Kangle Deng

9 posts

Kangle Deng

Kangle Deng

@kangle_deng

PhD student @CarnegieMellon

Katılım Aralık 2021
64 Takip Edilen161 Takipçiler
Kangle Deng retweetledi
Jun-Yan Zhu
Jun-Yan Zhu@junyanz89·
We've released the code for LegoGPT. This autoregressive model generates physically stable and buildable designs from text prompts, by integrating physics laws and assembly constraints into LLM training and inference. This work is led by PhD students @AvaLovelace0, @kangle_deng, @RuixuanLiu_, and in collaboration with CMU faculty Changliu Liu and Deva Ramanan. LegoGPT is a small first step towards the ultimate goal of generative manufacturing of physical objects. Our implementation is limited to 20x20x20 dimensions, 21 object categories, and simple brick types, but we are working on scaling it up! Code: github.com/AvaLovelace1/L… Website: avalovelace1.github.io/LegoGPT/ Demo: huggingface.co/spaces/cmu-gil…
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Tinghui Zhou
Tinghui Zhou@TinghuiZhou·
We shared some early work towards a multi-modal and multi-task 3D foundation model at Roblox. First release is a discrete shape tokenizer compatible with autoregressive modeling for text-to-shape. More to come soon Github: github.com/Roblox/cube Arxiv: arxiv.org/abs/2503.15475
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AK
AK@_akhaliq·
Roblox just released Cube on Hugging Face A Roblox View of 3D Intelligence
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Ruihan Gao
Ruihan Gao@RuihanGao2·
3D content creation with touch! We exploit tactile sensing to enhance geometric details for text- and image-to-3D generation. Check out our #NeurIPS2024 work on Tactile DreamFusion: Exploiting Tactile Sensing for 3D Generation: ruihangao.github.io/TactileDreamFu… 1/3
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Kangle Deng
Kangle Deng@kangle_deng·
[1/2] 📢 I'll present "FlashTex: Fast Relightable Mesh Texturing with LightControlNet" at #ECCV2024’s Oral Session tomorrow! 🎉 Join me to explore how our generated textures can be properly relit in various lighting environments. ⚡ 📅 Oral: Tue, Oct 1st, 2 PM 📍 Poster: #159
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