2 papers
cs.LG2026
EgoBabyVLM: Benchmarking Cross-Modal Learning from Naturalistic Egocentric Video Data
Dongyan Lin, Phillip Rust, Angel Villar Corrales +19
Children acquire language grounding with remarkable robustness from limited visuo-linguistic input in ways that surpass today's best large multimodal models. Recent research sugges…
cs.AI2026
Why AI systems don't learn and what to do about it: Lessons on autonomous learning from cognitive science
Emmanuel Dupoux, Yann LeCun, Jitendra Malik
We critically examine the limitations of current AI models in achieving autonomous learning and propose a learning architecture inspired by human and animal cognition. The proposed…