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
[IROS 2023] Open-Vocabulary Affordance Detection in 3d Point Clouds
Official Repository for ICCV 2025 paper DAViD: Modeling Dynamic Affordance of 3D Objects using Pre-trained Video Diffusion Models
Official Repository for ECCV 2024 paper Beyond the Contact: Discovering Comprehensive Affordance for 3D Objects from Pre-trained 2D Diffusion Models
Series of work (ECCV2020, CVPR2021, CVPR2021, ECCV2022) about Compositional Learning for Human-Object Interaction Exploration
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)
Afford-VLA: Action-Aligned Visual Planning via Internalized Affordance
Multiple affordance detection using the interaction tensor and deep scene saliency
An innovative affordance learning sandbox utilizing GPU-based physics simulation and reinforcement learning.
MSc Course Projects
Graduate and personal robotics projects
Ego-video-guided robotic grasping with human priors and object analysis.
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