Anonymous ICLR 2026 Submission

EA3D

Event-Augmented 3D Diffusion for Generalizable Novel View Synthesis

Novel View Synthesis Results

Each block displays the inputs and outputs in a consistent layout: the top-left corner shows the input unaligned event stream, the bottom shows the input sparse RGB frames, and the top-right corner presents the novel view generated by EA3D. Videos are compressed due to the size constraints of the supplementary material.

Event stream EA3D novel view
Sparse frame for TNT scene 1 Sparse RGB input
Event stream EA3D novel view
Sparse frame for TNT scene 2 Sparse RGB input
Event stream EA3D novel view
Sparse frame for scene 4 Sparse RGB input
Event stream EA3D novel view
Sparse frame for scene 9 Sparse RGB input
Event stream EA3D novel view
Sparse frame for scene 6 Sparse RGB input
Event stream EA3D novel view
Sparse frame for scene 8 Sparse RGB input
Event stream EA3D novel view
Sparse frame for scene 7 Sparse RGB input
Event stream EA3D novel view
Sparse frame for scene 10 Sparse RGB input
Event stream EA3D novel view
Sparse frame for scene 11 Sparse RGB input
Event stream EA3D novel view
Sparse frame for scene 12 Sparse RGB input
Event stream EA3D novel view
Sparse frame for scene 13 Sparse RGB input
Event stream EA3D novel view
Sparse frame for scene 23 Sparse RGB input
Event stream EA3D novel view
Sparse frame for scene 24 Sparse RGB input
Event stream EA3D novel view
Sparse frame for scene 14 Sparse RGB input
Event stream EA3D novel view
Sparse frame for scene 21 Sparse RGB input
Event stream EA3D novel view
Sparse frame for scene 16 Sparse RGB input
Event stream EA3D novel view
Sparse frame from the DSEC dataset Sparse RGB input