolutional neural network (4) representation learning (4) audio classification (3) self-supervised learning (3) object detection (3) zero-shot learning (3) image classification (3)

Papers

Creating Generalizable Data-Driven Approaches for Biodiversity Monitoring via Acoustics AAAI 2026 The SA-FARI Dataset: Segment Anything in Footage of Animals for Recognition and Identification CVPR 2026 WingBeats and Snapshots: Fusing Sound and Vision for Mosquito Monitoring (Student Abstract) AAAI 2026 Fish-Vista: A Multi-Purpose Dataset for Understanding & Identification of Traits from Images CVPR 2025 NatureLM-audio: an Audio-Language Foundation Model for Bioacoustics ICLR 2025 TaxaBind: A Unified Embedding Space for Ecological Applications WACV 2025 BIOSCAN-5M: A Multimodal Dataset for Insect Biodiversity NeurIPS 2024 BioTrove: A Large Curated Image Dataset Enabling AI for Biodiversity NeurIPS 2024 BirdCollect: A Comprehensive Benchmark for Analyzing Dense Bird Flock Attributes AAAI 2024 Deep Visual-Genetic Biometrics for Taxonomic Classification of Rare Species WACV 2024 Noisy Ostracods: A Fine-Grained, Imbalanced Real-World Dataset for Benchmarking Robust Machine Learning and Label Correction Methods NeurIPS 2024 The iNaturalist Sounds Dataset NeurIPS 2024 FishNet: A Large-scale Dataset and Benchmark for Fish Recognition, Detection, and Functional Trait Prediction ICCV 2023 Species196: A One-Million Semi-supervised Dataset for Fine-grained Species Recognition NeurIPS 2023 Benchmarking Representation Learning for Natural World Image Collections CVPR 2021 Deep-Learning-Based Central African Primate Species Classification with MixUp and SpecAugment Interspeech 2021 Fine-Grained Zero-Shot Learning with DNA as Side Information NeurIPS 2021 Focus on the Positives: Self-Supervised Learning for Biodiversity Monitoring ICCV 2021 Introducing a Central African Primate Vocalisation Dataset for Automated Species Classification Interspeech 2021 Path to Automating Ocean Health Monitoring AAAI 2021 A Representation Learning Approach to Animal Biodiversity Conservation COLING 2020 Fungi Recognition: A Practical Use Case WACV 2020 Synthetic Examples Improve Generalization for Rare Classes WACV 2020 Automatic Detection and Compression for Passive Acoustic Monitoring of the African Forest Elephant AAAI 2019 The INaturalist Species Classification and Detection Dataset CVPR 2018