LoOp: Looking for Optimal Hard Negative Embeddings for Deep Metric Learning Bhavya Vasudeva*, Puneesh Deora*, Saumik Bhattacharya, Umapada Pal, Sukalpa Chanda (* Authors contributed equally.)