I'm the movie-goer in the family. Like you, I try to see all the Oscar nominees, at least the ones nominated for the "big" awards. My late husband liked action movies and some comedies, and he was adamant that most of the Oscar nominees were unappealing to him. I prefer the theater experience; he preferred DVDs so he could rewind and watch certain scenes over and over. Clearly, our preferred film experiences were incompatible.
Rather than fight about it, though, we worked out compromises over the years. When we had kids at home, he would do something with the kids while I went to a matinee (sometimes alone, sometimes with friends). When child care wasn't an issue, I did the movie-going while he pursued one of his hobbies, usually going on a motorcycle ride with other bikers (I never liked riding). Sometimes we went to the theater together and saw different films. And sometimes we actually went together and enjoyed the same movie: "Mystic River" is one I recall that appealed to both of us, and we both loved "kid" movies like "Up," to which we took the whole family.
My answer to your question is, "No, don't give up your movie hobby." In fact, if you were to give it up, you would probably resent having "had" to do so in order to "keep peace." Go, enjoy yourself, and recognize that you and your husband are two individuals with different likes and dislikes--you're not joined at the hip and unable to spend time apart. My husband died 16 months ago, and while I miss him every single day, I have no regrets whatsoever that we had separate likes and dislikes and that we made room in our lives for our separate interests as well as for our time together.
As Kalil Ghibran said, “Let there be spaces in your togetherness, And let the winds of the heavens dance between you. Love one another but make not a bond of love: Let it rather be a moving sea between the shores of your souls. Fill each other's cup but drink not from one cup. Give one another of your bread but eat not from the same loaf. Sing and dance together and be joyous, but let each one of you be alone, Even as the strings of a lute are alone though they quiver with the same music. Give your hearts, but not into each other's keeping. For only the hand of Life can contain your hearts. And stand together, yet not too near together: For the pillars of the temple stand apart, And the oak tree and the cypress grow not in each other's shadow.”