3 citations · 3 across the 4 of their papers we have counts for
4 papers
Can you SPLICE it together? A Human Curated Benchmark for Probing Visual Reasoning in VLMs
Mohamad Ballout, Okajevo Wilfred, Seyedalireza Yaghoubi +3
In this work, we introduce SPLICE, a human-curated benchmark derived from the COIN instructional video dataset, designed to probe event-based reasoning across multiple dimensions:…
iVISPAR -- An Interactive Visual-Spatial Reasoning Benchmark for VLMs
Julius Mayer, Mohamad Ballout, Serwan Jassim +2
Vision-Language Models (VLMs) are known to struggle with spatial reasoning and visual alignment. To help overcome these limitations, we introduce iVISPAR, an interactive multimodal…
A Review of Nine Physics Engines for Reinforcement Learning Research
Michael Kaup, Cornelius Wolff, Hyerim Hwang +2
We present a review of popular simulation engines and frameworks used in reinforcement learning (RL) research, aiming to guide researchers in selecting tools for creating simulated…
Bidirectional Emergent Language in Situated Environments
Cornelius Wolff, Julius Mayer, Elia Bruni +1
Emergent language research has made significant progress in recent years, but still largely fails to explore how communication emerges in more complex and situated multi-agent syst…