Brian Williams

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upvoted a paper 11 days ago

Continual Learning Mechanisms Compose for Long-Horizon Memorization

Paper • 2609.06986 • Published 20 days ago • 374

upvoted a paper 12 days ago

Atria Dawn: The Dawn of Agentic Superintelligence

Paper • 2609.15818 • Published 13 days ago • 427

upvoted a paper 15 days ago

SpatialBlock: Enhancing Spatial Intelligence in LVLMs via Synthetic Block-Stacking Problem

Paper • 2609.07064 • Published 20 days ago • 146

upvoted a paper 16 days ago

Scaling Automatic Research Agents via World Models

Paper • 2608.12564 • Published 29 days ago • 480

upvoted a paper 22 days ago

Why Gated DeltaNet Survives 4-Bit Quantization: NVFP4 W4A4 for the Recurrent Half of a Hybrid 27B LLM

Paper • 2609.04098 • Published 24 days ago • 84

upvoted a paper 23 days ago

QCell: Recombining and Aligning Cell Queries for Overlapping Instance Segmentation

Paper • 2608.29253 • Published 29 days ago • 14

upvoted 4 papers about 1 month ago

SPADE: Self-Play in Adaptive Synthetic Executable Environments

Paper • 2608.19197 • Published Aug 19 • 54

Can We Defend Against AI-Generated Video Attacks on Real-World Crisis Events? A Systematic Evaluation of Detectors, Generators and Social Dissemination

Paper • 2608.14391 • Published Aug 14 • 285

LLMRouter: Unified Infrastructure for Developing, Evaluating, and Deploying LLM Routers

Paper • 2608.06867 • Published Aug 7 • 114

OpenART: Scaling Agent Red Teaming via Open-Ended Environment Evolution

Paper • 2608.00677 • Published Aug 1 • 265

upvoted 4 papers about 2 months ago

HarnessOpt-Bench: Evaluating LLMs at Harness Optimization

Paper • 2608.06301 • Published Aug 6 • 36

Distill Where You Fail: Recovering Learning Signals of Negative RL-Groups from Adaptive Teacher Guidance

Paper • 2608.00782 • Published Aug 1 • 18

LLaDA MoE v2: Scaling Mixture-of-Experts Diffusion Language Models

Paper • 2608.03457 • Published Aug 4 • 35

DeepVoyager-VL: Incentivizing Vision-in-the-Loop Search for Long-Horizon Multimodal Agents

Paper • 2608.01827 • Published Aug 3 • 19