Junyi Chen Profile
Junyi Chen

@SOTAMak1r

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2nd-year PhD @ SJTU CS | Research intern @ Shanghai AI Lab

Joined June 2022
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@SOTAMak1r
Junyi Chen
2 months
project page: arxiv: code:
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@SOTAMak1r
Junyi Chen
2 months
💥 Probabilistic physics engine: Captures distributions of complex dynamics (collisions, lighting effects, hair simulation, etc.), fundamentally differentiating it from reconstruction-rerendering paradigms.
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@SOTAMak1r
Junyi Chen
2 months
🏔️ 4D representation: Models 4D distributions to approximate real-world states, achieving superior temporal consistency compared to 2D image-based approaches. Explicit global geometry modeling enables natural integration of spatial memory for long-term coherence.
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@SOTAMak1r
Junyi Chen
2 months
📃 Text-guided control: Uses text as a universal control modality during training, mapping actions to text for robust, high-frequency, and consistent control during inference.
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@SOTAMak1r
Junyi Chen
2 months
It demonstrates exceptional capabilities in modeling dynamics, geometry, and physical laws, establishing itself as a 4D world model through three key features:.
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@SOTAMak1r
Junyi Chen
2 months
Can you imagine playing various games through an AI model? Like BlackMyth: Wukong.🤩.Sharing our latest work: DeepVerse, an autoregressive paradigm-based world model🌏DeepVerse can fantasize the entire world behind images and enable free exploration through interaction🎮.
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@SOTAMak1r
Junyi Chen
4 months
RT @HaoyiZhu: 🚀 Introducing Aether: Geometric-Aware Unified World Modeling! 🌍. Aether jointly optimizes three core capabilities:.🔹 4D Dynam….
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