CoDimRecon: deformable scenes, agents and simulation limits
CoDimRecon reconstructs deformable 3D scenes for simulation. See why fitted physics is not measured material data.
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AI news · page 5.
Earlier reporting, original sources and practical next steps.
DistScene: object-to-scene generation and release status
DistScene generates objects and assembles scenes. Check current code and checkpoint availability before planning a run.
InSpatio World 1.5: camera paths, inputs and local setup
InSpatio World 1.5 creates camera-controlled views from images or video. See inputs, depth preparation and license limits.
SoL-Refiner: speedup & output fidelity checks
SoL-Refiner uses one denoising step for video refinement. Review the GB200 comparison and output-fidelity checks.
PixelUMM: raw pixels, unified tasks and patch artifacts
PixelUMM combines image and video understanding with generation. Review its encoder-free design and patch artifacts.
DMAD: fast visual distillation and mixed code licenses
DMAD studies adversarial distribution matching for few-step generation. Review examples, inference artifacts and image-training license limits.
PDMD: four-step video and the 24GB GPU setup caveat
PDMD releases few-step video adapters. Review the documented 24GB GPU and 128GB RAM setup and generation trade-offs.
PAMI: human–object motion and the contact problem
PAMI couples human motion with object paths through body-part anchors. See its contact evaluation and interaction checks.
Point2Part: point-prompted 3D parts and release status
Point2Part uses point prompts to divide shapes into parts. Check the method and code or checkpoint release status.
TactileStep: foot-pressure sensing and humanoid landings
TactileStep uses sole pressure for humanoid locomotion. Review reported G1 trials, force comparisons and safety limits.
Humanoid badminton: learned racket skills and demo limits
Researchers demonstrate humanoid badminton returns. See what rallies show and which robustness questions remain.