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Osilly 

authored 4 papers 3 days ago

JarvisHub: An Open Harness for Canvas-Native Multimodal Creative Agents

Paper • 2607.23588 • Published 6 days ago • 120

From Player to Master: Enhancing Test-Time Learning of LLM Agents via Reinforcement Learning over Memory

Paper • 2606.08656 • Published Jun 7 • 3

VideoSeeker: Incentivizing Instance-level Video Understanding via Native Agentic Tool Invocation

Paper • 2605.16079 • Published May 15 • 29

Towards Efficient Large Language Reasoning Models via Extreme-Ratio Chain-of-Thought Compression

Paper • 2602.08324 • Published May 15

Osilly 

authored 7 papers 3 months ago

VimRAG: Navigating Massive Visual Context in Retrieval-Augmented Generation via Multimodal Memory Graph

Paper • 2602.12735 • Published Feb 13 • 8

GroupGPT: A Token-efficient and Privacy-preserving Agentic Framework for Multi-User Chat Assistant

Paper • 2603.01059 • Published Mar 1 • 1

Unify-Agent: A Unified Multimodal Agent for World-Grounded Image Synthesis

Paper • 2603.29620 • Published Mar 31 • 49

SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents

Paper • 2604.17308 • Published Apr 19 • 23

OpenSearch-VL: An Open Recipe for Frontier Multimodal Search Agents

Paper • 2605.05185 • Published May 6 • 106

Flow-OPD: On-Policy Distillation for Flow Matching Models

Paper • 2605.08063 • Published May 8 • 102

SCOPE: Structured Decomposition and Conditional Skill Orchestration for Complex Image Generation

Paper • 2605.08043 • Published May 8 • 10

Osilly 

submitted a paper to Daily Papers 3 months ago

Flow-OPD: On-Policy Distillation for Flow Matching Models

Paper • 2605.08063 • Published May 8 • 102

Osilly 

authored 2 papers 6 months ago

Vision-DeepResearch: Incentivizing DeepResearch Capability in Multimodal Large Language Models

Paper • 2601.22060 • Published Jan 29 • 155

Vision-DeepResearch Benchmark: Rethinking Visual and Textual Search for Multimodal Large Language Models

Paper • 2602.02185 • Published Feb 2 • 118

Osilly 

authored a paper 7 months ago

UniCorn: Towards Self-Improving Unified Multimodal Models through Self-Generated Supervision

Paper • 2601.03193 • Published Jan 6 • 51

Osilly 

authored a paper 9 months ago

Actial: Activate Spatial Reasoning Ability of Multimodal Large Language Models

Paper • 2511.01618 • Published Nov 3, 2025 • 11

Osilly 

authored 4 papers 10 months ago

CompBench: Benchmarking Complex Instruction-guided Image Editing

Paper • 2505.12200 • Published May 18, 2025

Learning Only with Images: Visual Reinforcement Learning with Reasoning, Rendering, and Visual Feedback

Paper • 2507.20766 • Published Jul 28, 2025 • 1

IWR-Bench: Can LVLMs reconstruct interactive webpage from a user interaction video?

Paper • 2509.24709 • Published Sep 29, 2025 • 7

Agentic Jigsaw Interaction Learning for Enhancing Visual Perception and Reasoning in Vision-Language Models

Paper • 2510.01304 • Published Oct 1, 2025 • 11