Soap2Soap: Long Cinematic Video Remaking via Multi-Agent Collaboration Paper • 2605.17423 • Published May 17 • 34
SenseNova-U1: Unifying Multimodal Understanding and Generation with NEO-unify Architecture Paper • 2605.12500 • Published May 12 • 195
UniVidX: A Unified Multimodal Framework for Versatile Video Generation via Diffusion Priors Paper • 2605.00658 • Published May 1 • 86
ARIS: Autonomous Research via Adversarial Multi-Agent Collaboration Paper • 2605.03042 • Published May 4 • 144
Video Analysis and Generation via a Semantic Progress Function Paper • 2604.22554 • Published Apr 24 • 64
HY-World 2.0: A Multi-Modal World Model for Reconstructing, Generating, and Simulating 3D Worlds Paper • 2604.14268 • Published Apr 15 • 127
OmniLottie: Generating Vector Animations via Parameterized Lottie Tokens Paper • 2603.02138 • Published Mar 2 • 151
PaCo-RL: Advancing Reinforcement Learning for Consistent Image Generation with Pairwise Reward Modeling Paper • 2512.04784 • Published Dec 2, 2025 • 25
Entropy Ratio Clipping as a Soft Global Constraint for Stable Reinforcement Learning Paper • 2512.05591 • Published Dec 5, 2025 • 17
PixelDiT: Pixel Diffusion Transformers for Image Generation Paper • 2511.20645 • Published Nov 25, 2025 • 38
Reflection Removal through Efficient Adaptation of Diffusion Transformers Paper • 2512.05000 • Published Dec 4, 2025 • 18