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Mengchen Liu
Mengchen Liu
18
papers
6,501
total citations
papers (18)
CvT: Introducing Convolutions to Vision Transformers
ICCV 2021
arXiv
2,302
citations
Dynamic Convolution: Attention Over Convolution Kernels
CVPR 2020
arXiv
1,196
citations
Dynamic Head: Unifying Object Detection Heads With Attentions
CVPR 2021
arXiv
811
citations
Mobile-Former: Bridging MobileNet and Transformer
CVPR 2022
arXiv
634
citations
TinyViT: Fast Pretraining Distillation for Small Vision Transformers
ECCV 2022
arXiv
410
citations
BEVT: BERT Pretraining of Video Transformers
CVPR 2022
arXiv
249
citations
Dynamic ReLU
ECCV 2020
arXiv
198
citations
MiniViT: Compressing Vision Transformers With Weight Multiplexing
CVPR 2022
arXiv
158
citations
Masked Video Distillation: Rethinking Masked Feature Modeling for Self-Supervised Video Representation Learning
CVPR 2023
arXiv
121
citations
TinyCLIP: CLIP Distillation via Affinity Mimicking and Weight Inheritance
ICCV 2023
arXiv
104
citations
MicroNet: Improving Image Recognition With Extremely Low FLOPs
ICCV 2021
arXiv
104
citations
Reduce Information Loss in Transformers for Pluralistic Image Inpainting
CVPR 2022
arXiv
89
citations
Stronger NAS with Weaker Predictors
NEURIPS 2021
arXiv
55
citations
Detection Hub: Unifying Object Detection Datasets via Query Adaptation on Language Embedding
CVPR 2023
arXiv
28
citations
DA-NAS: Data Adapted Pruning for Efficient Neural Architecture Search
ECCV 2020
arXiv
22
citations
Learning from Rich Semantics and Coarse Locations for Long-tailed Object Detection
NEURIPS 2023
arXiv
15
citations
Should All Proposals Be Treated Equally in Object Detection?
ECCV 2022
arXiv
4
citations
Exploring Invariance in Images through One-way Wave Equations
ICML 2025
arXiv
1
citations
