Tobias Niehues
@tobnie.bsky.social
ELLIS PhD Student @ Centre for Cognitive Science, Technical University of Darmstadt | (Inverse) Computational Modeling of Sensorimotor Behavior | https://tobias-niehues.com/
Reposted by Tobias Niehues
G'day #ECVP!
Today, three more colleagues present their posters.
38: @celinehonekamp.bsky.social will introduce you to dual adaptation in the temporal domain.
48: Tarek will present a relative depth experiment conducted on the multifocal display he built.
Today, three more colleagues present their posters.
38: @celinehonekamp.bsky.social will introduce you to dual adaptation in the temporal domain.
48: Tarek will present a relative depth experiment conducted on the multifocal display he built.
August 28, 2025 at 6:37 AM
G'day #ECVP!
Today, three more colleagues present their posters.
38: @celinehonekamp.bsky.social will introduce you to dual adaptation in the temporal domain.
48: Tarek will present a relative depth experiment conducted on the multifocal display he built.
Today, three more colleagues present their posters.
38: @celinehonekamp.bsky.social will introduce you to dual adaptation in the temporal domain.
48: Tarek will present a relative depth experiment conducted on the multifocal display he built.
Reposted by Tobias Niehues
Good morning #ECVP!
Today, two of my colleagues are presenting their posters in the morning and afternoon session 🎉
Lina will introduce you to (mismatching) causal relationships and @lreining.bsky.social will introduce you to MooneyMaker, a Python package to create ambiguous two-tone images.
Today, two of my colleagues are presenting their posters in the morning and afternoon session 🎉
Lina will introduce you to (mismatching) causal relationships and @lreining.bsky.social will introduce you to MooneyMaker, a Python package to create ambiguous two-tone images.
August 27, 2025 at 4:41 AM
Good morning #ECVP!
Today, two of my colleagues are presenting their posters in the morning and afternoon session 🎉
Lina will introduce you to (mismatching) causal relationships and @lreining.bsky.social will introduce you to MooneyMaker, a Python package to create ambiguous two-tone images.
Today, two of my colleagues are presenting their posters in the morning and afternoon session 🎉
Lina will introduce you to (mismatching) causal relationships and @lreining.bsky.social will introduce you to MooneyMaker, a Python package to create ambiguous two-tone images.
Reposted by Tobias Niehues
I'd be glad to see a lot of people at our poster on Tuesday, August 26th, 10-11.30am at #ECVP2025 and tell you more about which cost functions shape your behavior in sensorimotor decision-making!
Looking forward to meeting you #ECVP2025 Mainz this week, including collaborative work with @tobnie.bsky.social @dominikstrb.bsky.social @ookenfooken.bsky.social @fatatai.bsky.social @tsawallis.bsky.social @mamassian.bsky.social @guidomaiello.bsky.social @mariaeckstein.bsky.social and many others
August 25, 2025 at 7:40 PM
I'd be glad to see a lot of people at our poster on Tuesday, August 26th, 10-11.30am at #ECVP2025 and tell you more about which cost functions shape your behavior in sensorimotor decision-making!
I'm presenting our work "Revisiting Cost Functions in Sensorimotor Decision-Making" at #CCN2025!
Stop by our poster (@dominikstrb.bsky.social, @c-rothkopf.bsky.social) and learn more about how to rethink common modeling assumptions.
📅 When: Friday, August 15, 2pm–5pm
📍 Where: De Brug, Poster C1
Stop by our poster (@dominikstrb.bsky.social, @c-rothkopf.bsky.social) and learn more about how to rethink common modeling assumptions.
📅 When: Friday, August 15, 2pm–5pm
📍 Where: De Brug, Poster C1
August 13, 2025 at 11:52 AM
I'm presenting our work "Revisiting Cost Functions in Sensorimotor Decision-Making" at #CCN2025!
Stop by our poster (@dominikstrb.bsky.social, @c-rothkopf.bsky.social) and learn more about how to rethink common modeling assumptions.
📅 When: Friday, August 15, 2pm–5pm
📍 Where: De Brug, Poster C1
Stop by our poster (@dominikstrb.bsky.social, @c-rothkopf.bsky.social) and learn more about how to rethink common modeling assumptions.
📅 When: Friday, August 15, 2pm–5pm
📍 Where: De Brug, Poster C1
If you wanna find out how to overcome Gaussian distribution and quadratic cost assumptions in Bayesian decision-making models AND how to perform inference over their parameters, swing by our poster at #ICLR2025 in Singapore!
📅 When: Friday, April 25, 10am–12:30pm
📍 Where: Halls 3 + 2B, Poster #61
📅 When: Friday, April 25, 10am–12:30pm
📍 Where: Halls 3 + 2B, Poster #61
Curious to learn more? Check out our full paper to see how neural networks can transform Bayesian inference in complex decision-making models arxiv.org/abs/2409.03710
Inverse decision-making using neural amortized Bayesian actors
Bayesian observer and actor models have provided normative explanations for many behavioral phenomena in perception, sensorimotor control, and other areas of cognitive science and neuroscience. They a...
arxiv.org
April 23, 2025 at 2:07 PM
If you wanna find out how to overcome Gaussian distribution and quadratic cost assumptions in Bayesian decision-making models AND how to perform inference over their parameters, swing by our poster at #ICLR2025 in Singapore!
📅 When: Friday, April 25, 10am–12:30pm
📍 Where: Halls 3 + 2B, Poster #61
📅 When: Friday, April 25, 10am–12:30pm
📍 Where: Halls 3 + 2B, Poster #61
Reposted by Tobias Niehues
We just updated the preprint of our amortized Bayesian decision-making paper (accepted at @iclr-conf.bsky.social #ICLR2025)
What's new:
- disentangling the effect of priors and costs
- model comparison between different cost functions on three sensorimotor tasks
What's new:
- disentangling the effect of priors and costs
- model comparison between different cost functions on three sensorimotor tasks
Curious to learn more? Check out our full paper to see how neural networks can transform Bayesian inference in complex decision-making models arxiv.org/abs/2409.03710
Inverse decision-making using neural amortized Bayesian actors
Bayesian observer and actor models have provided normative explanations for many behavioral phenomena in perception, sensorimotor control, and other areas of cognitive science and neuroscience. They a...
arxiv.org
February 3, 2025 at 9:05 AM
We just updated the preprint of our amortized Bayesian decision-making paper (accepted at @iclr-conf.bsky.social #ICLR2025)
What's new:
- disentangling the effect of priors and costs
- model comparison between different cost functions on three sensorimotor tasks
What's new:
- disentangling the effect of priors and costs
- model comparison between different cost functions on three sensorimotor tasks
Reposted by Tobias Niehues
Great work by great students, alumni Julen Urain, Carlo D'Eramo, Boris Belousov & Jens Kober and with our great collaborators Constantin A. Rothkopf! Happy with the 2025 results at International Conference on Learning Representations (ICLR).
January 28, 2025 at 3:06 PM
Great work by great students, alumni Julen Urain, Carlo D'Eramo, Boris Belousov & Jens Kober and with our great collaborators Constantin A. Rothkopf! Happy with the 2025 results at International Conference on Learning Representations (ICLR).
Reposted by Tobias Niehues
Hello Bluesky,
with my first post, I would like to announce that my first first-author paper is out now!
Have you ever wondered whether people account for Newtonian physics when interacting with objects?
Together with @dominikstrb.bsky.social and @c-rothkopf.bsky.social we show that they do!
with my first post, I would like to announce that my first first-author paper is out now!
Have you ever wondered whether people account for Newtonian physics when interacting with objects?
Together with @dominikstrb.bsky.social and @c-rothkopf.bsky.social we show that they do!
January 16, 2025 at 10:46 AM
Hello Bluesky,
with my first post, I would like to announce that my first first-author paper is out now!
Have you ever wondered whether people account for Newtonian physics when interacting with objects?
Together with @dominikstrb.bsky.social and @c-rothkopf.bsky.social we show that they do!
with my first post, I would like to announce that my first first-author paper is out now!
Have you ever wondered whether people account for Newtonian physics when interacting with objects?
Together with @dominikstrb.bsky.social and @c-rothkopf.bsky.social we show that they do!