Paper-Conference

Pointer-CAD v2: Plan-Then-Construct CAD Generation with Dimension-Aware Parametric Precision featured image

Pointer-CAD v2: Plan-Then-Construct CAD Generation with Dimension-Aware Parametric Precision

In this work, we present Pointer-CAD v2. Compared with v1, this version directly predicts continuous values, bypassing the need for quantized numerical parameters and thereby …

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Dacheng Qi
Pointer-CAD: Unifying B-Rep and Command Sequences via Pointer-based Edge & Face Selection featured image

Pointer-CAD: Unifying B-Rep and Command Sequences via Pointer-based Edge & Face Selection

We present Pointer-CAD, a novel LLM-based CAD generation framework that leverages a pointer-based command sequence representation to explicitly incorporate the geometric …

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Dacheng Qi
Oral Presentation Guiding Yourself with Your Own Insights: Student-Driven Knowledge Distillation featured image

Guiding Yourself with Your Own Insights: Student-Driven Knowledge Distillation

We introduce a novel approach termed Student-Driven Knowledge Distillation (SDKD), which integrates a proxy teacher intermediary between the primary teacher and student model.

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Dacheng Qi
Efficient Implicit SDF and Color Reconstruction via Shared Feature Field featured image

Efficient Implicit SDF and Color Reconstruction via Shared Feature Field

In this study, we introduce a simple yet effective encoder-decoder framework that encodes positional and viewpoint coordinates into a shared feature field (SFF).

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