3 papers
cs.RO2026
Steer2Grasp: Inference-Time Embodiment-Aware Steering for Diverse Physically Feasible Grasp Diffusion
Vignesh Vembar, Ayush Kaura, A Padmaprabhan +5
Current grasp diffusion models provide rich priors for generation, yet their object-centric approach can violate the kinematic and collision constraints imposed by the embodiment a…
cs.RO2026
PartialBiGrasp: Inferring Hidden Local Geometry for Bimanual Grasping from Partial Views
Ayush Kaura, Vignesh Vembar, Md Faizal Karim +2
Dual-arm robotic grasping is essential for manipulating large, heavy, and geometrically complex objects that cannot be reliably handled using a single manipulator. These large obje…
cs.RO2025
DAGDiff: Guiding Dual-Arm Grasp Diffusion to Stable and Collision-Free Grasps
Md Faizal Karim, Vignesh Vembar, Keshab Patra +2
Reliable dual-arm grasping is essential for manipulating large and complex objects but remains a challenging problem due to stability, collision, and generalization requirements. P…