NeurIPS 2025PastML systems
The Thirty-Ninth Annual Conference on Neural Information Processing Systems workshop: AI for non-human animal communication
NeurIPS 2025
- Submission deadline
- Sep 6, 2025, 11:59 UTCimported from OpenReview — check the website for extensions
- Submission portal
- OpenReview
- Notes
- Topics were auto-suggested and may be imprecise — edits welcome.
Accepted papers (40)
Fetched from OpenReview (v2) on 2026-06-10.
A Functionalist Framework for Machine Learning in Animal Communication
A Practical Audio Preprocessing Approach for Multi-Species Sound Classification
A Whisker of Truth: A Multimodal Interdisciplinary Machine Learning Approach to Vocal, Visual, and Tactile Signals in the Domestic Cat
AI Decodes Chimpanzee Vocabulary Items
AI for Animal Pain Assessment: a New Challenge for Bioacoustics
An Expert-in-the-Loop Toolbox for Explainable AI in Animal Communication
Associative Syntax and Maximal Repetitions reveal context-dependent complexity in fruit bat communication
AudioSAM: Automated Annotation of Bioacoustic Soundscapes in the Wild
Beyond Species-Based Assessments: Automatic Acoustic Recognition of Pollinator Function
BirdAVES in the wild: individual recognition as a step toward zebra finch communication networks
CHAT Jr: Wearable Bioacoustics System For Two-Way Communication Research Between Humans and Cetaceans
Decoding gray wolf (Canis lupus) communication at scale in Yellowstone National Park
Dolph2Vec: Self-Supervised Representations of Dolphin Vocalizations
Fear-Driven Collective Topology: Comparing Smart-Boid Vietoris–Rips Graphs to Animal Communication Networks via Persistent Features
Fighting Poaching Through Targeted Deep Learning and Sensor Integration
From Pretrain to Primate: Decoding Chimp Nocturnes for Wellbeing
HAC-Net: Learning Natural Units from Acoustic Change
Hierarchical Representation Learning of Dog Behavior via Single-View 3D Pose Estimation
Keypoint Annotation for Electrocommunication Source Separation with PIKAChU and RAIChU
Latent state dynamics in female Drosophila during social interactions
Marine Mammals Recognition: a Multi-Modal Framework for Bioacoustic Monitoring
Model Merging Improves Zero-Shot Generalization in Bioacoustic Foundation Models
Pawgaze: A Benchmark for Fine-Grained Multimodal Analysis of Canine Behavior
Perch 2.0 transfers 'whale' to underwater tasks
PrimateFace: A Machine Learning Resource for Automated Face Analysis in Human and Non-human Primates
Proposal: Deciphering Electrocommunication with MARL and Unsupervised Machine Translation
QuadForecaster: Diffusion-Based Quadruped Pose Prediction for Animal Communication Analysis
Redefining Intelligence: From Anthropocentric to Relational AI-Species Communication
Retrieval-Augmented Bioacoustics: Evidence-Guided Generation for Animal Communication
Robust detection of overlapping bioacoustic sound events
Scaling Frog Monitoring with FrogID: A Robust Classification Pipeline for Citizen Science Using Bioacoustic Foundation Models
SongMAE: Fine-Grained Syllable Discovery in Birdsong Using Asymmetric Patches
Soundscape Connectomes: Unsupervised Graph-Based Approach for Soundscape Mapping
The Double Contingency Problem: AI Recursion and the Limits of Interspecies Understanding
The responsible media representation of artificial intelligence for non-human animal communication
Toward Multimodal Models of Animal Communication: Insights from New York City Rats
Toward Visualization of EEG Signatures for Anomaly Detection in Dogs Using CEBRA
Towards Leveraging Sequential Structure in Animal Vocalizations
Understanding Electro-communication and Electro-sensing in Weakly Electric Fish using Multi-Agent Deep Reinforcement Learning
WhaleLM: Finding Structure and Information in Sperm Whale Vocalizations and Behavior with Machine Learning