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upvoted 2 papers 4 days ago

Why Larger Models Learn More: Effects of Capacity, Interference, and Rare-Task Retention

Paper • 2605.29548 • Published 7 days ago • 10

Search and Refine During Think: Autonomous Retrieval-Augmented Reasoning of LLMs

Paper • 2505.11277 • Published May 16, 2025 • 29

upvoted a paper 7 days ago

Gamma-World: Generative Multi-Agent World Modeling Beyond Two Players

Paper • 2605.28816 • Published 8 days ago • 419

upvoted a paper 12 days ago

Training Large Language Models to Predict Clinical Events

Paper • 2605.12817 • Published 23 days ago • 17

upvoted 2 papers 13 days ago

AutoResearchClaw: Self-Reinforcing Autonomous Research with Human-AI Collaboration

Paper • 2605.20025 • Published 16 days ago • 185

OSCAR: Offline Spectral Covariance-Aware Rotation for 2-bit KV Cache Quantization

Paper • 2605.17757 • Published 17 days ago • 64

upvoted 2 papers 14 days ago

Mid-Training with Self-Generated Data Improves Reinforcement Learning in Language Models

Paper • 2605.08472 • Published 27 days ago • 5

Video2GUI: Synthesizing Large-Scale Interaction Trajectories for Generalized GUI Agent Pretraining

Paper • 2605.14747 • Published 21 days ago • 145

upvoted a paper 21 days ago

Model Merging Scaling Laws in Large Language Models

Paper • 2509.24244 • Published 24 days ago • 44

upvoted a paper 24 days ago

Mean Mode Screaming: Mean--Variance Split Residuals for 1000-Layer Diffusion Transformers

Paper • 2605.06169 • Published 28 days ago • 233

upvoted 4 papers about 1 month ago

From Context to Skills: Can Language Models Learn from Context Skillfully?

Paper • 2604.27660 • Published May 3 • 166

Heterogeneous Scientific Foundation Model Collaboration

Paper • 2604.27351 • Published Apr 30 • 218

LLaDA2.0-Uni: Unifying Multimodal Understanding and Generation with Diffusion Large Language Model

Paper • 2604.20796 • Published Apr 22 • 243

Target-Oriented Pretraining Data Selection via Neuron-Activated Graph

Paper • 2604.15706 • Published Apr 17 • 10

upvoted a paper about 2 months ago

Rethinking Generalization in Reasoning SFT: A Conditional Analysis on Optimization, Data, and Model Capability

Paper • 2604.06628 • Published Apr 8 • 326

upvoted 3 papers 2 months ago

CARLA-Air: Fly Drones Inside a CARLA World -- A Unified Infrastructure for Air-Ground Embodied Intelligence

Paper • 2603.28032 • Published Mar 30 • 343

STRIDE: When to Speak Meets Sequence Denoising for Streaming Video Understanding

Paper • 2603.27593 • Published Mar 29 • 12

Astrolabe: Steering Forward-Process Reinforcement Learning for Distilled Autoregressive Video Models

Paper • 2603.17051 • Published Mar 17 • 109

upvoted a paper 3 months ago

SocialOmni: Benchmarking Audio-Visual Social Interactivity in Omni Models

Paper • 2603.16859 • Published Mar 17 • 248