Geuntaek Lim

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upvoted a paper 6 days ago

Science or Slop?: Benchmarking and Mitigating Scientific Slop in AI-Generated Papers

Paper • 2610.00531 • Published 12 days ago • 62

upvoted a paper 7 days ago

Transformers Stop Thinking Too Early, and a Tiny LoRA Fixes It

Paper • 2609.36585 • Published 13 days ago • 71

upvoted a paper 12 days ago

OmniTaskonomy: When Does Visual Generation Improve Visual Understanding?

Paper • 2609.38079 • Published 13 days ago • 57

upvoted a paper 13 days ago

Knowing When Thinking Is Not Enough: Teaching Small Reasoning Models to Reason Beyond Their Parametric Knowledge

Paper • 2609.34327 • Published 14 days ago • 41

upvoted a paper 14 days ago

FuseReg: Regularizing Layer Fusion Mitigates the Reconstruction-Generation Gap in Representation Autoencoders

Paper • 2609.31620 • Published 17 days ago • 145

upvoted a paper 21 days ago

MLLMs Hallucinate when Information Distribution Drifts in Synergy Heads

Paper • 2609.09206 • Published Sep 5 • 11

upvoted a paper 2 months ago

ChronoVision: Temporal Reasoning via Latent State Reconstruction

Paper • 2608.05631 • Published Aug 6 • 40

upvoted 8 papers 3 months ago

Kimi K3: Open Frontier Intelligence

Paper • 2607.24653 • Published Jul 27 • 528

Self-Supervised Learning of Structured Dynamics from Videos

Paper • 2607.21576 • Published Jul 23 • 21

TimeLens2: Generalist Video Temporal Grounding with Multimodal LLMs

Paper • 2607.17423 • Published Jul 19 • 101

On-Policy Delta Distillation

Paper • 2607.15161 • Published Jul 16 • 38

4D Human-Scene Reconstruction from Low-Overlap Captures

Paper • 2607.09125 • Published Jul 10 • 52

Why Can't I Open My Drawer? Mitigating Object-Driven Shortcuts in Zero-Shot Compositional Action Recognition

Paper • 2601.16211 • Published Jul 2 • 51

Video-Oasis: Rethinking Evaluation of Video Understanding

Paper • 2603.29616 • Published Jul 2 • 66

Domain Arithmetic: One-Shot VLA Adaptation under Environmental Shifts

Paper • 2607.00666 • Published Jul 1 • 24

upvoted a paper 4 months ago

Rethinking RAG in Long Videos: What to Retrieve and How to Use It?

Paper • 2606.13141 • Published Jun 11 • 35

upvoted 2 papers 6 months ago

Video-MME-v2: Towards the Next Stage in Benchmarks for Comprehensive Video Understanding

Paper • 2604.05015 • Published Apr 6 • 233

A Simple Baseline for Streaming Video Understanding

Paper • 2604.02317 • Published Apr 2 • 72

upvoted a paper 7 months ago

Are Video Reasoning Models Ready to Go Outside?

Paper • 2603.10652 • Published Mar 11 • 8

upvoted a paper 8 months ago

Does Your Reasoning Model Implicitly Know When to Stop Thinking?

Paper • 2602.08354 • Published Feb 9 • 139