2 papers
cs.CV2026
Robust Image-Driven Phenotyping of Ovarian Tumor Cells using Optimized Dynamic Features in Hyperbolic Channels
Hong-Fei Li, Xi-Lin Gao, Yi-Juan Xiang +6
Label-free, image-based cellular mechanophenotyping in microfluidic devices provides a high-throughput method for single-cell profiling. However, while complex microchannels (e.g.,…
cs.LG2026
Evolutionary Bilevel Reward Shaping for Generalization in Reinforcement Learning
Ekasit Usaratniwart, Xilin Gao, Marc Ong +1
Reinforcement learning (RL) often suffers from performance degradation when deployed in environments that differ from those encountered during training. Existing techniques such as…