Grant Singleton

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commented a paper about 5 hours ago

Taming Hallucinations: Boosting MLLMs' Video Understanding via Counterfactual Video Generation

Paper • 2512.24271 • Published 8 days ago • 50 •

5

commented a paper about 8 hours ago

Can We Trust AI Explanations? Evidence of Systematic Underreporting in Chain-of-Thought Reasoning

Paper • 2601.00830 • Published 14 days ago • 2 •

3

commented a paper about 11 hours ago

Can LLMs Predict Their Own Failures? Self-Awareness via Internal Circuits

Paper • 2512.20578 • Published 15 days ago • 59 •

4

commented a paper about 23 hours ago

Youtu-Agent: Scaling Agent Productivity with Automated Generation and Hybrid Policy Optimization

Paper • 2512.24615 • Published 8 days ago • 100 •

4

commented a paper 1 day ago

Patch-as-Decodable-Token: Towards Unified Multi-Modal Vision Tasks in MLLMs

Paper • 2510.01954 • Published Oct 2, 2025 • 12 •

3

commented 2 papers 2 days ago

Avatar Forcing: Real-Time Interactive Head Avatar Generation for Natural Conversation

Paper • 2601.00664 • Published 5 days ago • 45 •

3

DiffThinker: Towards Generative Multimodal Reasoning with Diffusion Models

Paper • 2512.24165 • Published 8 days ago • 45 •

5

commented a paper 3 days ago

On the Role of Discreteness in Diffusion LLMs

Paper • 2512.22630 • Published 11 days ago • 17 •

4

commented 2 papers 4 days ago

InsertAnywhere: Bridging 4D Scene Geometry and Diffusion Models for Realistic Video Object Insertion

Paper • 2512.17504 • Published 19 days ago • 95 •

4

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

Paper • 2512.24617 • Published 8 days ago • 54 •

4

commented a paper 6 days ago

UltraShape 1.0: High-Fidelity 3D Shape Generation via Scalable Geometric Refinement

Paper • 2512.21185 • Published 14 days ago • 26 •

4

commented 2 papers 7 days ago

Leveraging LLMs for Legacy Code Modernization: Challenges and Opportunities for LLM-Generated Documentation

Paper • 2411.14971 • Published Nov 22, 2024 •

1

1.58-bit FLUX

Paper • 2412.18653 • Published Dec 24, 2024 • 86 •

8

commented 2 papers 8 days ago

Coupling Experts and Routers in Mixture-of-Experts via an Auxiliary Loss

Paper • 2512.23447 • Published 9 days ago • 93 •

4

OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis

Paper • 2412.19723 • Published Dec 27, 2024 • 87 •

4

commented a paper 9 days ago

2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining

Paper • 2501.00958 • Published Jan 1, 2025 • 109 •

8

commented 3 papers 10 days ago

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

Paper • 2512.20557 • Published 15 days ago • 49 •

4

Schoenfeld's Anatomy of Mathematical Reasoning by Language Models

Paper • 2512.19995 • Published 16 days ago • 14 •

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Spatia: Video Generation with Updatable Spatial Memory

Paper • 2512.15716 • Published 21 days ago • 29 •

4

commented a paper 11 days ago

Emergent temporal abstractions in autoregressive models enable hierarchical reinforcement learning

Paper • 2512.20605 • Published 15 days ago • 60 •

5