NeurIPS 2023 Workshop InfoCog Submissions

Variable Selection in GPDMs Using the Information Bottleneck Method
Jesse St. Amand, Martin Giese
- Published: 27 Oct 2023, Last Modified: 27 Nov 2023
- InfoCog@NeurIPS2023 Poster
- Readers: Everyone
Finding Relevant Information in Saliency Related Neural Networks
Ron Moshe Hecht, Gershon Celniker, Ronit Bustin, Dan Levi, Ariel Telpaz, Omer Tsimhoni, Ke Liu
- Published: 27 Oct 2023, Last Modified: 05 Dec 2023
- InfoCog@NeurIPS2023 Poster
- Readers: Everyone
Active Vision with Predictive Coding and Uncertainty Minimization
Abdelrahman Sharafeldin, Nabil Imam, Hannah Choi
- Published: 27 Oct 2023, Last Modified: 25 Nov 2023
- InfoCog@NeurIPS2023 Spotlight
- Readers: Everyone
One if by land, two if by sea, three if by four seas, and more to come: values of perception, prediction, communication, and common sense in decision making
Aolin Xu
- Published: 27 Oct 2023, Last Modified: 29 Nov 2023
- InfoCog@NeurIPS2023 Poster
- Readers: Everyone
Information Flows Reveal Computational Mechanisms of RNNs in Contextual Decision-making
Miles Mahon, Praveen Venkatesh
- Published: 27 Oct 2023, Last Modified: 22 Nov 2023
- InfoCog@NeurIPS2023 Poster
- Readers: Everyone
Discrete, compositional, and symbolic representations through attractor dynamics
Andrew Joohun Nam, Eric Elmoznino, Nikolay Malkin, Chen Sun, Yoshua Bengio, Guillaume Lajoie
- Published: 27 Oct 2023, Last Modified: 05 Feb 2025
- InfoCog@NeurIPS2023 Oral
- Readers: Everyone
Unsupervised estimation of ensemble accuracy
Simi Haber, Yonatan Wexler
- Published: 27 Oct 2023, Last Modified: 14 Dec 2023
- InfoCog@NeurIPS2023 Poster
- Readers: Everyone
What can AI Learn from Human Exploration? Intrinsically-Motivated Humans and Agents in Open-World Exploration
Yuqing Du, Eliza Kosoy, Alyssa Dayan, Maria Rufova, Pieter Abbeel, Alison Gopnik
- Published: 27 Oct 2023, Last Modified: 14 Dec 2023
- InfoCog@NeurIPS2023 Spotlight
- Readers: Everyone
States as goal-directed concepts: an epistemic approach to state-representation learning
Nadav Amir, Yael Niv, Angela Langdon
- Published: 27 Oct 2023, Last Modified: 27 Nov 2023
- InfoCog@NeurIPS2023 Oral
- Readers: Everyone
Balancing utility and cognitive cost in social representation
Max Taylor-Davies, Christopher Lucas
- Published: 27 Oct 2023, Last Modified: 27 Nov 2023
- InfoCog@NeurIPS2023 Poster
- Readers: Everyone
An Information-Theoretic Approach to Cognitive Dimension Reduction
Maya Leshkowitz
- Published: 27 Oct 2023, Last Modified: 14 Dec 2023
- InfoCog@NeurIPS2023 Poster
- Readers: Everyone
Cognitive Information Filters: Algorithmic Choice Architecture for Boundedly Rational Choosers
Stefan Bucher, Peter Dayan
- Published: 27 Oct 2023, Last Modified: 27 Nov 2023
- InfoCog@NeurIPS2023 Spotlight
- Readers: Everyone
Large Language Models Behave (Almost) As Rational Speech Actors: Insights From Metaphor Understanding
Gaia Carenini, Louis Bodot, Luca Bischetti, Walter Schaeken, Valentina Bambini
- Published: 27 Oct 2023, Last Modified: 27 Nov 2023
- InfoCog@NeurIPS2023 Poster
- Readers: Everyone
Noisy Population Dynamics Lead to Efficiently Compressed Semantic Systems
Nathaniel Imel, Richard Futrell, Michael Franke, Noga Zaslavsky
- Published: 27 Oct 2023, Last Modified: 14 Dec 2023
- InfoCog@NeurIPS2023 Poster
- Readers: Everyone
Attention Schema in Neural Agents
Dianbo Liu, Samuele Bolotta, Mike He Zhu, Zahra Sheikhbahaee, Yoshua Bengio, Guillaume Dumas
- Published: 27 Oct 2023, Last Modified: 08 Dec 2023
- InfoCog@NeurIPS2023 Poster
- Readers: Everyone
The Distortion-Perception Tradeoff in Finite Channels with Arbitrary Distortion Measures
Dror Freirich, Nir Weinberger, Ron Meir
- Published: 27 Oct 2023, Last Modified: 25 Nov 2023
- InfoCog@NeurIPS2023 Poster
- Readers: Everyone
Influence of the geometry of the feature space on curiosity based exploration
Grégoire Sergeant-Perthuis, Nils Ruet, David Rudrauf, Dimitri Ognibene, Yvain Tisserand
- Published: 27 Oct 2023, Last Modified: 04 Dec 2023
- InfoCog@NeurIPS2023 Poster
- Readers: Everyone
Introducing an Improved Information-Theoretic Measure of Predictive Uncertainty
Kajetan Schweighofer, Lukas Aichberger, Mykyta Ielanskyi, Sepp Hochreiter
- Published: 27 Oct 2023, Last Modified: 14 Nov 2023
- InfoCog@NeurIPS2023 Poster
- Readers: Everyone
The Perception-Uncertainty Tradeoff in Generative Restoration Models
Regev Cohen, Ehud Rivlin, Daniel Freedman
- Published: 27 Oct 2023, Last Modified: 09 Nov 2023
- InfoCog@NeurIPS2023 Spotlight
- Readers: Everyone
Decision confidence reflects maximum entropy reinforcement learning
Amelia Johnson, Michael Buice, Koosha Khalvati
- Published: 27 Oct 2023, Last Modified: 27 Nov 2023
- InfoCog@NeurIPS2023 Poster
- Readers: Everyone
Natural Language Systematicity from a Constraint on Excess Entropy
Richard Futrell
- Published: 27 Oct 2023, Last Modified: 24 Nov 2023
- InfoCog@NeurIPS2023 Spotlight
- Readers: Everyone
On Complex Network Dynamics of an In-Vitro Neuronal System during Rest and Gameplay
Moein Khajehnejad, Forough Habibollahi, Alon Loeffler, Brett Kagan, Adeel Razi
- Published: 27 Oct 2023, Last Modified: 27 Nov 2023
- InfoCog@NeurIPS2023 Poster
- Readers: Everyone
Information theoretic study of the neural geometry induced by category learning
Laurent Bonnasse-Gahot, Jean-Pierre Nadal
- Published: 27 Oct 2023, Last Modified: 27 Nov 2023
- InfoCog@NeurIPS2023 Oral
- Readers: Everyone
Information-Theoretic Generalization Bounds for Deep Neural Networks
Haiyun He, Christina Yu, Ziv Goldfeld
- Published: 27 Oct 2023, Last Modified: 14 Dec 2023
- InfoCog@NeurIPS2023 Oral
- Readers: Everyone
Empowerment, Free Energy Principle and Maximum Occupancy Principle Compared
Rubén Moreno-Bote, Jorge Ramirez-Ruiz
- Published: 27 Oct 2023, Last Modified: 20 Nov 2023
- InfoCog@NeurIPS2023 Poster
- Readers: Everyone