Efstratios Gavves
@egavves.bsky.social
Associate Professor & Co-Founder - Dynamical Deep Learning
Great honor to be giving a keynote in the next DAGM!
Stay tuned for my next grand vision on 'Cyberphysical AI' towards Robot General Intelligence.
Robot learning algorithms that are literally aware of and can interact with the physical world, its physics, and dynamics, critical for System II AI.
Stay tuned for my next grand vision on 'Cyberphysical AI' towards Robot General Intelligence.
Robot learning algorithms that are literally aware of and can interact with the physical world, its physics, and dynamics, critical for System II AI.
Announcing our amazing Keynote Speakers for #GCPR2025:
Venkatesh Babu Radhakrishnan, IISc
Dima Damen, University of Bristol @dimadamen.bsky.social
Efstratios Gavves, University of Amsterdam @egavves.bsky.social
Stefanie Jegelka, MIT EECS and TU Munich @tum.de
Alex Kolesnikov, OpenAI @kolesnikov.ch
Venkatesh Babu Radhakrishnan, IISc
Dima Damen, University of Bristol @dimadamen.bsky.social
Efstratios Gavves, University of Amsterdam @egavves.bsky.social
Stefanie Jegelka, MIT EECS and TU Munich @tum.de
Alex Kolesnikov, OpenAI @kolesnikov.ch
May 30, 2025 at 10:25 AM
Great honor to be giving a keynote in the next DAGM!
Stay tuned for my next grand vision on 'Cyberphysical AI' towards Robot General Intelligence.
Robot learning algorithms that are literally aware of and can interact with the physical world, its physics, and dynamics, critical for System II AI.
Stay tuned for my next grand vision on 'Cyberphysical AI' towards Robot General Intelligence.
Robot learning algorithms that are literally aware of and can interact with the physical world, its physics, and dynamics, critical for System II AI.
🔥 4/4 #ICLR2025 Language Agents Meet Causality – Bridging LLMs and Causal World Models, integrating causal representation learning with LLMs to enable causally-aware reasoning and planning
openreview.net/forum?id=y9A...
with John Gkountouras @phillip-lippe.bsky.social Matthias Lindemann Ivan Titov
openreview.net/forum?id=y9A...
with John Gkountouras @phillip-lippe.bsky.social Matthias Lindemann Ivan Titov
Language Agents Meet Causality -- Bridging LLMs and Causal World...
Large Language Models (LLMs) have recently shown great promise in planning and reasoning applications. These tasks demand robust systems, which arguably require a causal understanding of the...
openreview.net
January 23, 2025 at 2:01 PM
🔥 4/4 #ICLR2025 Language Agents Meet Causality – Bridging LLMs and Causal World Models, integrating causal representation learning with LLMs to enable causally-aware reasoning and planning
openreview.net/forum?id=y9A...
with John Gkountouras @phillip-lippe.bsky.social Matthias Lindemann Ivan Titov
openreview.net/forum?id=y9A...
with John Gkountouras @phillip-lippe.bsky.social Matthias Lindemann Ivan Titov
🔥 3/4 #ICLR2025 Grounding Continuous Representations in Geometry: Equivariant Neural Fields (ENF), for geometry-informed continuous signal representations openreview.net/forum?id=A4e...
[email protected], @davidmknigge.bsky.social @erikjbekkers.bsky.social S. Papa, R. Valperga, S. Vadgama
[email protected], @davidmknigge.bsky.social @erikjbekkers.bsky.social S. Papa, R. Valperga, S. Vadgama
Grounding Continuous Representations in Geometry: Equivariant...
Conditional Neural Fields (CNFs) are increasingly being leveraged as continuous signal representations, by associating each data-sample with a latent variable that conditions a shared backbone...
openreview.net
January 23, 2025 at 2:00 PM
🔥 3/4 #ICLR2025 Grounding Continuous Representations in Geometry: Equivariant Neural Fields (ENF), for geometry-informed continuous signal representations openreview.net/forum?id=A4e...
[email protected], @davidmknigge.bsky.social @erikjbekkers.bsky.social S. Papa, R. Valperga, S. Vadgama
[email protected], @davidmknigge.bsky.social @erikjbekkers.bsky.social S. Papa, R. Valperga, S. Vadgama
🔥 2/4 #ICLR2025 CaPo: Cooperative Plan Optimization for Efficient Embodied Multi-Agent Cooperation, a framework enhancing cooperation efficiency among LLM-based embodied agents through strategic planning
openreview.net/forum?id=KRv...
wtih Jie Liu, Yingjun Du, @cgmsnoek.bsky.social et al
openreview.net/forum?id=KRv...
wtih Jie Liu, Yingjun Du, @cgmsnoek.bsky.social et al
CaPo: Cooperative Plan Optimization for Efficient Embodied...
In this work, we address the cooperation problem among large language model (LLM) based embodied agents, where agents must cooperate to achieve a common goal. Previous methods often execute actions...
openreview.net
January 23, 2025 at 1:57 PM
🔥 2/4 #ICLR2025 CaPo: Cooperative Plan Optimization for Efficient Embodied Multi-Agent Cooperation, a framework enhancing cooperation efficiency among LLM-based embodied agents through strategic planning
openreview.net/forum?id=KRv...
wtih Jie Liu, Yingjun Du, @cgmsnoek.bsky.social et al
openreview.net/forum?id=KRv...
wtih Jie Liu, Yingjun Du, @cgmsnoek.bsky.social et al
🔥1/4 #ICLR2025 Dream to Manipulate: Compositional World Models Empowering Robot Imitation Learning with Imagination, integrating real-time photorealism &physics simulation for enhanced robot learning openreview.net/forum?id=3RS... +L. Barcelona, @zadaianchuk.bsky.social,@samuelepapa.bsky.socialetal
Dream to Manipulate: Compositional World Models Empowering Robot...
A world model provides an agent with a representation of its environment, enabling it to predict the causal consequences of its actions. Current world models typically cannot directly and...
openreview.net
January 23, 2025 at 1:57 PM
🔥1/4 #ICLR2025 Dream to Manipulate: Compositional World Models Empowering Robot Imitation Learning with Imagination, integrating real-time photorealism &physics simulation for enhanced robot learning openreview.net/forum?id=3RS... +L. Barcelona, @zadaianchuk.bsky.social,@samuelepapa.bsky.socialetal
🎉 I am thrilled to share that our team has achieved a tremendous milestone with FOUR papers accepted to #ICLR2025! Huge congratulations to all the amazing students and collaborators. Details per papers in separate messages. Looking forward to an exciting conference in Singapore! 🛫🇸🇬 #AI #ML
January 23, 2025 at 1:55 PM
I ve been thinking questions on
- world models
- physics & causality
- System I & System II reasoning
1. Why NNs can't model physics and causal mechanisms easily?
2. Why world models can't model physics and causality easily?
3. Why System II is not working yet?
I got some ideas, but your thoughts?
- world models
- physics & causality
- System I & System II reasoning
1. Why NNs can't model physics and causal mechanisms easily?
2. Why world models can't model physics and causality easily?
3. Why System II is not working yet?
I got some ideas, but your thoughts?
December 7, 2024 at 9:52 PM
I ve been thinking questions on
- world models
- physics & causality
- System I & System II reasoning
1. Why NNs can't model physics and causal mechanisms easily?
2. Why world models can't model physics and causality easily?
3. Why System II is not working yet?
I got some ideas, but your thoughts?
- world models
- physics & causality
- System I & System II reasoning
1. Why NNs can't model physics and causal mechanisms easily?
2. Why world models can't model physics and causality easily?
3. Why System II is not working yet?
I got some ideas, but your thoughts?
Reposted by Efstratios Gavves
Job alert! 🚨 (a bit special but anyway)
If you are (or know someone who is) a Phd about to graduate or just graduated, and have to skip some in between time, I currently have a PostDoc position that could run for 6 months.
Needed: Experience with publishing at Top A conferences.
Just ping me. 👍
If you are (or know someone who is) a Phd about to graduate or just graduated, and have to skip some in between time, I currently have a PostDoc position that could run for 6 months.
Needed: Experience with publishing at Top A conferences.
Just ping me. 👍
December 7, 2024 at 1:08 PM
Job alert! 🚨 (a bit special but anyway)
If you are (or know someone who is) a Phd about to graduate or just graduated, and have to skip some in between time, I currently have a PostDoc position that could run for 6 months.
Needed: Experience with publishing at Top A conferences.
Just ping me. 👍
If you are (or know someone who is) a Phd about to graduate or just graduated, and have to skip some in between time, I currently have a PostDoc position that could run for 6 months.
Needed: Experience with publishing at Top A conferences.
Just ping me. 👍
Reposted by Efstratios Gavves
go.bsky.app/5KXsVXb
Created Starter Pack for VISLab, if you see more people whom I should add suggest here
Created Starter Pack for VISLab, if you see more people whom I should add suggest here
December 7, 2024 at 9:54 AM
go.bsky.app/5KXsVXb
Created Starter Pack for VISLab, if you see more people whom I should add suggest here
Created Starter Pack for VISLab, if you see more people whom I should add suggest here
So, how do I use this thing :P
Do I lose all my followers on Twitter?
And also, I am just curious, how often do you use Twitter/Bsky? It seems to me that everyone uses it but my whole day is so full that I barely have time to browse every now and then.
Do I lose all my followers on Twitter?
And also, I am just curious, how often do you use Twitter/Bsky? It seems to me that everyone uses it but my whole day is so full that I barely have time to browse every now and then.
December 7, 2024 at 4:09 AM
So, how do I use this thing :P
Do I lose all my followers on Twitter?
And also, I am just curious, how often do you use Twitter/Bsky? It seems to me that everyone uses it but my whole day is so full that I barely have time to browse every now and then.
Do I lose all my followers on Twitter?
And also, I am just curious, how often do you use Twitter/Bsky? It seems to me that everyone uses it but my whole day is so full that I barely have time to browse every now and then.