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upvoted a paper about 15 hours ago

Innovator-VL: A Multimodal Large Language Model for Scientific Discovery

Paper • 2601.19325 • Published 3 days ago • 52

upvoted a paper 1 day ago

Visual Generation Unlocks Human-Like Reasoning through Multimodal World Models

Paper • 2601.19834 • Published 2 days ago • 23

upvoted a paper 3 days ago

daVinci-Dev: Agent-native Mid-training for Software Engineering

Paper • 2601.18418 • Published 3 days ago • 118

upvoted a paper 4 days ago

SWE-Pruner: Self-Adaptive Context Pruning for Coding Agents

Paper • 2601.16746 • Published 6 days ago • 78

upvoted a paper 5 days ago

LLM-in-Sandbox Elicits General Agentic Intelligence

Paper • 2601.16206 • Published 7 days ago • 80

upvoted 2 papers 11 days ago

Your Group-Relative Advantage Is Biased

Paper • 2601.08521 • Published 16 days ago • 146

Unlocking Implicit Experience: Synthesizing Tool-Use Trajectories from Text

Paper • 2601.10355 • Published 14 days ago • 38

upvoted a paper 16 days ago

Watching, Reasoning, and Searching: A Video Deep Research Benchmark on Open Web for Agentic Video Reasoning

Paper • 2601.06943 • Published 18 days ago • 208

upvoted a paper 17 days ago

ET-Agent: Incentivizing Effective Tool-Integrated Reasoning Agent via Behavior Calibration

Paper • 2601.06860 • Published 18 days ago • 16

upvoted a paper 18 days ago

EnvScaler: Scaling Tool-Interactive Environments for LLM Agent via Programmatic Synthesis

Paper • 2601.05808 • Published 20 days ago • 36

upvoted a paper 22 days ago

Entropy-Adaptive Fine-Tuning: Resolving Confident Conflicts to Mitigate Forgetting

Paper • 2601.02151 • Published 24 days ago • 104

upvoted a paper 23 days ago

CogFlow: Bridging Perception and Reasoning through Knowledge Internalization for Visual Mathematical Problem Solving

Paper • 2601.01874 • Published 25 days ago • 19

upvoted 2 papers about 1 month ago

SpatialTree: How Spatial Abilities Branch Out in MLLMs

Paper • 2512.20617 • Published Dec 23, 2025 • 43

Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows

Paper • 2512.16969 • Published Dec 18, 2025 • 119

upvoted 6 papers about 2 months ago

Thinking with Images via Self-Calling Agent

Paper • 2512.08511 • Published Dec 9, 2025 • 23

StereoWorld: Geometry-Aware Monocular-to-Stereo Video Generation

Paper • 2512.09363 • Published Dec 10, 2025 • 72

Nex-N1: Agentic Models Trained via a Unified Ecosystem for Large-Scale Environment Construction

Paper • 2512.04987 • Published Dec 4, 2025 • 80

PaperDebugger: A Plugin-Based Multi-Agent System for In-Editor Academic Writing, Review, and Editing

Paper • 2512.02589 • Published Dec 2, 2025 • 71

Thinking with Programming Vision: Towards a Unified View for Thinking with Images

Paper • 2512.03746 • Published Dec 3, 2025 • 17

ViDiC: Video Difference Captioning

Paper • 2512.03405 • Published Dec 3, 2025 • 28