CARA: Collision-Aware Resolution Adaptation for Multiresolution Hash Encoding Based Image Fitting

arXiv:2609.18554 · cs.CV, cs.GR · Submitted 2026-09-16 · Read on arXiv

cs.CV, cs.GR

Submitted: 2026-09-16

Updated: 2026-09-16

Terminology

• Fidelity — 31× in this paper · explained in 2 episodes
• alpha — 21× in this paper · explained in 1 episode
• Adaptation — 10× in this paper · explained in 1 episode
• Ablation — 8× in this paper · explained in 1 episode
• Parameter Efficiency — 5× in this paper · explained in 3 episodes
• Activation Function — 4× in this paper · explained in 1 episode
• Reconstruction Error — 4× in this paper · explained in 2 episodes
• Ablation study — 3× in this paper · explained in 1 episode
• Adam — 3× in this paper · explained in 2 episodes
• Benchmark — 3× in this paper · explained in 2 episodes
• Gaussian Splatting — 3× in this paper · explained in 4 episodes
• ACM Transactions on Graphics — 2× in this paper
• Embeddings — 2× in this paper · explained in 2 episodes
• 3D Gaussian Splatting — 1× in this paper · explained in 2 episodes
• Core — 1× in this paper · explained in 2 episodes
• Decode — 1× in this paper · explained in 2 episodes
• Distillation — 1× in this paper · explained in 2 episodes
• Domain Adaptation — 1× in this paper · explained in 5 episodes
• Downstream Tasks — 1× in this paper · explained in 2 episodes
• Gaussian Splatting (GS) — 1× in this paper · explained in 3 episodes
• Knowledge Distillation — 1× in this paper · explained in 11 episodes
• Unified Framework — 1× in this paper · explained in 5 episodes
• Verification — 1× in this paper · explained in 2 episodes

Sources

• Factor Fields: A Unified Framework for Neural Fields and Beyond
• Adam: A Method for Stochastic Optimization
• PINs: Progressive Implicit Networks for Multi-Scale Neural Representations
• ACORN: Adaptive Coordinate Networks for Neural Scene Representation
• OctField: Hierarchical Implicit Functions for 3D Modeling
• Spline Positional Encoding for Learning 3D Implicit Signed Distance Fields

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