3 papers
cs.CV2026
Counting Through Occlusion: Framework for Open World Amodal Counting
Safaeid Hossain Arib, Rabeya Akter, Abdul Monaf Chowdhury +2
Object counting has achieved remarkable success on visible instances, yet state-of-the-art (SOTA) methods fail under occlusion. This failure stems from a fundamental architectural…
cs.RO2026
LaGEA: Language Guided Embodied Agents for Robotic Manipulation
Abdul Monaf Chowdhury, Akm Moshiur Rahman Mazumder, Rabeya Akter +1
Robotic manipulation benefits from foundation models that describe goals, but today's agents still lack a principled way to learn from their own mistakes. We ask whether natural la…
cs.LG2025
T3Time: Tri-Modal Time Series Forecasting via Adaptive Multi-Head Alignment and Residual Fusion
Abdul Monaf Chowdhury, Rabeya Akter, Safaeid Hossain Arib
Multivariate time series forecasting (MTSF) seeks to model temporal dynamics among variables to predict future trends. Transformer-based models and large language models (LLMs) hav…