activity
20172023
most citedSupervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm

128 citations · 932 across the 39 of their papers we have counts for

collaborators
Showing 2021Show all

7 papers · 1 filter

cs.CV2021★ 2 cited

ForgeryNet -- Face Forgery Analysis Challenge 2021: Methods and Results

Yinan He, Lu Sheng, Jing Shao +19

The rapid progress of photorealistic synthesis techniques has reached a critical point where the boundary between real and manipulated images starts to blur. Recently, a mega-scale…

cs.CV2021★ 10 cited

A Simple Long-Tailed Recognition Baseline via Vision-Language Model

Teli Ma, Shijie Geng, Mengmeng Wang +5

The visual world naturally exhibits a long-tailed distribution of open classes, which poses great challenges to modern visual systems. Existing approaches either perform class re-b…

cs.CV2021★ 10 cited

INTERN: A New Learning Paradigm Towards General Vision

Jing Shao, Siyu Chen, Yangguang Li +24

Enormous waves of technological innovations over the past several years, marked by the advances in AI technologies, are profoundly reshaping the industry and the society. However,…

cs.CV2021★ 128 cited

Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm

Yangguang Li, Feng Liang, Lichen Zhao +5

Recently, large-scale Contrastive Language-Image Pre-training (CLIP) has attracted unprecedented attention for its impressive zero-shot recognition ability and excellent transferab…

cs.CV2021★ 7 cited

Few-Shot Domain Expansion for Face Anti-Spoofing

Bowen Yang, Jing Zhang, Zhenfei Yin +1

Face anti-spoofing (FAS) is an indispensable and widely used module in face recognition systems. Although high accuracy has been achieved, a FAS system will never be perfect due to…

cs.CV2021★ 4 cited

ForgeryNet: A Versatile Benchmark for Comprehensive Forgery Analysis

Yinan He, Bei Gan, Siyu Chen +6

The rapid progress of photorealistic synthesis techniques has reached at a critical point where the boundary between real and manipulated images starts to blur. Thus, benchmarking…

cs.CV2021★ 10 cited

CelebA-Spoof Challenge 2020 on Face Anti-Spoofing: Methods and Results

Yuanhan Zhang, Zhenfei Yin, Jing Shao +22

As facial interaction systems are prevalently deployed, security and reliability of these systems become a critical issue, with substantial research efforts devoted. Among them, fa…