2 citations · 3 across the 15 of their papers we have counts for
Showing 2026Show all
2 papers · 1 filter
cs.CV2026
Your Self-Supervised Projection Head Captures Object Co-Occurrence Statistics
Arthur Aubret, Jochen Triesch, Céline Teulière
Self-Supervised Learning (SSL) has achieved impressive success in learning semantic visual representations, yet the underlying principles driving this success remain underexplored.…
cs.CV2026
Temporal Slowness in Central Vision Drives Semantic Object Learning
Timothy Schaumlöffel, Arthur Aubret, Gemma Roig +1
Humans acquire semantic object representations from egocentric visual streams with minimal supervision, but the underlying mechanisms remain unclear. Importantly, the visual system…