Taming Hallucinations: Boosting MLLMs' Video Understanding via Counterfactual Video Generation Paper • 2512.24271 • Published 7 days ago • 46
On GRPO Collapse in Search-R1: The Lazy Likelihood-Displacement Death Spiral Paper • 2512.04220 • Published Dec 3, 2025 • 13
Budget-Aware Tool-Use Enables Effective Agent Scaling Paper • 2511.17006 • Published Nov 21, 2025 • 29
AgentFold: Long-Horizon Web Agents with Proactive Context Management Paper • 2510.24699 • Published Oct 28, 2025 • 69
DeepAgent: A General Reasoning Agent with Scalable Toolsets Paper • 2510.21618 • Published Oct 24, 2025 • 99
Search Self-play: Pushing the Frontier of Agent Capability without Supervision Paper • 2510.18821 • Published Oct 21, 2025 • 17
Scaling Instruction-Based Video Editing with a High-Quality Synthetic Dataset Paper • 2510.15742 • Published Oct 17, 2025 • 50
ImagerySearch: Adaptive Test-Time Search for Video Generation Beyond Semantic Dependency Constraints Paper • 2510.14847 • Published Oct 16, 2025 • 55
Advancing End-to-End Pixel Space Generative Modeling via Self-supervised Pre-training Paper • 2510.12586 • Published Oct 14, 2025 • 108
Thinking with Camera: A Unified Multimodal Model for Camera-Centric Understanding and Generation Paper • 2510.08673 • Published Oct 9, 2025 • 125
CE-GPPO: Controlling Entropy via Gradient-Preserving Clipping Policy Optimization in Reinforcement Learning Paper • 2509.20712 • Published Sep 25, 2025 • 19
Hunyuan3D-Omni: A Unified Framework for Controllable Generation of 3D Assets Paper • 2509.21245 • Published Sep 25, 2025 • 39
Seedream 4.0: Toward Next-generation Multimodal Image Generation Paper • 2509.20427 • Published Sep 24, 2025 • 82
S^2-Guidance: Stochastic Self Guidance for Training-Free Enhancement of Diffusion Models Paper • 2508.12880 • Published Aug 18, 2025 • 46
Omni-Effects: Unified and Spatially-Controllable Visual Effects Generation Paper • 2508.07981 • Published Aug 11, 2025 • 58