diff --git a/example/train.py b/example/train.py
index e265116..13699c7 100755
--- a/example/train.py
+++ b/example/train.py
@@ -18,7 +18,7 @@ from hybrid_diffusion import (
     q_sample_continuous,
     q_sample_discrete,
 )
-from platform_utils import resolve_device, safe_path, ensure_dir
+from platform_utils import resolve_device, safe_path, ensure_dir, resolve_path
 
 
 BASE_DIR = Path(__file__).resolve().parent
@@ -84,12 +84,17 @@ def resolve_config_paths(config, base_dir: Path):
         if key in config:
             # 如果值是字符串，转换为Path对象
             if isinstance(config[key], str):
-                path = Path(config[key])
+                path_str = config[key]
+                # glob pattern cannot be Path.resolve()'d on Windows
+                if "*" in path_str or "?" in path_str or "[" in path_str:
+                    config[key] = str((base_dir / Path(path_str)))
+                    continue
+                path = Path(path_str)
             else:
                 path = config[key]
 
             if not path.is_absolute():
-                config[key] = str((base_dir / path).resolve())
+                config[key] = str(resolve_path(base_dir, path))
             else:
                 config[key] = str(path)
     return config