From 01028947efd899210aecf43f166c28f78f6c478c Mon Sep 17 00:00:00 2001 From: Sarthak Gupta <81774392+mr-sarthakgupta@users.noreply.github.com> Date: Mon, 16 Dec 2024 18:32:41 +0530 Subject: [PATCH] Add summary for INSTRUCTSCENE (#128) * Update README.md * Update README.md * Update README.md * Add instructscene image * Add files via upload * Add files via upload * Update README.md * Create instructscene.md * Update README.md * Update instructscene.md * Update instructscene.md --- README.md | 3 +- images/instructscene.png | Bin 0 -> 173347 bytes images/instructscene_results_1.png | Bin 0 -> 98070 bytes images/instructscene_results_2.png | Bin 0 -> 70800 bytes summaries/instructscene.md | 51 +++++++++++++++++++++++++++++ 5 files changed, 53 insertions(+), 1 deletion(-) create mode 100644 images/instructscene.png create mode 100644 images/instructscene_results_1.png create mode 100644 images/instructscene_results_2.png create mode 100644 summaries/instructscene.md diff --git a/README.md b/README.md index a4d4199..319671d 100644 --- a/README.md +++ b/README.md @@ -36,8 +36,9 @@ This repo houses summaries for various excitng works in the field of **Deep Lear - #### WARM: On the Benefits of Weight Averaged Rewarded Model [[Paper](https://arxiv.org/abs/2401.12187)][[Review](./summaries/WARM.md)] - Alexandre Ramé, Nino Vieillard, Léonard Hussenot, Robert Dadashi, Geoffrey Cideron, Olivier Bachem, Johan Ferret, **ICML May 2024** - #### Matryoshka Diffusion Models [[Paper](https://arxiv.org/pdf/2310.15111)][[Review](./summaries/Matryoshka_Diffusion.md)] - - Jiatao Gu, Shuangfei Zhai, Yizhe Zhang, Josh Susskind & Navdeep Jaitly, **ICLR 2024** +- #### INSTRUCTSCENE: INSTRUCTION-DRIVEN 3D INDOOR SCENE SYNTHESIS WITH SEMANTIC GRAPH PRIOR [[Paper](https://arxiv.org/pdf/2402.04717)][[Review](./summaries/instructscene.md)] + - Chenguo Lin & Yadong Mu, **ICLR 2024** ### 2023 diff --git a/images/instructscene.png b/images/instructscene.png new file mode 100644 index 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Overview of Methodolyogy

+ +The main components of the process proposed in this paper could be broken down into the following pointers: + +- Feature Quantization: Employs a vector-quantized variational autoencoder to compress high-dimensional semantic features of objects into a compact codebook, capturing intrinsic characteristics like color, material, and geometric shape while reducing computational complexity. +- Semantic Graph Prior: Develops a discrete diffusion model that independently diffuses object categories, semantic features, and spatial relationships, creating a probabilistic semantic graph that captures the essence of the user's instructions while maintaining flexibility in scene representation. +- Layout Decoder: Utilizes another diffusion model to convert the abstract semantic graph into precise 3D scene layouts, generating specific object attributes like location, size, and orientation while ensuring semantic consistency with the original graph. +- Transformer Architecture: Implements graph Transformers with advanced attention mechanisms, including cross-attention to incorporate text instructions, graph attention for relational reasoning, and feature-wise linear modulation to enhance the model's ability to capture complex scene semantics. +- Zero-Shot Generalization: Designs the semantic graph prior to be versatile across various downstream tasks, enabling the model to generate scenes with high controllability and fidelity even for instruction scenarios not directly seen during training. + +## Results + +The experimental results demonstrated that INSTRUCTSCENE significantly outperforms existing state-of-the-art methods in 3D indoor scene synthesis. By comparing against baselines like ATISS and DiffuScene, the proposed method showed marked improvements in generation controllability and fidelity. The authors conducted comprehensive quantitative evaluations that revealed their approach's ability to more accurately translate natural language instructions into semantically coherent 3D scenes. The ablation studies further confirmed the efficacy of each key design component, highlighting the method's robust performance. Additionally, the curated scene-instruction paired dataset not only supported their experimental validation but also provided a valuable resource for future research in instruction-driven scene generation. The zero-shot generalization capability of their semantic graph prior was particularly noteworthy, demonstrating the method's potential for versatile and adaptive scene synthesis across different scenarios. + +

+ +
Results Table 1

+ +

+ +
Results Table 2

+ + +## Two Cents + +INSTRUCTSCENE offers an innovative approach to 3D scene synthesis by using a clever two-stage semantic graph and layout decoder method. While the approach elegantly solves key challenges in translating language instructions to scenes, it could benefit from handling more complex spatial instructions and improving computational efficiency. The paper demonstrates significant potential in bridging natural language understanding with 3D scene generation, but future work should focus on expanding the model's adaptability and robustness across diverse design contexts. + +## Resources + +- https://chenguolin.github.io/projects/InstructScene/ +- https://github.com/chenguolin/InstructScene +- https://huggingface.co/datasets/chenguolin/InstructScene_dataset