1 code implementation • 11 Feb 2024 • Sungyoon Kim, Yunseon Choi, Daiki E. Matsunaga, Kee-Eung Kim
In this paper, we propose SSD (Sub-trajectory Stitching with Diffusion), a model-based offline GCRL method that leverages the conditional diffusion model to address these limitations.
no code implementations • 6 Feb 2024 • Sungyoon Kim, Mert Pilanci
In this paper, we study the optimality gap between two-layer ReLU networks regularized with weight decay and their convex relaxations.
1 code implementation • 1 Sep 2022 • Euna Jung, Jungwon Park, Jaekeol Choi, Sungyoon Kim, Wonjong Rhee
In particular, many of the high-performing dense retrieval models evaluate representations of query and document using BERT, and subsequently apply a cosine-similarity based scoring to determine the relevance.