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Alignment with human representations supports robust few-shot learning

Alignment with human representations supports robust few-shot learning

27 January 2023
Ilia Sucholutsky
Thomas L. Griffiths
ArXivPDFHTML

Papers citing "Alignment with human representations supports robust few-shot learning"

22 / 22 papers shown
Title
Replicating Human Social Perception in Generative AI: Evaluating the Valence-Dominance Model
Necdet Gurkan
Kimathi Njoki
Jordan W. Suchow
43
0
0
05 Mar 2025
TurtleBench: A Visual Programming Benchmark in Turtle Geometry
TurtleBench: A Visual Programming Benchmark in Turtle Geometry
Sina Rismanchian
Yasaman Razeghi
Sameer Singh
Shayan Doroudi
49
1
0
31 Oct 2024
Connecting Concept Convexity and Human-Machine Alignment in Deep Neural
  Networks
Connecting Concept Convexity and Human-Machine Alignment in Deep Neural Networks
Teresa Dorszewski
Lenka Tětková
Lorenz Linhardt
Lars Kai Hansen
HAI
36
0
0
10 Sep 2024
Building Machines that Learn and Think with People
Building Machines that Learn and Think with People
Katherine M. Collins
Ilia Sucholutsky
Umang Bhatt
Kartik Chandra
Lionel Wong
...
Mark K. Ho
Vikash K. Mansinghka
Adrian Weller
Joshua B. Tenenbaum
Thomas L. Griffiths
40
29
0
22 Jul 2024
Building an Ethical and Trustworthy Biomedical AI Ecosystem for the
  Translational and Clinical Integration of Foundational Models
Building an Ethical and Trustworthy Biomedical AI Ecosystem for the Translational and Clinical Integration of Foundational Models
Simha Sankar Baradwaj
Destiny Gilliland
Jack Rincon
Henning Hermjakob
Yu Yan
...
Dean Wang
Karol Watson
Alex Bui
Wei Wang
Peipei Ping
40
5
0
18 Jul 2024
How Aligned are Different Alignment Metrics?
How Aligned are Different Alignment Metrics?
Jannis Ahlert
Thomas Klein
Felix Wichmann
Robert Geirhos
27
4
0
10 Jul 2024
Representational Alignment Supports Effective Machine Teaching
Representational Alignment Supports Effective Machine Teaching
Ilia Sucholutsky
Katherine M. Collins
Maya Malaviya
Nori Jacoby
Weiyang Liu
...
J. Tenenbaum
Brad Love
Z. Pardos
Adrian Weller
Thomas L. Griffiths
54
3
0
06 Jun 2024
A Nurse is Blue and Elephant is Rugby: Cross Domain Alignment in Large
  Language Models Reveal Human-like Patterns
A Nurse is Blue and Elephant is Rugby: Cross Domain Alignment in Large Language Models Reveal Human-like Patterns
Asaf Yehudai
Taelin Karidi
Gabriel Stanovsky
Ariel Goldstein
Omri Abend
33
1
0
23 May 2024
Knowledge graphs for empirical concept retrieval
Knowledge graphs for empirical concept retrieval
Lenka Tětková
Teresa Scheidt
Maria Mandrup Fogh
Ellen Marie Gaunby Jorgensen
F. Nielsen
Lars Kai Hansen
21
1
0
10 Apr 2024
Improving deep learning with prior knowledge and cognitive models: A
  survey on enhancing explainability, adversarial robustness and zero-shot
  learning
Improving deep learning with prior knowledge and cognitive models: A survey on enhancing explainability, adversarial robustness and zero-shot learning
F. Mumuni
A. Mumuni
AAML
31
5
0
11 Mar 2024
Learning Human-like Representations to Enable Learning Human Values
Learning Human-like Representations to Enable Learning Human Values
Andrea Wynn
Ilia Sucholutsky
Thomas L. Griffiths
16
4
0
21 Dec 2023
Getting aligned on representational alignment
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
56
74
0
18 Oct 2023
What Matters to You? Towards Visual Representation Alignment for Robot
  Learning
What Matters to You? Towards Visual Representation Alignment for Robot Learning
Ran Tian
Chenfeng Xu
Masayoshi Tomizuka
Jitendra Malik
Andrea V. Bajcsy
19
9
0
11 Oct 2023
Dimensions of Disagreement: Unpacking Divergence and Misalignment in
  Cognitive Science and Artificial Intelligence
Dimensions of Disagreement: Unpacking Divergence and Misalignment in Cognitive Science and Artificial Intelligence
Kerem Oktar
Ilia Sucholutsky
Tania Lombrozo
Thomas L. Griffiths
AI4CE
47
3
0
03 Oct 2023
Improving neural network representations using human similarity
  judgments
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
40
29
0
07 Jun 2023
Performance-optimized deep neural networks are evolving into worse
  models of inferotemporal visual cortex
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
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
Human-in-the-Loop Mixup
Human-in-the-Loop Mixup
Katherine M. Collins
Umang Bhatt
Weiyang Liu
Vihari Piratla
Ilia Sucholutsky
Bradley C. Love
Adrian Weller
22
7
0
02 Nov 2022
Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges
Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges
M. Bronstein
Joan Bruna
Taco S. Cohen
Petar Velivcković
GNN
172
1,103
0
27 Apr 2021
High-Performance Large-Scale Image Recognition Without Normalization
High-Performance Large-Scale Image Recognition Without Normalization
Andrew Brock
Soham De
Samuel L. Smith
Karen Simonyan
VLM
223
512
0
11 Feb 2021
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision
  Applications
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications
Andrew G. Howard
Menglong Zhu
Bo Chen
Dmitry Kalenichenko
Weijun Wang
Tobias Weyand
M. Andreetto
Hartwig Adam
3DH
948
20,549
0
17 Apr 2017
ImageNet Large Scale Visual Recognition Challenge
ImageNet Large Scale Visual Recognition Challenge
Olga Russakovsky
Jia Deng
Hao Su
J. Krause
S. Satheesh
...
A. Karpathy
A. Khosla
Michael S. Bernstein
Alexander C. Berg
Li Fei-Fei
VLM
ObjD
282
39,190
0
01 Sep 2014
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