Jeffrey S. Bowers

41 papers A* 2B 11Journal 28

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Studies with impossible languages falsify LMs as models of human language. CoRR Jeffrey S. Bowers, Jeff Mitchell
2025	J	`jnl`	Visual reasoning in object-centric deep neural networks: A comparative cognition approach. Neural Networks Guillermo Puebla, Jeffrey S. Bowers
2024	J	`jnl`	Adapting to time: Why nature may have evolved a diverse set of neurons. PLoS Comput. Biol. Karim Habashy, Benjamin D. Evans, Dan F. M. Goodman, Jeffrey S. Bowers
2024	J	`jnl`	Adapting to time: why nature evolved a diverse set of neurons. CoRR Karim Habashy, Benjamin D. Evans, Dan F. M. Goodman, Jeffrey S. Bowers
2024	J	`jnl`	MindSet: Vision. A toolbox for testing DNNs on key psychological experiments. CoRR Valerio Biscione, Dong Yin, Gaurav Malhotra, Marin Dujmovic, Milton Llera Montero, Guillermo Puebla, Federico Adolfi, Rachel F. Heaton, John E. Hummel, Benjamin D. Evans, Karim Habashy, Jeffrey S. Bowers
2024	J	`jnl`	Successes and Limitations of Object-centric Models at Compositional Generalisation. CoRR Milton L. Montero, Jeffrey S. Bowers, Gaurav Malhotra
2024	J	`jnl`	Visual Reasoning in Object-Centric Deep Neural Networks: A Comparative Cognition Approach. CoRR Guillermo Puebla, Jeffrey S. Bowers
2023	J	`jnl`	Convolutional Neural Networks Trained to Identify Words Provide a Good Account of Visual Form Priming Effects. CoRR Dong Yin, Valerio Biscione, Jeffrey S. Bowers
2023	J	`jnl`	On the importance of severely testing deep learning models of cognition. Cogn. Syst. Res. Jeffrey S. Bowers, Gaurav Malhotra, Federico Adolfi, Marin Dujmovic, Milton Llera Montero, Valerio Biscione, Guillermo Puebla, John E. Hummel, Rachel F. Heaton
2023	J	`jnl`	Successes and critical failures of neural networks in capturing human-like speech recognition. Neural Networks Federico Adolfi, Jeffrey S. Bowers, David Poeppel
2023	J	`jnl`	The role of capacity constraints in Convolutional Neural Networks for learning random versus natural data. Neural Networks Christian Tsvetkov, Gaurav Malhotra, Benjamin D. Evans, Jeffrey S. Bowers
2023	J	`jnl`	The role of object-centric representations, guided attention, and external memory on generalizing visual relations. CoRR Guillermo Puebla, Jeffrey S. Bowers
2022	J	`jnl`	Biological convolutions improve DNN robustness to noise and generalisation. Neural Networks Benjamin D. Evans, Gaurav Malhotra, Jeffrey S. Bowers
2022	J	`jnl`	Do DNNs trained on Natural Images acquire Gestalt Properties? CoRR Valerio Biscione, Jeffrey S. Bowers
2022	J	`jnl`	Feature blindness: A challenge for understanding and modelling visual object recognition. PLoS Comput. Biol. Gaurav Malhotra, Marin Dujmovic, Jeffrey S. Bowers
2022	J	`jnl`	Learning online visual invariances for novel objects via supervised and self-supervised training. Neural Networks Valerio Biscione, Jeffrey S. Bowers
2022	J	`jnl`	Lost in Latent Space: Disentangled Models and the Challenge of Combinatorial Generalisation. CoRR Milton Llera Montero, Jeffrey S. Bowers, Rui Ponte Costa, Casimir J. H. Ludwig, Gaurav Malhotra
2022	A*	`conf`	Lost in Latent Space: Examining failures of disentangled models at combinatorial generalisation. NeurIPS Milton Llera Montero, Jeffrey S. Bowers, Rui Ponte Costa, Casimir J. H. Ludwig, Gaurav Malhotra
2022	J	`jnl`	Successes and critical failures of neural networks in capturing human-like speech recognition. CoRR Federico Adolfi, Jeffrey S. Bowers, David Poeppel
2021	B	`conf`	Can Deep Convolutional Neural Networks Learn Same-Different Relations? CogSci Guillermo Puebla, Jeffrey S. Bowers
2021	J	`jnl`	Convolutional Neural Networks Are Not Invariant to Translation, but They Can Learn to Be. CoRR Valerio Biscione, Jeffrey S. Bowers
2021	J	`jnl`	Convolutional Neural Networks Are Not Invariant to Translation, but They Can Learn to Be. J. Mach. Learn. Res. Valerio Biscione, Jeffrey S. Bowers
2021	J	`jnl`	Generalisation in Neural Networks Does not Require Feature Overlap. CoRR Jeff Mitchell, Jeffrey S. Bowers
2021	J	`jnl`	Learning Online Visual Invariances for Novel Objects via Supervised and Self-Supervised Training. CoRR Valerio Biscione, Jeffrey S. Bowers
2021	A*	`conf`	The role of Disentanglement in Generalisation. ICLR Milton Llera Montero, Casimir J. H. Ludwig, Rui Ponte Costa, Gaurav Malhotra, Jeffrey S. Bowers
2020	B	`conf`	Adding biological constraints to deep neural networks reduces their capacity to learn unstructured data. CogSci Christian Tsvetkov, Gaurav Malhotra, Benjamin Evans, Jeffrey S. Bowers
2020	J	`jnl`	Are there any 'object detectors' in the hidden layers of CNNs trained to identify objects or scenes? CoRR Ella M. Gale, Nicholas Martin, Ryan Blything, Anh Nguyen, Jeffrey S. Bowers
2020	B	`conf`	Harnessing the Symmetry of Convolutions for Systematic Generalisation. IJCNN Jeff Mitchell, Jeffrey S. Bowers
2020	J	`jnl`	Learning Translation Invariance in CNNs. CoRR Valerio Biscione, Jeffrey S. Bowers
2020	B	`conf`	Priorless Recurrent Networks Learn Curiously. COLING Jeff Mitchell, Jeffrey S. Bowers
2019	J	`jnl`	Out-of-the box neural networks can support combinatorial generalization. CoRR Ivan Vankov, Jeffrey S. Bowers
2019	B	`conf`	Selectivity metrics provide misleading estimates of the selectivity of single units in neural networks. CogSci Ella Gale, Ryan Blything, Nicholas Martin, Jeffrey S. Bowers, Anh Nguyen
2019	B	`conf`	The contrasting roles of shape in human vision and convolutional neural networks. CogSci Gaurav Malhotra, Jeffrey S. Bowers
2019	B	`conf`	Translation Tolerance in Vision. CogSci Ryan Blything, Ivan Vankov, Casimir J. H. Ludwig, Jeffrey S. Bowers
2018	J	`jnl`	When and where do feed-forward neural networks learn localist representations? CoRR Ella M. Gale, Nicolas Martin, Jeffrey S. Bowers
2017	B	`conf`	Using single unit recordings in PDP and localist models to better understand how knowledge is coded in the cortex. CogSci Jeffrey S. Bowers
2013	B	`conf`	Do voices survive lexical consolidation? CogSci Nicolas Dumay, Jeffrey S. Bowers
2013	B	`conf`	The Effect of Test Format on Visual Recognition Memory Performance. CogSci Nora Andermane, Jeffrey S. Bowers
2013	B	`conf`	When do PDP neural networks learn localist representations? CogSci Ivan Vankov, Jeffrey S. Bowers
2011	J	`jnl`	What is a grandmother cell? And how would you know if you found one? Connect. Sci. Jeffrey S. Bowers
2009	J	`jnl`	Learning Representations of Wordforms With Recurrent Networks: Comment on. Cogn. Sci. Jeffrey S. Bowers, Colin J. Davis