William Scott

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upvoted a paper 7 days ago

Beyond Relevance-Centric Retrieval: Rubric-Oriented Document Set Selection and Ranking

Paper • 2607.19747 • Published 9 days ago • 31

upvoted a paper 15 days ago

Video Generation Models are General-Purpose Vision Learners

Paper • 2607.09024 • Published 21 days ago • 86

upvoted a paper 20 days ago

Imagined Rollouts are Kinematic, Not Dynamic: A Diagnosis of Long-Horizon World-Model Failure

Paper • 2607.05966 • Published 24 days ago • 3

upvoted a paper about 1 month ago

Embodied-R1.5: Evolving Physical Intelligence via Embodied Foundation Models

Paper • 2606.11324 • Published Jun 9 • 172

upvoted 2 papers about 2 months ago

ABot-Earth 0.5: Generative 3D Earth Model

Paper • 2606.09967 • Published Jun 8 • 488

Crafter: A Multi-Agent Harness for Editable Scientific Figure Generation from Diverse Inputs

Paper • 2605.30611 • Published May 28 • 253

upvoted 10 papers 2 months ago

LLMs as Noisy Channels: A Shannon Perspective on Model Capacity and Scaling Laws

Paper • 2605.23901 • Published May 22 • 13

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

Paper • 2605.28816 • Published May 27 • 433

OpenComputer: Verifiable Software Worlds for Computer-Use Agents

Paper • 2605.19769 • Published May 19 • 88

EvalVerse: Pipeline-Aware and Expert-Calibrated Benchmarking for Professional Cinematic Video Generation

Paper • 2605.23271 • Published May 22 • 82

Video Models Can Reason with Verifiable Rewards

Paper • 2605.15458 • Published May 14 • 11

Anti-Self-Distillation for Reasoning RL via Pointwise Mutual Information

Paper • 2605.11609 • Published May 12 • 196

DelTA: Discriminative Token Credit Assignment for Reinforcement Learning from Verifiable Rewards

Paper • 2605.21467 • Published May 20 • 207

Capturing LLM Capabilities via Evidence-Calibrated Query Clustering

Paper • 2605.17110 • Published May 16 • 2

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

Paper • 2605.14747 • Published May 14 • 147

Does Synthetic Layered Design Data Benefit Layered Design Decomposition?

Paper • 2605.15167 • Published May 14 • 9

upvoted 2 papers 3 months ago

BalCapRL: A Balanced Framework for RL-Based MLLM Image Captioning

Paper • 2605.07394 • Published May 8 • 5

Leveraging Verifier-Based Reinforcement Learning in Image Editing

Paper • 2604.27505 • Published Apr 30 • 59

upvoted 2 papers 4 months ago

Beyond Accuracy: Unveiling Inefficiency Patterns in Tool-Integrated Reasoning

Paper • 2604.05404 • Published Apr 7 • 46

Brevity Constraints Reverse Performance Hierarchies in Language Models

Paper • 2604.00025 • Published Mar 11 • 23