@santiruiznavas @mkpsyx @ScienceAdvances @WilmaBainbridge @Chris_I_Baker We defined *semantic* or *conceptual* as non-visual dimensions (i.e. not red, not textured, etc.) from the set of 49 dimensions identified in the study below, which underlie similarit
As a bit of background, we previously used a smaller dataset of 1.46 million odd-one out judgments for the same images to demonstrate that similarity can be explained with a surprisingly low-dimensional embedding: we found 49 interpretable dimensions. 2/n
@jcrwhittington @IbanDlank @fpereira Looking forward to reading your work in detail! We’re coming more from the empirical side :-) My working hypothesis has been that disentangled representations of frequent concepts aid readout by reduce wiring costs. Her
Revealing the multidimensional mental representations of natural objects underlying human similarity judgements. https://t.co/TPfX3i1zYv
@LiqiangHuang4 @bjbalas Not sure but perhaps worth asking Yaniv Morgenstern and Roland Fleming: https://t.co/cgIMQCc3g8 Also, it might be worth pondering our triplet-based approach which can work with a fraction of possible similarity estimates, code ava
On the many ways we tag stuff in our minds.
@JhendersonIMB I liked this approach! https://t.co/GjZFLC4ASa
@pierre_bellec @danilobzdok @criticalneuro @KordingLab @tyrell_turing @skornblith @neuro_data @mtoneva1 @kateiyas Maybe you also saw this, which uses things? https://t.co/GjZFLC4ASa
RT @martin_hebart: I'm very happy to announce that our paper "Revealing the multidimensional mental representations of natural objects unde…
RT @ProfData: @martin_hebart, Charles Zheng, @fpereira & @Chris_I_Baker find that a large-set of objects can be represented by a small set…
RT @martin_hebart: I'm very happy to announce that our paper "Revealing the multidimensional mental representations of natural objects unde…
RT @martin_hebart: I'm very happy to announce that our paper "Revealing the multidimensional mental representations of natural objects unde…
RT @ProfData: @martin_hebart, Charles Zheng, @fpereira & @Chris_I_Baker find that a large-set of objects can be represented by a small set…
RT @martin_hebart: I'm very happy to announce that our paper "Revealing the multidimensional mental representations of natural objects unde…
@JCSkewesDK @chbergma this sort of thing? https://t.co/wzYoHrnAxJ
RT @ProfData: @martin_hebart, Charles Zheng, @fpereira & @Chris_I_Baker find that a large-set of objects can be represented by a small set…
RT @martin_hebart: I'm very happy to announce that our paper "Revealing the multidimensional mental representations of natural objects unde…
RT @ProfData: @martin_hebart, Charles Zheng, @fpereira & @Chris_I_Baker find that a large-set of objects can be represented by a small set…
RT @ProfData: @martin_hebart, Charles Zheng, @fpereira & @Chris_I_Baker find that a large-set of objects can be represented by a small set…
@martin_hebart, Charles Zheng, @fpereira & @Chris_I_Baker find that a large-set of objects can be represented by a small set of interpretable dimensions, which capture human judgments. Read the spotlight (https://t.co/ysmz8NMlbK) and their paper (https
RT @martin_hebart: I'm very happy to announce that our paper "Revealing the multidimensional mental representations of natural objects unde…
Similarity as a Window on the Dimensions of Object Representation https://t.co/EV0VKvo9s6 Original article here https://t.co/sPlXzWKX6v
RT @NatureHumBehav: What defines an object? Hebart et al. provide a model of similarity judgments for 1,854 natural objects. The model reve…
人による大規模な類似性判断データに基づいて諸々を定量化する研究が流行り始めている予感． そして，人が定量化するとき，人もまた定量化されるのである． 匂いについて： https://t.co/5kSfl9h03C 「物」(というか画像)について： https://t.co/C3Tzh0cAdP このやり方はなにか使えそうな気がする．
@IceVisLab @NatureHumBehav @fpereira @Chris_I_Baker Thanks, I just added it to the thread here you go!
Here is the link to the paper: https://t.co/822XEj0IfE And here is the link to the News & Views by Max Riesenhuber: https://t.co/qdqskB7Vo1
we are so stupid
Oh! The brain 💙
@threadreaderapp unroll
RT @martin_hebart: I'm very happy to announce that our paper "Revealing the multidimensional mental representations of natural objects unde…
Hebart, M.N., Zheng, C.Y., Pereira, F. et al. Revealing the multidimensional mental representations of natural objects underlying human similarity judgements. Nat Hum Behav (2020). https://t.co/ykQ9ovhNU8
RT @NatureHumBehav: What defines an object? Hebart et al. provide a model of similarity judgments for 1,854 natural objects. The model reve…
Revealing the multidimensional mental representations of natural objects underlying human similarity judgements | Nature Human Behaviour https://t.co/S78CRhwY6c
How do we tell something is a Thing? When it is similar to—ie shares dimensions—with another thing. @martin_hebart et al developed a model based on 1.5 million similarity judgments, identifying 49 dimensions: https://t.co/2WNl3G6MEM (Thread: https://t.co/I
RT @martin_hebart: I'm very happy to announce that our paper "Revealing the multidimensional mental representations of natural objects unde…
RT @BenediktAmrhein: Revealing the multidimensional mental representations of natural objects underlying human similarity judgements https…
RT @BenediktAmrhein: Revealing the multidimensional mental representations of natural objects underlying human similarity judgements https…
RT @martin_hebart: I'm very happy to announce that our paper "Revealing the multidimensional mental representations of natural objects unde…
RT @martin_hebart: I'm very happy to announce that our paper "Revealing the multidimensional mental representations of natural objects unde…
RT @npseaver: looking forward to learning about the 49 dimensions that define (most) object similarity
looking forward to learning about the 49 dimensions that define (most) object similarity
人の物体認識は49次元で表現できるらしい（なぜ49という半端なところで切ったのか）。非類似画像を選択肢から外す行動テストを行って、残った画像の相関関係から推定してるっぽい。Harrisの論文でV1での表現がPower-lowに従うってのがあったけど、どれくらい似てるんだろう。 https://t.co/0E7KGOBgY4
RT @martin_hebart: I'm very happy to announce that our paper "Revealing the multidimensional mental representations of natural objects unde…
RT @martin_hebart: I'm very happy to announce that our paper "Revealing the multidimensional mental representations of natural objects unde…
RT @NatureHumBehav: What defines an object? Hebart et al. provide a model of similarity judgments for 1,854 natural objects. The model reve…
RT @martin_hebart: I'm very happy to announce that our paper "Revealing the multidimensional mental representations of natural objects unde…
RT @martin_hebart: I'm very happy to announce that our paper "Revealing the multidimensional mental representations of natural objects unde…
RT @martin_hebart: I'm very happy to announce that our paper "Revealing the multidimensional mental representations of natural objects unde…
RT @martin_hebart: I'm very happy to announce that our paper "Revealing the multidimensional mental representations of natural objects unde…
RT @NatureHumBehav: What defines an object? Hebart et al. provide a model of similarity judgments for 1,854 natural objects. The model reve…
RT @NatureHumBehav: What defines an object? Hebart et al. provide a model of similarity judgments for 1,854 natural objects. The model reve…
RT @martin_hebart: I'm very happy to announce that our paper "Revealing the multidimensional mental representations of natural objects unde…
RT @NatureHumBehav: What defines an object? Hebart et al. provide a model of similarity judgments for 1,854 natural objects. The model reve…
RT @NatureHumBehav: What defines an object? Hebart et al. provide a model of similarity judgments for 1,854 natural objects. The model reve…
What defines an object? Hebart et al. provide a model of similarity judgments for 1,854 natural objects. The model reveals 49 dimensions that reflect perceptual and conceptual object properties and predicts human similarity judgments. https://t.co/YLJm720f
RT @martin_hebart: I'm very happy to announce that our paper "Revealing the multidimensional mental representations of natural objects unde…
RT @martin_hebart: I'm very happy to announce that our paper "Revealing the multidimensional mental representations of natural objects unde…
RT @martin_hebart: I'm very happy to announce that our paper "Revealing the multidimensional mental representations of natural objects unde…
RT @martin_hebart: I'm very happy to announce that our paper "Revealing the multidimensional mental representations of natural objects unde…
RT @martin_hebart: I'm very happy to announce that our paper "Revealing the multidimensional mental representations of natural objects unde…
RT @martin_hebart: I'm very happy to announce that our paper "Revealing the multidimensional mental representations of natural objects unde…
RT @martin_hebart: I'm very happy to announce that our paper "Revealing the multidimensional mental representations of natural objects unde…
RT @martin_hebart: I'm very happy to announce that our paper "Revealing the multidimensional mental representations of natural objects unde…
RT @martin_hebart: I'm very happy to announce that our paper "Revealing the multidimensional mental representations of natural objects unde…
RT @martin_hebart: I'm very happy to announce that our paper "Revealing the multidimensional mental representations of natural objects unde…
Revealing the multidimensional mental representations of natural objects underlying human similarity judgements https://t.co/K8icUzhydW via @nuzzel
RT @martin_hebart: I'm very happy to announce that our paper "Revealing the multidimensional mental representations of natural objects unde…
Amazing work (and dataset!) helping to unravel the mysteries of how we make similarity judgments, which are a building block of categorization and semantics!
RT @martin_hebart: I'm very happy to announce that our paper "Revealing the multidimensional mental representations of natural objects unde…
RT @martin_hebart: I'm very happy to announce that our paper "Revealing the multidimensional mental representations of natural objects unde…
RT @martin_hebart: I'm very happy to announce that our paper "Revealing the multidimensional mental representations of natural objects unde…
RT @martin_hebart: I'm very happy to announce that our paper "Revealing the multidimensional mental representations of natural objects unde…
RT @martin_hebart: I'm very happy to announce that our paper "Revealing the multidimensional mental representations of natural objects unde…
Beautiful work!
RT @martin_hebart: I'm very happy to announce that our paper "Revealing the multidimensional mental representations of natural objects unde…
RT @martin_hebart: I'm very happy to announce that our paper "Revealing the multidimensional mental representations of natural objects unde…
Orthagonal to this specific topic, but in corpus data from COCA and US-source materials in NOW, the word "object" is seldom used to refer to animate entities. 1/
RT @martin_hebart: I'm very happy to announce that our paper "Revealing the multidimensional mental representations of natural objects unde…
Another very cool new paper. It isn't scenes but it is visual cognition (objects) with interesting implications for scenes.
RT @martin_hebart: Special thanks to Max Riesenhuber @GUNeuro for writing this News & Views on our object dimensions paper: https://t.co/uw…
RT @martin_hebart: I'm very happy to announce that our paper "Revealing the multidimensional mental representations of natural objects unde…
@spiantado
RT @martin_hebart: I'm very happy to announce that our paper "Revealing the multidimensional mental representations of natural objects unde…
RT @martin_hebart: I'm very happy to announce that our paper "Revealing the multidimensional mental representations of natural objects unde…
RT @martin_hebart: Special thanks to Max Riesenhuber @GUNeuro for writing this News & Views on our object dimensions paper: https://t.co/uw…
Special thanks to Max Riesenhuber @GUNeuro for writing this News & Views on our object dimensions paper: https://t.co/uwXAUuRMxH It provides a great summary and an insightful perspective on how our work can be related to current knowledge on principles
RT @martin_hebart: I'm very happy to announce that our paper "Revealing the multidimensional mental representations of natural objects unde…
RT @martin_hebart: I'm very happy to announce that our paper "Revealing the multidimensional mental representations of natural objects unde…
RT @martin_hebart: I'm very happy to announce that our paper "Revealing the multidimensional mental representations of natural objects unde…
RT @martin_hebart: I'm very happy to announce that our paper "Revealing the multidimensional mental representations of natural objects unde…
RT @martin_hebart: I'm very happy to announce that our paper "Revealing the multidimensional mental representations of natural objects unde…
RT @martin_hebart: I'm very happy to announce that our paper "Revealing the multidimensional mental representations of natural objects unde…
RT @CogSciSoc: Revealing the multidimensional mental representations of natural objects underlying human similarity judgements https://t.co…
RT @martin_hebart: I'm very happy to announce that our paper "Revealing the multidimensional mental representations of natural objects unde…
RT @martin_hebart: I'm very happy to announce that our paper "Revealing the multidimensional mental representations of natural objects unde…
RT @martin_hebart: I'm very happy to announce that our paper "Revealing the multidimensional mental representations of natural objects unde…
RT @martin_hebart: I'm very happy to announce that our paper "Revealing the multidimensional mental representations of natural objects unde…