Sung Ju Hwang

Best Publications

• Learning to propagate labels: Transductive propagation network for few-shot learning

  Yanbin Liu;Juho Lee;Minseop Park;Saehoon Kim

  627
  Citations

• MPViT: Multi-Path Vision Transformer for Dense Prediction

  Unknown

  320
  Citations

• Sharing features between objects and their attributes

  Sung Ju Hwang;Fei Sha;Kristen Grauman

  159
  Citations

• Lifelong Learning with Dynamically Expandable Networks

  Unknown

  159
  Citations

• Learning the Relative Importance of Objects from Tagged Images for Retrieval and Cross-Modal Search

  Sung Ju Hwang;Kristen Grauman

  145
  Citations

• Reading between the lines: Object localization using implicit cues from image tags

  Sung Ju Hwang;Kristen Grauman

  132
  Citations

• Combined Group and Exclusive Sparsity for Deep Neural Networks

  Unknown

  131
  Citations

• Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity

  Unknown

  110
  Citations

• Learning a Tree of Metrics with Disjoint Visual Features

  Kristen Grauman;Fei Sha;Sung Ju Hwang

  101
  Citations

• Asymmetric multi-task learning based on task relatedness and loss

  Unknown

  96
  Citations

• Learning What and Where to Transfer

  Yunhun Jang;Hankook Lee;Sung Ju Hwang;Jinwoo Shin

  89
  Citations

• Accounting for the Relative Importance of Objects in Image Retrieval

  Sung Ju Hwang;Kristen L Grauman

  86
  Citations

• Distribution Aligning Refinery of Pseudo-label for Imbalanced Semi-supervised Learning

  Jaehyung Kim;Youngbum Hur;Sejun Park;Eunho Yang

  84
  Citations

• Adversarial Self-Supervised Contrastive Learning

  Unknown

  79
  Citations

• Context-based automatic local image enhancement

  Sung Ju Hwang;Ashish Kapoor;Sing Bing Kang

  77
  Citations

• Meta-Learning for Short Utterance Speaker Recognition with Imbalance Length Pairs

  Unknown

  76
  Citations

• Distribution Aligning Refinery of Pseudo-label for Imbalanced Semi-supervised Learning

  Jaehyung Kim;Youngbum Hur;Sejun Park;Eunho Yang

  76
  Citations

• Accurate Learning of Graph Representations with Graph Multiset Pooling

  Unknown

  73
  Citations

• FedMix: Approximation of Mixup under Mean Augmented Federated Learning

  Unknown

  70
  Citations

• Federated Continual Learning with Weighted Inter-client Transfer

  Unknown

  70
  Citations