Bryan Sangwoo Kim

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upvoted a paper 1 day ago

ImageWAM: Do World Action Models Really Need Video Generation, or Just Image Editing?

Paper • 2606.19531 • Published 8 days ago • 18

upvoted a paper 7 days ago

Zone of Proximal Policy Optimization: Teacher in Prompts, Not Gradients

Paper • 2606.18216 • Published 9 days ago • 60

upvoted 2 papers 10 days ago

TIDE: Proactive Multi-Problem Discovery via Template-Guided Iteration

Paper • 2606.04743 • Published 22 days ago • 46

Lip Forcing: Few-Step Autoregressive Diffusion for Real-time Lip Synchronization

Paper • 2606.11180 • Published 15 days ago • 34

upvoted a paper 17 days ago

Physics in 2-Steps: Locking Motion Priors Before Visual Refinement Erases Them

Paper • 2606.06361 • Published 21 days ago • 16

upvoted a paper 21 days ago

Cosmos 3: Omnimodal World Models for Physical AI

Paper • 2606.02800 • Published 24 days ago • 134

upvoted 3 papers 22 days ago

World Models Meet Language Models: On the Complementarity of Concrete and Abstract Reasoning

Paper • 2606.03603 • Published 23 days ago • 29

Which Pretraining Paradigm Better Serves Spatial Intelligence? An Empirical Comparison of Vision-Language and Video Generation Models

Paper • 2605.28132 • Published 29 days ago • 25

VideoMLA: Low-Rank Latent KV Cache for Minute-Scale Autoregressive Video Diffusion

Paper • 2605.30351 • Published 28 days ago • 26

upvoted a paper 24 days ago

Linear Scaling Video VLMs for Long Video Understanding

Paper • 2605.31598 • Published 27 days ago • 11

upvoted a paper 26 days ago

OmniRetrieval: Unified Retrieval across Heterogeneous Knowledge Sources

Paper • 2605.29250 • Published 28 days ago • 78

upvoted a paper 28 days ago

Learn from Weaknesses: Automated Domain Specialization for Small Computer-Use Agents

Paper • 2605.28775 • Published 29 days ago • 38

upvoted 5 papers about 1 month ago

WorldKV: Efficient World Memory with World Retrieval and Compression

Paper • 2605.22718 • Published May 21 • 42

"I didn't Make the Micro Decisions": Measuring, Inducing, and Exposing Goal-Level AI Contributions in Collaboration

Paper • 2605.21363 • Published May 20 • 6

SceneAligner: 3D-Grounded Floorplan Localization in the Wild

Paper • 2605.22581 • Published May 21 • 8

FlowLong: Inference-time Long Video Generation via Manifold-constrained Tweedie Matching

Paper • 2605.20910 • Published May 20 • 29

PREPING: Building Agent Memory without Tasks

Paper • 2605.13880 • Published May 11 • 28

upvoted a paper about 2 months ago

EditCrafter: Tuning-free High-Resolution Image Editing via Pretrained Diffusion Model

Paper • 2604.10268 • Published Apr 11 • 12

upvoted 2 papers 3 months ago

Token Warping Helps MLLMs Look from Nearby Viewpoints

Paper • 2604.02870 • Published Apr 3 • 34

RAGEN-2: Reasoning Collapse in Agentic RL

Paper • 2604.06268 • Published Apr 7 • 69