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Shanghai Jiao Tong University, *Equal Core Contributions
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EditBridge achieves ultra-high-resolution image editing at 4K with a speedup of up to 8.4 times, while maintaining high fidelity and perceptual quality.
Flow-Map Distillation achieves superior image restoration by transforming static knowledge transfer into a dynamic flow mapping process, cutting training variance in half.
ABSeeker's innovative credit assignment method allows it to achieve performance levels comparable to much larger models, redefining expectations for long-horizon search agents.
LeapTalk achieves real-time talking-head generation at 200 FPS without sacrificing quality, breaking the long-standing latency-quality trade-off.
Forget dumb context stuffing: LongSeeker shows that strategically *editing* its own memory lets agents solve web search tasks with far greater reliability.
Linear attention models can now achieve SOTA controllable generation performance, thanks to a new gated conditioning module that overcomes the limitations of ControlNet-style approaches.