Stoller worked with the photographer Paul Strand in the Office of emergency management in 1940/1.
[2] He was drafted in 1942 and deployed at the Army Signal Corps Photo Center where he taught photography.
[3] Concurrent with his work at the Signal Corp, he served on the editorial board and is listed as part owner of the newly launched (1941) architecture journal, Task from 1943 to 1945.
His work featured landmarks of modern architecture, including Ludwig Mies van der Rohe's Seagram Building, Frank Lloyd Wright's Fallingwater, Alvar Aalto's Finnish Pavilion at the 1939 New York World's Fair, and Eero Saarinen's last project Bell Labs Holmdel Complex.
Works by Stoller are held in various collections, for example, the San Francisco Museum of Modern Art[8] and the Whitney Museum of American Art,[9] and photographs attributed to Stoller are held in the Conway Library at The Courtauld Institute of Art in London whose archive, of primarily architectural images, is being digitised under the wider Courtauld Connects programme.