activity
20172025
most citedMeta-SGD: Learning to Learn Quickly for Few-Shot Learning

849 citations · 1.4k across the 49 of their papers we have counts for

collaborators

63 papers

cs.LG2025

Improved Diffusion-based Generative Model with Better Adversarial Robustness

Zekun Wang, Mingyang Yi, Shuchen Xue +4

Diffusion Probabilistic Models (DPMs) have achieved significant success in generative tasks. However, their training and sampling processes suffer from the issue of distribution mi…

cs.CV20222 cited

Generative Negative Text Replay for Continual Vision-Language Pretraining

Shipeng Yan, Lanqing Hong, Hang Xu +4

Vision-language pre-training (VLP) has attracted increasing attention recently. With a large amount of image-text pairs, VLP models trained with contrastive loss have achieved impr…

cs.LG20225 cited

ZooD: Exploiting Model Zoo for Out-of-Distribution Generalization

Qishi Dong, Awais Muhammad, Fengwei Zhou +5

Recent advances on large-scale pre-training have shown great potentials of leveraging a large set of Pre-Trained Models (PTMs) for improving Out-of-Distribution (OoD) generalizatio…

cs.CV20221 cited

Dual-Curriculum Teacher for Domain-Inconsistent Object Detection in Autonomous Driving

Longhui Yu, Yifan Zhang, Lanqing Hong +2

Object detection for autonomous vehicles has received increasing attention in recent years, where labeled data are often expensive while unlabeled data can be collected readily, ca…

cs.CV202264 cited

DetCLIP: Dictionary-Enriched Visual-Concept Paralleled Pre-training for Open-world Detection

Lewei Yao, Jianhua Han, Youpeng Wen +6

Open-world object detection, as a more general and challenging goal, aims to recognize and localize objects described by arbitrary category names. The recent work GLIP formulates t…

cs.CV202237 cited

CAGroup3D: Class-Aware Grouping for 3D Object Detection on Point Clouds

Haiyang Wang, Lihe Ding, Shaocong Dong +5

We present a novel two-stage fully sparse convolutional 3D object detection framework, named CAGroup3D. Our proposed method first generates some high-quality 3D proposals by levera…