A Survey of Data Agents: Emerging Paradigm or Overstated Hype?
Paper
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2510.23587
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Published
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67
AI
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D2E: Scaling Vision-Action Pretraining on Desktop Data for Transfer to Embodied AI
Paper • 2510.05684 • Published • 143 -
Thinking with Camera: A Unified Multimodal Model for Camera-Centric Understanding and Generation
Paper • 2510.08673 • Published • 126 -
Lumine: An Open Recipe for Building Generalist Agents in 3D Open Worlds
Paper • 2511.08892 • Published • 209 -
Table-R1: Inference-Time Scaling for Table Reasoning
Paper • 2505.23621 • Published • 93 -
GeoVista: Web-Augmented Agentic Visual Reasoning for Geolocalization
Paper • 2511.15705 • Published • 97 -
SignRoundV2: Closing the Performance Gap in Extremely Low-Bit Post-Training Quantization for LLMs
Paper • 2512.04746 • Published • 14 -
UniUGP: Unifying Understanding, Generation, and Planing For End-to-end Autonomous Driving
Paper • 2512.09864 • Published • 12 -
Native Parallel Reasoner: Reasoning in Parallelism via Self-Distilled Reinforcement Learning
Paper • 2512.07461 • Published • 78 -
N3D-VLM: Native 3D Grounding Enables Accurate Spatial Reasoning in Vision-Language Models
Paper • 2512.16561 • Published • 20 -
Seed-Prover 1.5: Mastering Undergraduate-Level Theorem Proving via Learning from Experience
Paper • 2512.17260 • Published • 52 -
LongVideoAgent: Multi-Agent Reasoning with Long Videos
Paper • 2512.20618 • Published • 55 -
Step-DeepResearch Technical Report
Paper • 2512.20491 • Published • 86 -
Confucius Code Agent: An Open-sourced AI Software Engineer at Industrial Scale
Paper • 2512.10398 • Published • 13