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upvoted a paper 5 days ago

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

Paper • 2601.06943 • Published 7 days ago • 201

upvoted a paper 6 days ago

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

Paper • 2601.06860 • Published 7 days ago • 15

upvoted a paper 7 days ago

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

Paper • 2601.05808 • Published 9 days ago • 35

upvoted a paper 11 days ago

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

Paper • 2601.02151 • Published 13 days ago • 98

upvoted a paper 12 days ago

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

Paper • 2601.01874 • Published 13 days ago • 18

upvoted a paper 23 days ago

SpatialTree: How Spatial Abilities Branch Out in MLLMs

Paper • 2512.20617 • Published 26 days ago • 42

upvoted a paper 27 days ago

Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows

Paper • 2512.16969 • Published Dec 18, 2025 • 114

upvoted 4 papers about 1 month ago

Thinking with Images via Self-Calling Agent

Paper • 2512.08511 • Published Dec 9, 2025 • 22

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

Paper • 2512.09363 • Published Dec 10, 2025 • 71

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

Paper • 2512.04987 • Published Dec 4, 2025 • 78

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

Paper • 2512.02589 • Published Dec 2, 2025 • 69

upvoted 9 papers about 2 months ago

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

Paper • 2512.03746 • Published Dec 3, 2025 • 16

ViDiC: Video Difference Captioning

Paper • 2512.03405 • Published Dec 3, 2025 • 27

Qwen3-VL Technical Report

Paper • 2511.21631 • Published Nov 26, 2025 • 150

DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models

Paper • 2512.02556 • Published Dec 2, 2025 • 251

DeepSeekMath-V2: Towards Self-Verifiable Mathematical Reasoning

Paper • 2511.22570 • Published Nov 27, 2025 • 88

Z-Image: An Efficient Image Generation Foundation Model with Single-Stream Diffusion Transformer

Paper • 2511.22699 • Published Nov 27, 2025 • 227

Stabilizing Reinforcement Learning with LLMs: Formulation and Practices

Paper • 2512.01374 • Published Dec 1, 2025 • 99

LongVT: Incentivizing "Thinking with Long Videos" via Native Tool Calling

Paper • 2511.20785 • Published Nov 25, 2025 • 182

SAM 3: Segment Anything with Concepts

Paper • 2511.16719 • Published Nov 20, 2025 • 127