In Time: The Best of R.E.M. 1988–2003 is the second official compilation album released by R.E.M. Issued in 2003, it includes tracks from their Warner Bros. Records era, from 1988's Green to 2001's Reveal, as well as two new recordings and two songs from movie soundtracks. The album was the tenth-best-selling album of 2003 in the UK, and the 50th-best-selling album of the 2000s in the UK.

New Adventures in Hi-Fi is the 10th studio album by the American alternative rock band R.E.M. It was their fifth major label release for Warner Bros. Records, released on September 9, 1996, in Europe and Australia and the following day in the United States. New Adventures in Hi-Fi was the last album recorded with founding member Bill Berry (who left the band amicably the following year), original manager Jefferson Holt, and long-time producer Scott Litt. It is also their longest studio album, with a total track time of 65 minutes.