Title
Mixed Evidence for Gestalt Grouping in Deep Neural Networks Valerio Biscione J. Bowers 37 9 0 14 Mar 2022
Solving Dynamic Principal-Agent Problems with a Rationally Inattentive Principal Tong Mu Stephan Zheng Alexander R. Trott 17 3 0 18 Jan 2022
Toward Learning Human-aligned Cross-domain Robust Models by Countering Misaligned Features Haohan Wang Zeyi Huang Hanlin Zhang Yong Jae Lee Eric P. Xing OOD 127 16 0 05 Nov 2021
Trivial or impossible -- dichotomous data difficulty masks model differences (on ImageNet and beyond) Kristof Meding Luca M. Schulze Buschoff Robert Geirhos Felix Wichmann 28 40 0 12 Oct 2021
Recurrent networks improve neural response prediction and provide insights into underlying cortical circuits Yimeng Zhang Harold Rockwell Sicheng Dai Ge Huang S. Tsou Yuanyuan Wei T. Lee 19 1 0 02 Oct 2021
Training Feedback Spiking Neural Networks by Implicit Differentiation on the Equilibrium State Mingqing Xiao Qingyan Meng Zongpeng Zhang Yisen Wang Zhouchen Lin 103 59 0 29 Sep 2021
Capturing the objects of vision with neural networks B. Peters N. Kriegeskorte OCL 18 56 0 07 Sep 2021
CogSense: A Cognitively Inspired Framework for Perception Adaptation Hyukseong Kwon Amir M. Rahimi Kevin G. Lee Amit Agarwal Rajan Bhattacharyya 11 0 0 22 Jul 2021
Passive Attention in Artificial Neural Networks Predicts Human Visual Selectivity Thomas A. Langlois H. C. Zhao Erin Grant Ishita Dasgupta Thomas L. Griffiths Nori Jacoby 42 15 0 14 Jul 2021
Partial success in closing the gap between human and machine vision Robert Geirhos Kantharaju Narayanappa Benjamin Mitzkus Tizian Thieringer Matthias Bethge Felix Wichmann Wieland Brendel VLM AAML 40 221 0 14 Jun 2021
Object Based Attention Through Internal Gating Jordan Lei Ari S. Benjamin Konrad Paul Kording OCL 14 4 0 08 Jun 2021
Predify: Augmenting deep neural networks with brain-inspired predictive coding dynamics Bhavin Choksi Milad Mozafari Callum Biggs O'May Benjamin Ador A. Alamia Rufin VanRullen AI4CE 14 35 0 04 Jun 2021
Stroke Lesion Segmentation with Visual Cortex Anatomy Alike Neural Nets Chuanlong Li OOD 17 3 0 13 May 2021
Self-Reorganizing and Rejuvenating CNNs for Increasing Model Capacity Utilization Wissam J. Baddar Seungju Han Seon-Min Rhee Jae-Joon Han 6 1 0 13 Feb 2021
Deep Neural Models for color discrimination and color constancy Alban Flachot A. Akbarinia Heiko H. Schutt R. Fleming Felix Wichmann K. Gegenfurtner 4 2 0 28 Dec 2020
Enriching ImageNet with Human Similarity Judgments and Psychological Embeddings Brett D. Roads Bradley C. Love 3DH 14 39 0 22 Nov 2020
Fooling the primate brain with minimal, targeted image manipulation Li-xin Yuan Will Xiao Giorgia Dellaferrera Gabriel Kreiman Francis E. H. Tay Jiashi Feng Margaret Livingstone AAML 17 1 0 11 Nov 2020
Beyond accuracy: quantifying trial-by-trial behaviour of CNNs and humans by measuring error consistency Robert Geirhos Kristof Meding Felix Wichmann 6 116 0 30 Jun 2020
Stable and expressive recurrent vision models Drew Linsley A. Ashok L. Govindarajan Rex G Liu Thomas Serre 6 44 0 22 May 2020
A neural network walks into a lab: towards using deep nets as models for human behavior Wei-Ying Ma B. Peters HAI AI4CE 12 54 0 02 May 2020
Going in circles is the way forward: the role of recurrence in visual inference R. S. V. Bergen N. Kriegeskorte 17 81 0 26 Mar 2020
Evaluating the Progress of Deep Learning for Visual Relational Concepts Sebastian Stabinger Peer David J. Piater A. Rodríguez-Sánchez 12 18 0 29 Jan 2020
Convolutional Neural Networks as a Model of the Visual System: Past, Present, and Future Grace W. Lindsay MedIm 24 423 0 20 Jan 2020
Adaptive and Iteratively Improving Recurrent Lateral Connections Barak Battash Lior Wolf 9 2 0 16 Oct 2019
Subjective and Objective De-raining Quality Assessment Towards Authentic Rain Image Qingbo Wu Lei Wang K. Ngan Hongliang Li Fanman Meng Linfeng Xu 14 60 0 26 Sep 2019
Interpreting and improving natural-language processing (in machines) with natural language-processing (in the brain) Mariya Toneva Leila Wehbe MILM AI4CE 20 218 0 28 May 2019
Abstraction Mechanisms Predict Generalization in Deep Neural Networks Alex Gain H. Siegelmann AI4CE 6 6 0 27 May 2019
Bridging the Gaps Between Residual Learning, Recurrent Neural Networks and Visual Cortex Q. Liao T. Poggio 206 255 0 13 Apr 2016