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upvoted a paper 4 days ago

Agentic-MME: What Agentic Capability Really Brings to Multimodal Intelligence?

Paper • 2604.03016 • Published 8 days ago • 31

upvoted a paper 9 days ago

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

Paper • 2603.29620 • Published 10 days ago • 46

upvoted a paper 10 days ago

Gen-Searcher: Reinforcing Agentic Search for Image Generation

Paper • 2603.28767 • Published 11 days ago • 56

upvoted a paper 24 days ago

AI Can Learn Scientific Taste

Paper • 2603.14473 • Published 26 days ago • 418

upvoted a paper about 2 months ago

Large-Scale Terminal Agentic Trajectory Generation from Dockerized Environments

Paper • 2602.01244 • Published Feb 1 • 16

upvoted 2 papers 2 months ago

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

Paper • 2602.02185 • Published Feb 2 • 118

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

Paper • 2601.22060 • Published Jan 29 • 155

upvoted 2 papers 4 months ago

WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Paper • 2508.05748 • Published Aug 7, 2025 • 142

OneThinker: All-in-one Reasoning Model for Image and Video

Paper • 2512.03043 • Published Dec 2, 2025 • 34

upvoted a paper 6 months ago

ARES: Multimodal Adaptive Reasoning via Difficulty-Aware Token-Level Entropy Shaping

Paper • 2510.08457 • Published Oct 9, 2025 • 13

upvoted a collection 6 months ago

ARES

Collection

🌴ARES is an open-source framework for adaptive multimodal reasoning, using difficulty-aware training and entropy-shaped policy optimization. • 4 items • Updated Mar 2 • 2

upvoted 3 papers 7 months ago

Emergent Hierarchical Reasoning in LLMs through Reinforcement Learning

Paper • 2509.03646 • Published Sep 3, 2025 • 33

Reconstruction Alignment Improves Unified Multimodal Models

Paper • 2509.07295 • Published Sep 8, 2025 • 40

Interleaving Reasoning for Better Text-to-Image Generation

Paper • 2509.06945 • Published Sep 8, 2025 • 15

upvoted a paper 10 months ago

Advancing Multimodal Reasoning: From Optimized Cold Start to Staged Reinforcement Learning

Paper • 2506.04207 • Published Jun 4, 2025 • 48

upvoted a paper 11 months ago

ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows

Paper • 2505.19897 • Published May 26, 2025 • 104