conftrace_

species classification

25 papers

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Co-occurring keywords

fine-grained classification (369) transfer learning (5449) convolutional neural network (4226) representation learning (6206) audio classification (153) multimodal learning (4645) self-supervised learning (3777) zero-shot learning (3650) image classification (1944) taxonomic classification (2)

Papers

Creating Generalizable Data-Driven Approaches for Biodiversity Monitoring via Acoustics AAAI 2026
WingBeats and Snapshots: Fusing Sound and Vision for Mosquito Monitoring (Student Abstract) AAAI 2026
TaxaBind: A Unified Embedding Space for Ecological Applications WACV 2025
Fish-Vista: A Multi-Purpose Dataset for Understanding & Identification of Traits from Images CVPR 2025
BIOSCAN-5M: A Multimodal Dataset for Insect Biodiversity NIPS 2024
Deep Visual-Genetic Biometrics for Taxonomic Classification of Rare Species WACV 2024
BirdCollect: A Comprehensive Benchmark for Analyzing Dense Bird Flock Attributes AAAI 2024
Noisy Ostracods: A Fine-Grained, Imbalanced Real-World Dataset for Benchmarking Robust Machine Learning and Label Correction Methods NIPS 2024
BioTrove: A Large Curated Image Dataset Enabling AI for Biodiversity NIPS 2024
The iNaturalist Sounds Dataset NIPS 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 NIPS 2023
Fine-Grained Zero-Shot Learning with DNA as Side Information NIPS 2021
Deep-Learning-Based Central African Primate Species Classification with MixUp and SpecAugment INTERSPEECH 2021
Path to Automating Ocean Health Monitoring AAAI 2021
Focus on the Positives: Self-Supervised Learning for Biodiversity Monitoring ICCV 2021
Benchmarking Representation Learning for Natural World Image Collections CVPR 2021
Introducing a Central African Primate Vocalisation Dataset for Automated Species Classification INTERSPEECH 2021
Fungi Recognition: A Practical Use Case WACV 2020
Synthetic Examples Improve Generalization for Rare Classes WACV 2020
A Representation Learning Approach to Animal Biodiversity Conservation COLING 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
Bat Call Identification with Gaussian Process Multinomial Probit Regression and a Dynamic Time Warping Kernel AISTATS 2014
Birdsnap: Large-scale Fine-grained Visual Categorization of Birds CVPR 2014