Neither hype nor gloom do DNNs justice

8 December 2023

Papers citing "Neither hype nor gloom do DNNs justice"

43 / 43 papers shown

Title
Visual Image Reconstruction from Brain Activity via Latent Representation Y. Kamitani Misato Tanaka Ken Shirakawa 11 0 0 13 May 2025
Contour Integration Underlies Human-Like Vision Ben Lonnqvist Elsa Scialom Abdülkadir Gökce Zehra Merchant Michael H. Herzog Martin Schrimpf VLM 28 0 0 07 Apr 2025
Do computer vision foundation models learn the low-level characteristics of the human visual system? Yancheng Cai Fei Yin Dounia Hammou Rafal Mantiuk VLM Presented at ResearchTrend Connect \| VLM on 14 Mar 2025 136 1 0 13 Mar 2025
Seeing Eye to AI? Applying Deep-Feature-Based Similarity Metrics to Information Visualization Sheng Long Angelos Chatzimparmpas Emma Alexander Matthew Kay Jessica Hullman 29 0 0 28 Feb 2025
Brain-Model Evaluations Need the NeuroAI Turing Test Jenelle Feather Meenakshi Khosla N. Apurva Ratan Murty Aran Nayebi 65 3 0 22 Feb 2025
A margin-based replacement for cross-entropy loss Michael W. Spratling Heiko H. Schütt 61 0 0 21 Jan 2025
Human-like object concept representations emerge naturally in multimodal large language models Changde Du Kaicheng Fu Bincheng Wen Yi Sun Jie Peng ... Chuncheng Zhang Jinpeng Li Shuang Qiu Le Chang Huiguang He 27 1 0 01 Jul 2024
Visualization Literacy of Multimodal Large Language Models: A Comparative Study Zhimin Li Haichao Miao Valerio Pascucci Shusen Liu 35 4 0 24 Jun 2024
The 3D-PC: a benchmark for visual perspective taking in humans and machines Drew Linsley Peisen Zhou A. Ashok Akash Nagaraj Gaurav Gaonkar Francis E Lewis Zygmunt Pizlo Thomas Serre 37 6 0 06 Jun 2024
Spiking representation learning for associative memories Naresh B. Ravichandran A. Lansner Pawel Herman 26 1 0 05 Jun 2024
Position: An Inner Interpretability Framework for AI Inspired by Lessons from Cognitive Neuroscience Martina G. Vilas Federico Adolfi David Poeppel Gemma Roig 33 5 0 03 Jun 2024
Poisson Variational Autoencoder Hadi Vafaii Dekel Galor Jacob L. Yates DRL 27 2 0 23 May 2024
A theory of neural emulators C. Mitelut 24 0 0 22 May 2024
Leveraging the Human Ventral Visual Stream to Improve Neural Network Robustness Zhenan Shao Linjian Ma Bo Li Diane M. Beck AAML 26 3 0 04 May 2024
MindSet: Vision. A toolbox for testing DNNs on key psychological experiments Valerio Biscione Don Yin Gaurav Malhotra Marin Dujmović M. Montero ... Rachel Heaton John E. Hummel Benjamin D. Evans Karim G. Habashy Jeffrey S. Bowers 22 2 0 08 Apr 2024
Computational Models to Study Language Processing in the Human Brain: A Survey Shaonan Wang Jingyuan Sun Yunhao Zhang Nan Lin Marie-Francine Moens Chengqing Zong 14 5 0 20 Mar 2024
Visual Reasoning in Object-Centric Deep Neural Networks: A Comparative Cognition Approach Guillermo Puebla Jeffrey S. Bowers OCL 25 0 0 20 Feb 2024
Comparing supervised learning dynamics: Deep neural networks match human data efficiency but show a generalisation lag Lukas Huber Fred W. Mast Felix A. Wichmann 21 0 0 14 Feb 2024
Human-Like Geometric Abstraction in Large Pre-trained Neural Networks Declan Campbell Sreejan Kumar Tyler Giallanza Thomas L. Griffiths Jonathan D. Cohen GNN OCL 13 1 0 06 Feb 2024
Unveiling the Human-like Similarities of Automatic Facial Expression Recognition: An Empirical Exploration through Explainable AI F. X. Gaya-Morey S. Ramis-Guarinos Cristina Manresa-Yee Jose Maria Buades Rubio CVBM 17 3 0 22 Jan 2024
Layerwise complexity-matched learning yields an improved model of cortical area V2 Nikhil Parthasarathy Olivier J. Hénaff Eero P. Simoncelli 27 1 0 18 Dec 2023
Artificial Neural Nets and the Representation of Human Concepts Timo Freiesleben NAI 9 1 0 08 Dec 2023
Unveiling The Factors of Aesthetic Preferences with Explainable AI Derya Soydaner Johan Wagemans 6 2 0 24 Nov 2023
Getting aligned on representational alignment Ilia Sucholutsky Lukas Muttenthaler Adrian Weller Andi Peng Andreea Bobu ... Thomas Unterthiner Andrew Kyle Lampinen Klaus-Robert Muller M. Toneva Thomas L. Griffiths 54 72 0 18 Oct 2023
Latent Noise Segmentation: How Neural Noise Leads to the Emergence of Segmentation and Grouping Vincent Mallet Zhengqing Wu M. Ovsjanikov 13 5 0 28 Sep 2023
Divergences in Color Perception between Deep Neural Networks and Humans E. Nadler Elise Darragh-Ford Bhargav Srinivasa Desikan Christian Conaway Mark Chu Tasker Hull Douglas Guilbeault 18 4 0 11 Sep 2023
Consciousness in Artificial Intelligence: Insights from the Science of Consciousness Patrick Butlin R. Long Eric Elmoznino Yoshua Bengio Jonathan C. P. Birch ... L. Mudrik Megan A. K. Peters Eric Schwitzgebel Jonathan Simon Rufin VanRullen LLMAG 16 95 0 17 Aug 2023
Improving neural network representations using human similarity judgments Lukas Muttenthaler Lorenz Linhardt Jonas Dippel Robert A. Vandermeulen Katherine L. Hermann Andrew Kyle Lampinen Simon Kornblith 27 29 0 07 Jun 2023
Performance-optimized deep neural networks are evolving into worse models of inferotemporal visual cortex Drew Linsley I. F. Rodriguez Thomas Fel Michael Arcaro Saloni Sharma Margaret Livingstone Thomas Serre 22 18 0 06 Jun 2023
Adversarial alignment: Breaking the trade-off between the strength of an attack and its relevance to human perception Drew Linsley Pinyuan Feng Thibaut Boissin A. Ashok Thomas Fel Stephanie Olaiya Thomas Serre AAML 20 6 0 05 Jun 2023
Are Deep Neural Networks Adequate Behavioural Models of Human Visual Perception? Felix Wichmann Robert Geirhos 22 25 0 26 May 2023
Meta-Learned Models of Cognition Marcel Binz Ishita Dasgupta A. Jagadish M. Botvinick Jane X. Wang Eric Schulz 24 23 0 12 Apr 2023
Covariance properties under natural image transformations for the generalized Gaussian derivative model for visual receptive fields T. Lindeberg 11 11 0 17 Mar 2023
Convolutional Neural Networks Trained to Identify Words Provide a Surprisingly Good Account of Visual Form Priming Effects Dong Yin Valerio Biscione J. Bowers 12 1 0 08 Feb 2023
Deep Learning Models to Study Sentence Comprehension in the Human Brain S. Arana Jacques Pesnot Lerousseau P. Hagoort 12 10 0 16 Jan 2023
Modeling biological face recognition with deep convolutional neural networks Leonard E. van Dyck W. Gruber CVBM 6 7 0 13 Aug 2022
Should attention be all we need? The epistemic and ethical implications of unification in machine learning N. Fishman Leif Hancox-Li 17 7 0 09 May 2022
Successes and critical failures of neural networks in capturing human-like speech recognition Federico Adolfi J. Bowers David Poeppel UQCV 9 19 0 06 Apr 2022
Mixed Evidence for Gestalt Grouping in Deep Neural Networks Valerio Biscione J. Bowers 29 7 0 14 Mar 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 301 11,730 0 04 Mar 2022
Learning Online Visual Invariances for Novel Objects via Supervised and Self-Supervised Training Valerio Biscione J. Bowers 26 11 0 04 Oct 2021
Understanding the computational demands underlying visual reasoning Mohit Vaishnav Rémi Cadène A. Alamia Drew Linsley Rufin VanRullen Thomas Serre GNN CoGe 27 16 0 08 Aug 2021
Solving the Same-Different Task with Convolutional Neural Networks Nicola Messina Giuseppe Amato F. Carrara Claudio Gennaro Fabrizio Falchi AIMat OOD SSL UQCV 30 16 0 22 Jan 2021