RLAfford: End-to-End Affordance Learning for Robotic Manipulation, ICRA 2023
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Updated
Apr 14, 2024 - Python
RLAfford: End-to-End Affordance Learning for Robotic Manipulation, ICRA 2023
Series of work (ECCV2020, CVPR2021, CVPR2021, ECCV2022) about Compositional Learning for Human-Object Interaction Exploration
[IROS 2023] Open-Vocabulary Affordance Detection in 3d Point Clouds
One-Shot Open Affordance Learning with Foundation Models (CVPR 2024)
LOCATE: Localize and Transfer Object Parts for Weakly Supervised Affordance Grounding (CVPR 2023)
[ICLR 2020] Learning to Move with Affordance Maps 🗺️🤖💨
Given one example of an annotated part, this model finds its semantic correspondences in a target image. Thus you get - one-shot semantic part correspondence!
Learning Precise Affordances from Egocentric Videos for Robotic Manipulation (ICCV 2025)
Multiple affordance detection using the interaction tensor and deep scene saliency
Graduate and personal robotics projects
An innovative affordance learning sandbox utilizing GPU-based physics simulation and reinforcement learning.
MSc Course Projects
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