Juanxi Tian

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upvoted 3 papers 3 days ago

Dynamic Large Concept Models: Latent Reasoning in an Adaptive Semantic Space

Paper • 2512.24617 • Published 29 days ago • 61

NeoVerse: Enhancing 4D World Model with in-the-wild Monocular Videos

Paper • 2601.00393 • Published 28 days ago • 130

Scaling Text-to-Image Diffusion Transformers with Representation Autoencoders

Paper • 2601.16208 • Published 6 days ago • 51

upvoted a paper 8 days ago

GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization

Paper • 2601.05242 • Published 20 days ago • 210

upvoted 2 papers 22 days ago

NextFlow: Unified Sequential Modeling Activates Multimodal Understanding and Generation

Paper • 2601.02204 • Published 24 days ago • 60

InfiniDepth: Arbitrary-Resolution and Fine-Grained Depth Estimation with Neural Implicit Fields

Paper • 2601.03252 • Published 22 days ago • 99

upvoted a paper 26 days ago

mHC: Manifold-Constrained Hyper-Connections

Paper • 2512.24880 • Published 29 days ago • 287

upvoted 3 papers about 1 month ago

TurboDiffusion: Accelerating Video Diffusion Models by 100-200 Times

Paper • 2512.16093 • Published Dec 18, 2025 • 94

Latent Implicit Visual Reasoning

Paper • 2512.21218 • Published Dec 24, 2025 • 69

The Prism Hypothesis: Harmonizing Semantic and Pixel Representations via Unified Autoencoding

Paper • 2512.19693 • Published Dec 22, 2025 • 64

upvoted an article about 1 month ago

view article

Article

Backbone-Optimizer Coupling Bias: The Hidden Co-Design Principle

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Dec 20, 2025

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upvoted 2 papers about 1 month ago

Next-Embedding Prediction Makes Strong Vision Learners

Paper • 2512.16922 • Published Dec 18, 2025 • 84

Depth Any Panoramas: A Foundation Model for Panoramic Depth Estimation

Paper • 2512.16913 • Published Dec 18, 2025 • 34

upvoted 3 papers about 2 months ago

DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models

Paper • 2512.02556 • Published Dec 2, 2025 • 254

MG-Nav: Dual-Scale Visual Navigation via Sparse Spatial Memory

Paper • 2511.22609 • Published Nov 27, 2025 • 49

Envision: Benchmarking Unified Understanding & Generation for Causal World Process Insights

Paper • 2512.01816 • Published Dec 1, 2025 • 92

upvoted a paper 2 months ago

Does Understanding Inform Generation in Unified Multimodal Models? From Analysis to Path Forward

Paper • 2511.20561 • Published Nov 25, 2025 • 32

upvoted 2 papers 3 months ago

Lost in Tokenization: Context as the Key to Unlocking Biomolecular Understanding in Scientific LLMs

Paper • 2510.23127 • Published Oct 27, 2025 • 5

MergeMix: A Unified Augmentation Paradigm for Visual and Multi-Modal Understanding

Paper • 2510.23479 • Published Oct 27, 2025 • 15

upvoted a collection 4 months ago

Efficient AI (Optimization)

Collection

4 items • Updated Oct 18, 2025 • 1