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upvoted 6 papers about 1 hour ago

Evidence-Guided Recovery for AI Agents with Ambiguous Tool Outcomes and Partial Execution

Paper • 2610.41453 • Published 14 days ago • 2

UniSpark: Exploring Hybrid Attention for Multimodal Understanding and Generation

Paper • 2611.16517 • Published 1 day ago • 7

WorldDraft: If Code Builds the World, Can Video Models Just Render It?

Paper • 2611.16217 • Published 1 day ago • 11

G-STAR: Group-Scaled Token Capacity for Deeply Compressed Autoregressive Generation

Paper • 2611.13004 • Published 5 days ago • 8

Factored One-sided Adam-Moment for Practical and Scalable SOAP

Paper • 2611.16905 • Published 1 day ago • 9

SO-Arena: Benchmarking the Capability Spectrum and Reliability of System One Models

Paper • 2611.15777 • Published 2 days ago • 15

upvoted 2 papers 4 months ago

BadWAM: When World-Action Models Dream Right but Act Wrong

Paper • 2607.15207 • Published Jul 16 • 43

dOPSD: On-Policy Self-Distillation for Diffusion Language Models

Paper • 2607.04428 • Published Jul 5 • 18

upvoted 3 papers 5 months ago

Scaling Latent Reasoning via Looped Language Models

Paper • 2510.25741 • Published Oct 29, 2025 • 146

PerceptionDLM: Parallel Region Perception with Multimodal Diffusion Language Models

Paper • 2606.19534 • Published Jun 17 • 66

World Action Models: A Survey

Paper • 2606.20781 • Published Jun 18 • 59

upvoted 4 papers 6 months ago

dMoE: dLLMs with Learnable Block Experts

Paper • 2605.30876 • Published May 29 • 33

Mix-Quant: Quantized Prefilling, Precise Decoding for Agentic LLMs

Paper • 2605.20315 • Published May 19 • 26

ReactiveGWM: Steering NPC in Reactive Game World Models

Paper • 2605.15256 • Published May 14 • 28

On-Policy Self-Evolution via Failure Trajectories for Agentic Safety Alignment

Paper • 2605.11882 • Published May 12 • 15

upvoted 3 papers 7 months ago

Visual Generation in the New Era: An Evolution from Atomic Mapping to Agentic World Modeling

Paper • 2604.28185 • Published Apr 30 • 90

Vision-Language-Action Safety: Threats, Challenges, Evaluations, and Mechanisms

Paper • 2604.23775 • Published Apr 26 • 45

DMax: Aggressive Parallel Decoding for dLLMs

Paper • 2604.08302 • Published Apr 9 • 53

upvoted a paper 11 months ago

SpotEdit: Selective Region Editing in Diffusion Transformers

Paper • 2512.22323 • Published Dec 26, 2025 • 39

upvoted a paper 12 months ago

Vision Bridge Transformer at Scale

Paper • 2511.23199 • Published Nov 28, 2025 • 47