4 papers
Steering Vision-Language Pre-trained Models for Incremental Face Presentation Attack Detection
Haoze Li, Jie Zhang, Guoying Zhao +2
Face Presentation Attack Detection (PAD) demands incremental learning (IL) to combat evolving spoofing tactics and domains. Privacy regulations, however, forbid retaining past data…
Kimi k1.5: Scaling Reinforcement Learning with LLMs
Kimi Team, Angang Du, Bofei Gao +93
Language model pretraining with next token prediction has proved effective for scaling compute but is limited to the amount of available training data. Scaling reinforcement learni…
Feature Matching Intervention: Leveraging Observational Data for Causal Representation Learning
Haoze Li, Jun Xie
A major challenge in causal discovery from observational data is the absence of perfect interventions, making it difficult to distinguish causal features from spurious ones. We pro…
The role of inhibitory control in garden-path sentence processing: A Chinese-English bilingual perspective
Xiaohui Rao, Haoze Li, Xiaofang Lin +1
In reading garden-path sentences, people must resolve competing interpretations, though initial misinterpretations can linger despite reanalysis. This study examines the role of in…