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Efficient Feature Distillation for Zero-shot Annotation Object Detection

21 March 2023

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Papers citing "Efficient Feature Distillation for Zero-shot Annotation Object Detection"

27 / 27 papers shown

Title
CORA: Adapting CLIP for Open-Vocabulary Detection with Region Prompting and Anchor Pre-Matching Xiaoshi Wu Feng Zhu Rui Zhao Hongsheng Li VLM 59 126 0 23 Mar 2023
Object-Aware Distillation Pyramid for Open-Vocabulary Object Detection Luting Wang Yi Liu Penghui Du Zihan Ding Yue Liao Qiaosong Qi Biaolong Chen Si Liu ObjD VLM 127 63 0 10 Mar 2023
Learning to Detect and Segment for Open Vocabulary Object Detection Tao Wang Nan Li VLM ObjD 54 25 0 23 Dec 2022
Fine-grained Visual-Text Prompt-Driven Self-Training for Open-Vocabulary Object Detection Yanxin Long Jianhua Han Runhu Huang Xu Hang Yi Zhu Chunjing Xu Xiaodan Liang VLM ObjD 74 19 0 02 Nov 2022
F-VLM: Open-Vocabulary Object Detection upon Frozen Vision and Language Models Weicheng Kuo Huayu Chen Xiuye Gu A. Piergiovanni A. Angelova MLLM VLM ObjD 136 137 0 30 Sep 2022
Exploiting Unlabeled Data with Vision and Language Models for Object Detection Shiyu Zhao Zhixing Zhang S. Schulter Long Zhao Vijay Kumar B.G Anastasis Stathopoulos Manmohan Chandraker Dimitris N. Metaxas VLM ObjD 89 102 0 18 Jul 2022
Open-Vocabulary DETR with Conditional Matching Yuhang Zang Wei Li Kaiyang Zhou Chen Huang Chen Change Loy ObjD VLM 133 205 0 22 Mar 2022
Open-Vocabulary One-Stage Detection with Hierarchical Visual-Language Knowledge Distillation Zongyang Ma Guan Luo Jin Gao Liang Li Yuxin Chen Shaoru Wang Congxuan Zhang Weiming Hu VLM ObjD 145 84 0 20 Mar 2022
Detecting Twenty-thousand Classes using Image-level Supervision Xingyi Zhou Rohit Girdhar Armand Joulin Phillip Krahenbuhl Ishan Misra CLIP VLM 106 617 0 07 Jan 2022
RegionCLIP: Region-based Language-Image Pretraining Yiwu Zhong Jianwei Yang Pengchuan Zhang Chunyuan Li Noel Codella ... Luowei Zhou Xiyang Dai Lu Yuan Yin Li Jianfeng Gao VLM CLIP 151 580 0 16 Dec 2021
Grounded Language-Image Pre-training Liunian Harold Li Pengchuan Zhang Haotian Zhang Jianwei Yang Chunyuan Li ... Lu Yuan Lei Zhang Lei Li Kai-Wei Chang Jianfeng Gao ObjD VLM 131 1,067 0 07 Dec 2021
Align before Fuse: Vision and Language Representation Learning with Momentum Distillation Junnan Li Ramprasaath R. Selvaraju Akhilesh Deepak Gotmare Shafiq Joty Caiming Xiong Guosheng Lin FaML 221 1,972 0 16 Jul 2021
Open-vocabulary Object Detection via Vision and Language Knowledge Distillation Xiuye Gu Nayeon Lee Weicheng Kuo Huayu Chen VLM ObjD 293 920 0 28 Apr 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 584 4,084 0 18 Apr 2021
Meta Faster R-CNN: Towards Accurate Few-Shot Object Detection with Attentive Feature Alignment G. Han Shiyuan Huang Jiawei Ma Yicheng He Shih-Fu Chang ObjD 61 167 0 15 Apr 2021
Pretrained Transformers as Universal Computation Engines Kevin Lu Aditya Grover Pieter Abbeel Igor Mordatch 56 221 0 09 Mar 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 459 3,893 0 11 Feb 2021
Prefix-Tuning: Optimizing Continuous Prompts for Generation Xiang Lisa Li Percy Liang 252 4,299 0 01 Jan 2021
Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation Golnaz Ghiasi Huayu Chen A. Srinivas Rui Qian Nayeon Lee E. D. Cubuk Quoc V. Le Barret Zoph ISeg 304 992 0 13 Dec 2020
Open-Vocabulary Object Detection Using Captions Alireza Zareian Kevin Dela Rosa Derek Hao Hu Shih-Fu Chang VLM ObjD 134 433 0 20 Nov 2020
Frustratingly Simple Few-Shot Object Detection Xin Wang Thomas E. Huang Trevor Darrell Joseph E. Gonzalez Feng Yu ObjD 221 555 0 16 Mar 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 498 3,443 0 09 Mar 2020
Momentum Contrast for Unsupervised Visual Representation Learning Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross B. Girshick SSL 213 12,124 0 13 Nov 2019
LVIS: A Dataset for Large Vocabulary Instance Segmentation Agrim Gupta Piotr Dollár Ross B. Girshick ISeg VLM 105 1,379 0 08 Aug 2019
FiLM: Visual Reasoning with a General Conditioning Layer Ethan Perez Florian Strub H. D. Vries Vincent Dumoulin Aaron Courville FAtt AIMat OffRL AI4CE 366 2,233 0 22 Sep 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 366 27,244 0 20 Mar 2017
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 485 22,143 0 09 Dec 2016