← Search

Juntu Zhao

3 accepted papers

2026

Learning Native Continuation for Action Chunking Flow Policies

RSS 2026poster

Action chunking enables Vision Language Action (VLA) models to run in real time, but naive chunked execution often exhibits discontinuities at chunk boundaries. Real-Time Chunking (RTC) alleviates this issue but is external to the policy, leading to spurious multimodal switching and trajectories tha…

Cited by 0SourceScholar
2026

TadABench-1M: A Large-Scale Wet-Lab Protein Benchmark For Rigorous OOD Evaluation

ICML 2026poster

Existing benchmarks for biological language models (BLMs) inadequately capture the challenges of real-world applications, often lacking realistic out-of-distribution (OOD) scenarios, evolutionary depth, and consistency in measurement. To address this, we introduce TadABench-1M, a new benchmark based…

Cited by 0SourceScholar
2024

Lost in Translation: Latent Concept Misalignment in Text-to-Image Diffusion Models

ECCV 2024poster

"Advancements in text-to-image diffusion models have broadened extensive downstream practical applications, but such models often encounter misalignment issues between text and image. Taking the generation of a combination of two disentangled concepts as an example, say given the prompt a tea cup of…