3 papers
cs.CV2025
Spot The Ball: A Benchmark for Visual Social Inference
Neha Balamurugan, Sarah Wu, Adam Chun +3
Humans excel at visual social inference, the ability to infer hidden elements of a scene from subtle behavioral cues such as other people's gaze, pose, and orientation. This abilit…
cs.LG2025
Causal-PIK: Causality-based Physical Reasoning with a Physics-Informed Kernel
Carlota Parés-Morlans, Michelle Yi, Claire Chen +4
Tasks that involve complex interactions between objects with unknown dynamics make planning before execution difficult. These tasks require agents to iteratively improve their acti…
cs.LG2024
MARPLE: A Benchmark for Long-Horizon Inference
Emily Jin, Zhuoyi Huang, Jan-Philipp Fränken +7
Reconstructing past events requires reasoning across long time horizons. To figure out what happened, we need to use our prior knowledge about the world and human behavior and draw…