Ian Cole

codingiancole's activity

• All
• Models
• Datasets
• Spaces
• Buckets
• Papers
• Collections
• Community
• Posts
• Upvotes
• Likes
• Articles

upvoted 5 papers about 15 hours ago

Online Draft Co-Training for Speculative Decoding in Large-Scale, Long-Context RL Post-Training

Paper • 2609.07108 • Published 7 days ago • 34

Post-Training Language Models for Gold-Medal Performance in Coding Competitions

Paper • 2609.02849 • Published 12 days ago • 12

Agentic Visual Generation: From Generative Models to Agentic Control

Paper • 2609.06758 • Published 8 days ago • 33

Iris: Climbing to the Search Frontier

Paper • 2609.04304 • Published 11 days ago • 68

Kalman Delta Networks: Uncertainty-aware Associative Memory

Paper • 2609.07816 • Published 7 days ago • 29

upvoted 2 papers 3 days ago

AuK Technical Report: An Open-Source Foundational Model for Speech Generation and Editing

Paper • 2609.08936 • Published 6 days ago • 217

Procedural Graphs: Self-Evolving Execution Structures for LLM Agents

Paper • 2609.09153 • Published 6 days ago • 39

upvoted 2 papers 4 days ago

One Symptom, Three Levers: A Critical Review of On-Policy Self-Distillation

Paper • 2608.25936 • Published 19 days ago • 17

Verify Before You Distill: Prompt-Level Teacher Gating for On-Policy Distillation

Paper • 2609.02998 • Published 12 days ago • 20

upvoted a paper 6 days ago

Terminal-Universe: Turning Agent Trajectories into Scalable Terminal Environments

Paper • 2609.04148 • Published 11 days ago • 292

upvoted 3 papers 8 days ago

Does On-Policy Distillation Really Distill? From Noisy Teacher to Self-Improvement

Paper • 2608.31046 • Published 14 days ago • 153

LightNav-0: Eliciting VLM Spatial Intelligence for Generalist Embodied Navigation

Paper • 2608.30935 • Published 14 days ago • 32

SMELT: Scaling Laws for Compute-Matched MoE Looped Transformers

Paper • 2609.01343 • Published 13 days ago • 104

upvoted 3 papers 10 days ago

InternReviewer & InternAdvocate: Objective Reward and Evaluation for Agentic Reinforcement Learning in Peer Review and Rebuttal

Paper • 2608.28612 • Published Jul 21 • 9

Learning Where Outcomes Change:Credit-Addressable Reasoning for Multimodal Geometry

Paper • 2608.30457 • Published 14 days ago • 9

Qwen-Drive-1.0: An Initial Step towards a Vision-Language Foundation Model for Autonomous Driving

Paper • 2609.00111 • Published 14 days ago • 383

upvoted a paper 12 days ago

StudentSim: Training LLM-based Student Simulators

Paper • 2609.01591 • Published 13 days ago • 488

upvoted 3 papers 13 days ago

Prefix Sliding for efficient test-time scaling

Paper • 2608.26070 • Published 19 days ago • 5

Open-MOPD: Diagnosing and Fixing Capability Imbalance in Multi-Teacher On-Policy Distillation

Paper • 2608.19098 • Published 26 days ago • 23

FrontierChallenge: Evaluating Scientific Workflow Completion

Paper • 2608.24979 • Published 20 days ago • 148