Mengde Xu

Mendel192

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upvoted a paper 2 months ago

Beyond Scalar Rewards by Internalizing Reasoning into Score Distributions

Paper • 2606.09076 • Published Jun 8 • 66

upvoted a paper 8 months ago

Learning to Reason in 4D: Dynamic Spatial Understanding for Vision Language Models

Paper • 2512.20557 • Published Dec 23, 2025 • 52

upvoted a paper 12 months ago

EmbodiedOneVision: Interleaved Vision-Text-Action Pretraining for General Robot Control

Paper • 2508.21112 • Published Aug 28, 2025 • 78

upvoted 2 papers over 1 year ago

Tokenize Image as a Set

Paper • 2503.16425 • Published Mar 20, 2025 • 16

LLM Pretraining with Continuous Concepts

Paper • 2502.08524 • Published Feb 12, 2025 • 30

upvoted 3 papers almost 2 years ago

Scaling Properties of Diffusion Models for Perceptual Tasks

Paper • 2411.08034 • Published Nov 12, 2024 • 13

Oryx MLLM: On-Demand Spatial-Temporal Understanding at Arbitrary Resolution

Paper • 2409.12961 • Published Sep 19, 2024 • 25

StoryMaker: Towards Holistic Consistent Characters in Text-to-image Generation

Paper • 2409.12576 • Published Sep 19, 2024 • 16

upvoted 7 papers over 2 years ago

GARField: Group Anything with Radiance Fields

Paper • 2401.09419 • Published Jan 17, 2024 • 21

Helping or Herding? Reward Model Ensembles Mitigate but do not Eliminate Reward Hacking

Paper • 2312.09244 • Published Dec 14, 2023 • 9

SEEAvatar: Photorealistic Text-to-3D Avatar Generation with Constrained Geometry and Appearance

Paper • 2312.08889 • Published Dec 13, 2023 • 15

SHAP-EDITOR: Instruction-guided Latent 3D Editing in Seconds

Paper • 2312.09246 • Published Dec 14, 2023 • 8

CogAgent: A Visual Language Model for GUI Agents

Paper • 2312.08914 • Published Dec 14, 2023 • 32

VideoSwap: Customized Video Subject Swapping with Interactive Semantic Point Correspondence

Paper • 2312.02087 • Published Dec 4, 2023 • 22

GAIA: a benchmark for General AI Assistants

Paper • 2311.12983 • Published Nov 21, 2023 • 252