Publications of SS Nath

Nath, S.; Brändle, F.; Schulz, E.; Dayan, P.; Brielmann, A.: Relating Objective Complexity, Subjective Complexity and Beauty in Binary Pixel Patterns. Psychology of Aesthetics, Creativity, and the Arts Epub ahead (2024)

Jin, H.; Nath, S.; Schneider, S.; Junghaenel, D.; Wu, S.; Kaplan, C.: An informatics approach to examine decision-making impairments in the daily life of individuals with depression. Journal of biomedical informatics 122, 103913 (2021)

Shen, T.; Nath, S.; Brielmann, A.; Dayan, P.: Simplicity in Complexity: Explaining Visual Complexity using Deep Segmentation Models. In: 46th Annual Conference of the Cognitive Science Society (CogSci 2024), pp. 2017 - 2024. 46th Annual Conference of the Cognitive Science Society (CogSci 2024), Rotterdam, The Netherlands, July 24, 2024 - July 27, 2024. (2024)

Nath, S.; Dayan, P.; Stevenson, C.: Characterising the Creative Process in Humans and Large Language Models. In: 15th International Conference on Computational Creativity: ICCC'24, 179. 15th International Conference on Computational Creativity (ICCC 2024), Jönköping, Sweden, June 17, 2024 - June 21, 2024. (2024)

Nath, S.; Shen, K.; Brielmann, A.; Dayan, P.: Simplicity in Complexity. In: ICLR 2024 Workshop on Representational Alignment (Re-Align). ICLR 2024 Workshop on Representational Alignment (Re-Align), Wien, Austria, May 11, 2024. (2024)

Nath, S.: Inside the Grid, yet Outside the Box: Computational Investigations of Human Creativity using Pixel Patterns. In: C&C '23: Proceedings of the 15th Conference on Creativity and Cognition, pp. 28 - 34. 15th Conference on Creativity and Cognition (C&C 2023), June 19, 2023 - June 21, 2023. Association for Computing Machinery, New York, NY, USA (2023)

Nath, S.; Udandarao, V.; Shukla, J.: It’s LeVAsa not LevioSA! Latent Encodings for Valence-Arousal Structure Alignment. In: CODS COMAD 2021: 8th ACM IKDD CODS and 26th COMAD, pp. 238 - 242 (Eds. Haritsa, J.; Roy, S.; Gupta, M.; Mehrotra, S.; Srinivasan, B. et al.). CODS-COMAD 2021: 8th ACM IKDD CODS and 26th COMAD , Bangalore, India, January 02, 2021 - January 04, 2021. ACM Press, New York, NY, USA (2021)

Nath, S.: Hear Her Fear: Data Sonification for Sensitizing Society on Crime Against Women in India. In: IndiaHCI 2020: IndiaHCI '20: Proceedings of the 11th Indian Conference on Human-Computer Interaction, pp. 86 - 91. 11th Indian Conference on Human-Computer Interaction (IndiaHCI 2020), November 05, 2020 - November 08, 2020. ACM Press, New York, NY, USA (2020)

Jolly, B.; Aggrawal, P.; Nath, S.; Gupta, V.; Grover, M.; Shah, R.: Universal EEG Encoder for Learning Diverse Intelligent Tasks. In: 2019 IEEE Fifth International Conference on Multimedia Big Data (BigMM), pp. 213 - 218. IEEE Fifth International Conference on Multimedia Big Data (BigMM 2019), Singapore, September 11, 2019 - September 13, 2019. IEEE, Piscataway, NJ, USA (2019)

Nath, S.; Mukhopadhyay, D.; Miyapuram, K.: Emotive Stimuli-triggered Participant-based Clustering Using a Novel Split-and-Merge Algorithm. In: CoDS-COMAD '19: Proceedings of the ACM India Joint International Conference on Data Science and Management of Data, pp. 277 - 280 (Eds. Dey, L.; Chaudhury, S.). ACM India Joint International Conference on Data Science and Management of Data (CoDS-COMAD 2019), Kolkata, India, January 03, 2019 - January 05, 2019. ACM Press, New York, NY, USA (2019)

Nath, S.; Shen, K.; Dayan, P.; Brielmann, A.: Quantifying Complexity in Synthetic and Natural Images. In XXVIII Congress of the International Association of Empirical Aesthetics (IAEA 2024), p. 34. XXVIII Congress of the International Association of Empirical Aesthetics (IAEA 2024), Palma de Mallorca, Spain, May 08, 2024 - May 10, 2024. (2024)

Nath, S.; Brändle, F.; Schulz, E.; Dayan, P.; Brielmann, A.: Relating Objective Complexity, Subjective Complexity and Beauty. In Abstracts of the 65th TeaP, pp. 262 - 263 (Eds. Merz, S.; Frings, C.; Leuchtenberg, B.; Moeller, B.; Neumann, R. et al.). 65th Conference of Experimental Psychologists: TeaP 2023: Tagung experimentell arbeitender Psycholog:innen, Trier, Germany, March 26, 2023 - March 29, 2023. ZPID, Trier, Germany (2023)

Nath, S.; Brändle, F.; Schulz, E.; Dayan, P.; Brielmann, A.: Spatial complexity and intricacy predict subjective complexity. The Visual Science of Art Conference (VSAC 2022), Amsterdam, The Netherlands (2022)

Nath, S.; Pachur, T.: The Affect Gap in Risky Choice with Positive Outcomes. Subjective Probability Utility & Decision Making Conference (SPUDM 2021), Warwick, UK (2021)

Nath, S.: Fun Meets Aesthetics: Modelling Human Curiosity and Creativity. Master (2022)

Binz, M.; Akata, E.; Bethge, M.; Brändle, F.; Callaway, F.; Coda-Forno, J.; Dayan, P.; Demircan, C.; Eckstein, M.; Éltetö, N. et al.; Griffiths, T.; Haridi, S.; Jagadish, A.; Ji-An; Kipnis, A.; Kumar, S.; Ludwig, T.; Mathony, M.; Mattar, M.; Modirshanechi, A.; Nath, S.; Peterson, J.; Rmus, M.; Russek, E.; Saanum, T.; Scharfenberg, N.; Schubert, J.; Schulze Buschoff, L.; Singhi, N.; Sui, X.; Thalmann, M.; Theis, F.; Truong, V.; Udandarao, V.; Voudouris, K.; Wilson, R.; Witte, K.; Wu, S.; Wulff, D.; Xiong, H.; Schulz, E.: Centaur: a foundation model of human cognition. (submitted)