Juanxi Tian

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upvoted a paper about 22 hours ago

Do Reasoning Models Enhance Embedding Models?

Paper • 2601.21192 • Published 14 days ago • 25

upvoted 2 papers 1 day ago

3D-Aware Implicit Motion Control for View-Adaptive Human Video Generation

Paper • 2602.03796 • Published 9 days ago • 55

On the Entropy Dynamics in Reinforcement Fine-Tuning of Large Language Models

Paper • 2602.03392 • Published 9 days ago • 52

upvoted a paper 2 days ago

GEBench: Benchmarking Image Generation Models as GUI Environments

Paper • 2602.09007 • Published 3 days ago • 36

upvoted 2 papers 8 days ago

Vision-DeepResearch: Incentivizing DeepResearch Capability in Multimodal Large Language Models

Paper • 2601.22060 • Published 14 days ago • 150

Kimi K2.5: Visual Agentic Intelligence

Paper • 2602.02276 • Published 10 days ago • 225

upvoted a paper 12 days ago

Everything in Its Place: Benchmarking Spatial Intelligence of Text-to-Image Models

Paper • 2601.20354 • Published 15 days ago • 110

upvoted 3 papers 17 days ago

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

Paper • 2512.24617 • Published Dec 31, 2025 • 64

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

Paper • 2601.00393 • Published Jan 1 • 131

Scaling Text-to-Image Diffusion Transformers with Representation Autoencoders

Paper • 2601.16208 • Published 21 days ago • 51

upvoted a paper 22 days ago

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

Paper • 2601.05242 • Published Jan 8 • 225

upvoted 3 papers about 1 month ago

NextFlow: Unified Sequential Modeling Activates Multimodal Understanding and Generation

Paper • 2601.02204 • Published Jan 5 • 62

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

Paper • 2601.03252 • Published Jan 6 • 101

mHC: Manifold-Constrained Hyper-Connections

Paper • 2512.24880 • Published Dec 31, 2025 • 305

upvoted 3 papers about 2 months ago

TurboDiffusion: Accelerating Video Diffusion Models by 100-200 Times

Paper • 2512.16093 • Published Dec 18, 2025 • 95

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 • 65

upvoted an article about 2 months ago

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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 2 months ago

Next-Embedding Prediction Makes Strong Vision Learners

Paper • 2512.16922 • Published Dec 18, 2025 • 86

Depth Any Panoramas: A Foundation Model for Panoramic Depth Estimation

Paper • 2512.16913 • Published Dec 18, 2025 • 34