Marco Fumero
10 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (23) π Conference Polyglot (4) π§ Keyword Pioneer π Cross-Pollinator (13)
π₯
Unstoppable
(5)
π
Century Club
(10)
Conferences
NIPS (5)
ICLR (3)
CVPR (1)
ICML (1)
Top co-authors
Keywords
representation learning
(4)
zero-shot learning
(2)
manifold learning
(2)
disentangled representation
(2)
feature learning
(1)
transfer learning
(1)
domain adaptation
(1)
embedding learning
(1)
multimodal learning
(1)
model merging
(1)
semantic alignment
(1)
distribution shift
(1)
permutation optimization
(1)
latent representation
(1)
latent space
(1)
weight space
(1)
cycle consistency
(1)
zero-shot transfer
(1)
representation alignment
(1)
clip model
(1)
Papers
Unifying Causal Representation Learning with the Invariance Principle
ICLR 2025
From Bricks to Bridges: Product of Invariances to Enhance Latent Space Communication
ICLR 2024
$C^2M^3$: Cycle-Consistent Multi-Model Merging
NIPS 2024
Latent Functional Maps: a spectral framework for representation alignment
NIPS 2024
Leveraging sparse and shared feature activations for disentangled representation learning
NIPS 2023
ASIF: Coupled Data Turns Unimodal Models to Multimodal without Training
NIPS 2023
Latent Space Translation via Semantic Alignment
NIPS 2023
Relative representations enable zero-shot latent space communication
ICLR 2023
CLIP-Forge: Towards Zero-Shot Text-To-Shape Generation
CVPR 2022
Learning disentangled representations via product manifold projection
ICML 2021