The Dynamics of Specialization and Generalization within Biological Populations. - Andrew J. Spencer; Iain D. Couzin; Nigel R. Franks (Adv. Complex Syst., 1998)

Spatial models of bistability in biological collectives. - Derek A. Paley; Naomi Ehrich Leonard; Rodolphe Sepulchre; Iain D. Couzin (CDC, 2007)

Alternating spatial patterns for coordinated group motion. - Daniel T. Swain; Naomi Ehrich Leonard; Iain D. Couzin; Albert B. Kao; Rodolphe Sepulchre (CDC, 2007)

Information transfer in moving animal groups. - David J. T. Sumpter; Jérôme Buhl; Dora Biro; Iain D. Couzin (Theory Biosci., 2008)

Dynamics of Decision Making in Animal Group Motion. - Benjamin Nabet; Naomi Ehrich Leonard; Iain D. Couzin; Simon A. Levin (J. Nonlinear Sci., 2009)

Differences in Nutrient Requirements Imply a Non-Linear Emergence of Leaders in Animal Groups. - Cédric Sueur; Jean-Louis Deneubourg; Odile Petit; Iain D. Couzin (PLoS Comput. Biol., 2010)

Signalling and the Evolution of Cooperative Foraging in Dynamic Environments. - Colin J. Torney; Andrew Berdahl; Iain D. Couzin (PLoS Comput. Biol., 2011)

Real-Time Feedback-Controlled Robotic Fish for Behavioral Experiments With Fish Schools. - Daniel T. Swain; Iain D. Couzin; Naomi Ehrich Leonard (Proc. IEEE, 2012)

Intermittent Motion in Desert Locusts: Behavioural Complexity in Simple Environments. - Sepideh Bazazi; Frederic Bartumeus; Joseph J. Hale; Iain D. Couzin (PLoS Comput. Biol., 2012)

Stability and Responsiveness in a Self-Organized Living Architecture. - Simon Garnier; Tucker Murphy; Matthew J. Lutz; Edward Hurme; Simon Leblanc; Iain D. Couzin (PLoS Comput. Biol., 2013)

Collective States, Multistability and Transitional Behavior in Schooling Fish. - Kolbjørn Tunstrøm; Yael Katz; Christos C. Ioannou; Cristián Huepe; Matthew J. Lutz; Iain D. Couzin (PLoS Comput. Biol., 2013)

Sensory networks and distributed cognition in animal groups. - Iain D. Couzin (AAMAS, 2014)

Collective Learning and Optimal Consensus Decisions in Social Animal Groups. - Albert B. Kao; Noam Miller; Colin J. Torney; Andrew Hartnett; Iain D. Couzin (PLoS Comput. Biol., 2014)

Coordinated Speed Oscillations in Schooling Killifish Enrich Social Communication. - Daniel T. Swain; Iain D. Couzin; Naomi Ehrich Leonard (J. Nonlinear Sci., 2015)

Director's Cut: Analysis and Annotation of Soccer Matches. - Manuel Stein; Halldor Janetzko; Thorsten Breitkreutz; Daniel Seebacher; Tobias Schreck; Michael Grossniklaus; Iain D. Couzin; Daniel A. Keim (IEEE Computer Graphics and Applications, 2016)

Mobility can promote the evolution of cooperation via emergent self-assortment dynamics. - Jaideep Joshi; Iain D. Couzin; Simon A. Levin; Vishwesha Guttal (PLoS Comput. Biol., 2017)

Machine behaviour. - Iyad Rahwan; Manuel Cebrián; Nick Obradovich; Josh C. Bongard; Jean-François Bonnefon; Cynthia Breazeal; Jacob W. Crandall; Nicholas A. Christakis; Iain D. Couzin; Matthew O. Jackson; Nicholas R. Jennings; Ece Kamar; et al. (Nat., 2019)

Animals in Virtual Environments. - Hemal Naik; Renaud Bastien; Nassir Navab; Iain D. Couzin (IEEE Trans. Vis. Comput. Graph., 2020)

Seeing biodiversity: perspectives in machine learning for wildlife conservation. - Devis Tuia; Benjamin Kellenberger; Sara Beery; Blair R. Costelloe; Silvia Zuffi; Benjamin Risse; Alexander Mathis; Mackenzie W. Mathis; Frank van Langevelde; Tilo Burghardt; Roland Kays; Holger Klinck; et al. (CoRR, 2021)

I-MuPPET: Interactive Multi-Pigeon Pose Estimation and Tracking. - Urs Waldmann; Hemal Naik; Nagy Máté; Fumihiro Kano; Iain D. Couzin; Oliver Deussen; Bastian Goldlücke (GCPR, 2022)

pymdp: A Python library for active inference in discrete state spaces. - Conor Heins; Beren Millidge; Daphne Demekas; Brennan Klein; Karl J. Friston; Iain D. Couzin; Alexander Tschantz (J. Open Source Softw., 2022)

Odor trail tracking data from DeepLabCut preprocessed for I-MuPPET. - Urs Waldmann; Hemal Naik; Nagy Máté; Fumihiro Kano; Iain D. Couzin; Oliver Deussen; Bastian Goldlücke (Zenodo, 2022)

I-MuPPET: Interactive Multi-Pigeon Pose Estimation and Tracking (Tracking Benchmark). - Urs Waldmann; Hemal Naik; Nagy Máté; Fumihiro Kano; Iain D. Couzin; Oliver Deussen; Bastian Goldlücke (Zenodo, 2022)

Geometric Principles of Individual and Collective Decision-Making. - Iain D. Couzin (AAMAS, 2023)

3D-POP - An Automated Annotation Approach to Facilitate Markerless 2D-3D Tracking of Freely Moving Birds with Marker-Based Motion Capture. - Hemal Naik; Alex Hoi Hang Chan; Junran Yang; Mathilde Delacoux; Iain D. Couzin; Fumihiro Kano; Nagy Máté (CVPR, 2023)

Collective behavior from surprise minimization. - Conor Heins; Beren Millidge; Lancelot Da Costa; Richard Mann; Karl J. Friston; Iain D. Couzin (CoRR, 2023)

I-MuPPET: Interactive Multi-Pigeon Pose Estimation and Tracking (Dataset). - Urs Waldmann; Hemal Naik; Nagy Máté; Fumihiro Kano; Iain D. Couzin; Oliver Deussen; Bastian Goldlücke (Zenodo, 2023)

RoboTwin: A Platform to Study Hydrodynamic Interactions in Schooling Fish. - Liang Li 005; Liming Chao; Siyuan Wang; Oliver Deussen; Iain D. Couzin (IEEE Robotics Autom. Mag., 2024)

3D-MuPPET: 3D Multi-Pigeon Pose Estimation and Tracking. - Urs Waldmann; Alex Hoi Hang Chan; Hemal Naik; Nagy Máté; Iain D. Couzin; Oliver Deussen; Bastian Goldluecke; Fumihiro Kano (Int. J. Comput. Vis., 2024)

Reverse engineering the control law for schooling in zebrafish using virtual reality. - Liang Li 005; Nagy Máté; Guy Amichay; Ruiheng Wu; Wei Wang 078; Oliver Deussen; Daniela Rus; Iain D. Couzin (Sci. Robotics, 2025)

The Behavioral Mechanisms Governing Collective Motion in Swarming Locusts (Subrepository1). - Sercan Sayin; Einat Couzin-Fuchs; Inga Petelski; Yannick Günzel; Mohammad Salahshour; Chi-Yu Lee; Jacob M. Graving; Liang Li 005; Oliver Deussen; Gregory A. Sword; Iain D. Couzin (Zenodo, 2025)

The Behavioral Mechanisms Governing Collective Motion in Swarming Locusts (Subrepository2). - Sercan Sayin; Einat Couzin-Fuchs; Inga Petelski; Yannick Günzel; Mohammad Salahshour; Chi-Yu Lee; Jacob M. Graving; Liang Li 005; Oliver Deussen; Gregory A. Sword; Iain D. Couzin (Zenodo, 2025)

The Behavioral Mechanisms Governing Collective Motion in Swarming Locusts (Subrepository3). - Sercan Sayin; Einat Couzin-Fuchs; Inga Petelski; Yannick Günzel; Mohammad Salahshour; Chi-Yu Lee; Jacob M. Graving; Liang Li 005; Oliver Deussen; Gregory A. Sword; Iain D. Couzin (Zenodo, 2025)

The Behavioral Mechanisms Governing Collective Motion in Swarming Locusts. - Sercan Sayin; Einat Couzin-Fuchs; Inga Petelski; Yannick Günzel; Mohammad Salahshour; Chi-Yu Lee; Jacob M. Graving; Liang Li 005; Oliver Deussen; Gregory A. Sword; Iain D. Couzin (Zenodo, 2025)

Towards Application-Specific Evaluation of Vision Models: Case Studies in Ecology and Biology. - Alex Hoi Hang Chan; Otto Brookes; Urs Waldmann; Hemal Naik; Iain D. Couzin; Majid Mirmehdi; Noël Adiko Houa; Emmanuelle Normand; Christophe Boesch; Lukas Boesch; Mimi Arandjelovic; Hjalmar S. Kühl; et al. (CoRR, 2025)

The Evolution of Altruistic Rationality Provides a Solution to Social Dilemmas via Rational Reciprocity. - Mohammad Salahshour; Iain D. Couzin (CoRR, 2025)