Latest Research in Generative Adversarial Networks and Image Synthesis

28 research papers · 2026 median publication year

Top Research Topics in Generative Adversarial Networks and Image Synthesis

Highest-Cited Papers

  1. OmniCalib: Target-Free, Task-Structured Self-Calibration for Humanoid Robots
  2. IRIS: Implicit Rendering Matters for Pose-Free Novel View Synthesis
  3. PriorPose: Reference-Guided Joint Deformation and Alignment for Category-Level Object Pose Estimation
  4. KaiNinja: Extending Native 3D Generators to the Part Level
  5. DecoGS: Adaptive Static-Dynamic Decoupling of 3D Gaussians for Free-Viewpoint Video Streaming
  6. PhysStream: Streaming Physics-Grounded Video Generation with Structured Scene Memory and Fine-Grained Motion Control
  7. SAM3D-Part: Interactive Part Selection and Generation from 3D Objects
  8. Racing in Volume with Flow Ensembles
  9. AlayaVista: Streaming World Modeling from Panoramic States to Perspective Video
  10. Dream4D: Lifting Camera-Controlled I2V towards Spatiotemporally Consistent 4D Generation
  11. Streaming4D: Accelerate 4D World Models via Block-wise Video Generation and Incremental Reconstruction
  12. EdMCGS: Event-Driven Markov Chain Gaussian Splatting for Extreme-Low-Frame-Rate Dynamic Scene Reconstruction
  13. WorldSculpt: Generating Compositional Worlds from Grounded Videos
  14. Generalizable 6D Pose Estimation of Textureless Objects with Planar-based Gaussian Splatting
  15. Joint-Conditioned Stereo Surface Reasoning for Interaction Field Estimation
  16. HGGT: Robust and Flexible 3D Hand Mesh Reconstruction from Uncalibrated Images
  17. Depth-to-Image Synthesis-Driven Generative Unguided Depth Completion
  18. PASTEL: Panoramic Alignment for Monocular 4D Scene Reconstruction
  19. AnchorWeave: World-Consistent Video Generation with Retrieved Local Spatial Memories
  20. RoGe: Novel View Synthesis via End-to-End Implicit Reconstruction and Generation
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L3 Region - - 2026 Sep Q3

Generative Adversarial Networks and Image Synthesis

28 papers

Top Topics (4)

Computer Vision and Pattern Recognition24
Robotics2
Graphics1
Generative Adversarial Networks and Image Synthesis1

Top Publications (20)

1.OmniCalib: Target-Free, Task-Structured Self-Calibration for Humanoid Robots2.IRIS: Implicit Rendering Matters for Pose-Free Novel View Synthesis3.PriorPose: Reference-Guided Joint Deformation and Alignment for Category-Level Object Pose Estimation4.KaiNinja: Extending Native 3D Generators to the Part Level5.DecoGS: Adaptive Static-Dynamic Decoupling of 3D Gaussians for Free-Viewpoint Video Streaming6.PhysStream: Streaming Physics-Grounded Video Generation with Structured Scene Memory and Fine-Grained Motion Control7.SAM3D-Part: Interactive Part Selection and Generation from 3D Objects8.Racing in Volume with Flow Ensembles9.AlayaVista: Streaming World Modeling from Panoramic States to Perspective Video10.Dream4D: Lifting Camera-Controlled I2V towards Spatiotemporally Consistent 4D Generation11.Streaming4D: Accelerate 4D World Models via Block-wise Video Generation and Incremental Reconstruction12.EdMCGS: Event-Driven Markov Chain Gaussian Splatting for Extreme-Low-Frame-Rate Dynamic Scene Reconstruction13.WorldSculpt: Generating Compositional Worlds from Grounded Videos14.Generalizable 6D Pose Estimation of Textureless Objects with Planar-based Gaussian Splatting15.Joint-Conditioned Stereo Surface Reasoning for Interaction Field Estimation16.HGGT: Robust and Flexible 3D Hand Mesh Reconstruction from Uncalibrated Images17.Depth-to-Image Synthesis-Driven Generative Unguided Depth Completion18.PASTEL: Panoramic Alignment for Monocular 4D Scene Reconstruction19.AnchorWeave: World-Consistent Video Generation with Retrieved Local Spatial Memories20.RoGe: Novel View Synthesis via End-to-End Implicit Reconstruction and Generation
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