Grant Singleton

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commented 5 papers about 14 hours ago

SkillNet: Create, Evaluate, and Connect AI Skills

Paper • 2603.04448 • Published 21 days ago • 87 •

6

Penguin-VL: Exploring the Efficiency Limits of VLM with LLM-based Vision Encoders

Paper • 2603.06569 • Published 13 days ago • 112 •

5

WorldCache: Accelerating World Models for Free via Heterogeneous Token Caching

Paper • 2603.06331 • Published 13 days ago • 3 •

3

$\nabla$-Reasoner: LLM Reasoning via Test-Time Gradient Descent in Latent Space

Paper • 2603.04948 • Published 14 days ago • 1 •

3

DreamCAD: Scaling Multi-modal CAD Generation using Differentiable Parametric Surfaces

Paper • 2603.05607 • Published 14 days ago • 3 •

3

commented 5 papers 1 day ago

Sparse Video Generation Propels Real-World Beyond-the-View Vision-Language Navigation

Paper • 2602.05827 • Published Feb 5 • 17 •

3

DreamID-Omni: Unified Framework for Controllable Human-Centric Audio-Video Generation

Paper • 2602.12160 • Published Feb 12 • 38 •

5

Exposing the Systematic Vulnerability of Open-Weight Models to Prefill Attacks

Paper • 2602.14689 • Published Feb 16 • 1 •

3

Think Deep, Not Just Long: Measuring LLM Reasoning Effort via Deep-Thinking Tokens

Paper • 2602.13517 • Published Feb 13 • 2 •

2

Learning Personalized Agents from Human Feedback

Paper • 2602.16173 • Published 30 days ago • 9 •

3

commented 5 papers 3 days ago

Lost in Stories: Consistency Bugs in Long Story Generation by LLMs

Paper • 2603.05890 • Published 14 days ago • 89 •

5

Real Money, Fake Models: Deceptive Model Claims in Shadow APIs

Paper • 2603.01919 • Published 17 days ago • 2 •

1

Believe Your Model: Distribution-Guided Confidence Calibration

Paper • 2603.03872 • Published 15 days ago • 39 •

4

How Far Can Unsupervised RLVR Scale LLM Training?

Paper • 2603.08660 • Published 10 days ago • 56 •

4

Omni-Diffusion: Unified Multimodal Understanding and Generation with Masked Discrete Diffusion

Paper • 2603.06577 • Published 13 days ago • 48 •

6

commented a paper 5 days ago

MOVA: Towards Scalable and Synchronized Video-Audio Generation

Paper • 2602.08794 • Published Feb 9 • 156 •

5

commented 3 papers 6 days ago

QuantaAlpha: An Evolutionary Framework for LLM-Driven Alpha Mining

Paper • 2602.07085 • Published Feb 6 • 189 •

3

UAGLNet: Uncertainty-Aggregated Global-Local Fusion Network with Cooperative CNN-Transformer for Building Extraction

Paper • 2512.12941 • Published Dec 15, 2025 • 2 •

2

Steer2Adapt: Dynamically Composing Steering Vectors Elicits Efficient Adaptation of LLMs

Paper • 2602.07276 • Published Feb 7 • 11 •

3

commented a paper 9 days ago

SocialVeil: Probing Social Intelligence of Language Agents under Communication Barriers

Paper • 2602.05115 • Published Feb 4 • 18 •

10