"Just the Two of Us" was covered by Japanese singer Toshinobu Kubota as a duet with Caron Wheeler in 1991, for his album Kubojah: Parallel World I. The song was credited as "Just the 2 of Us", featuring a reggae-style beat. In 1995, Kubota re-recorded the song, which appeared on his album Sunshine, Moonlight, with a more R&B-style beat. In 1996, he released the song as the second single from the album. The song charted at number 30 on the Oricon Weekly Singles chart and remained on the charts for a duration of five weeks.[14] The song was included the setlist during the Oyeees! Tour. During the tour, Joi Cardwell, who sang backing vocals during the tour, performed the song as a duet with Kubota. In 2007, Double performed the song the MTV Japan Icons Special. During the performance, Kubota walk onto the stage to complete the song with her.[15] In 2012, Kubota performed the song with Japanese singer Yuri, who was also a background vocalist during his "Party Ain't A Party Tour". The performance was included on his concert DVD "Party Ain't A Party", which was released in May 2012.[16]
Music video
In 1996, Toshi Kubota and Caron Wheeler shot a music video for the song. The video setting takes place during the night at a party in Kubota's apartment. Wheeler watches the party from the fire escape of the next apartment building. The single version was used for the audio format of the video. There are also video shots of other musicians playing their instruments during the party, a group of elderly men playing cards outside the apartment on the sidewalk, and a couple dancing in another room of the apartment.
"Just the Two of Us" (Street Mix) (featuring Fat Man Scoop and E. Bros.)
Other cover versions
Bill Cosby did a parody version, "Just the Slew of Us", as the theme music for his movie Bill Cosby: Himself. Ralph MacDonald was the writer/producer.
In 1992, the New York City R&B vocal trio Around the Way sampled the song in "Really Into You." They reached #89 on the U.S. Billboard Hot 100 in the fall of that year.[19]
Tiro de Gracia sampled "Just the Two of Us" for her song "El Juego Verdadero", off her 1997 Ser humano!! album.
Will Smith released a single in 1997 which samples and incorporates lyrics from the original. Instead of love between a couple, "Just the Two of Us" focuses on the relationship between a father and son. Smith originally wrote a children's book with the same title and lyrics. For his album, he performed it in rap form.