Qiang Chen

Orcid: 0000-0003-4373-2589

Affiliations:
  • IBM Research, Carlton, VIC, Australia
  • National University of Singapore, Department of Electrical and Computer Engineering, Singapore (PhD 2013)


According to our database1, Qiang Chen authored at least 58 papers between 2010 and 2024.

Collaborative distances:

Timeline

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Bibliography

2024
Improving Multi-modal Large Language Model through Boosting Vision Capabilities.
CoRR, 2024

FullAnno: A Data Engine for Enhancing Image Comprehension of MLLMs.
CoRR, 2024

OVLW-DETR: Open-Vocabulary Light-Weighted Detection Transformer.
CoRR, 2024

LW-DETR: A Transformer Replacement to YOLO for Real-Time Detection.
CoRR, 2024

MS-DETR: Efficient DETR Training with Mixed Supervision.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

VRP-SAM: SAM with Visual Reference Prompt.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
CAE v2: Context Autoencoder with CLIP Latent Alignment.
Trans. Mach. Learn. Res., 2023

Optimization-Based Post-Training Quantization With Bit-Split and Stitching.
IEEE Trans. Pattern Anal. Mach. Intell., 2023

Unified Frequency-Assisted Transformer Framework for Detecting and Grounding Multi-Modal Manipulation.
CoRR, 2023

Enhancing Your Trained DETRs with Box Refinement.
CoRR, 2023

Exploring Effective Factors for Improving Visual In-Context Learning.
CoRR, 2023

Group Pose: A Simple Baseline for End-to-End Multi-person Pose Estimation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

σ-Adaptive Decoupled Prototype for Few-Shot Object Detection.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Group DETR: Fast DETR Training with Group-Wise One-to-Many Assignment.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022
DATE: Dual Assignment for End-to-End Fully Convolutional Object Detection.
CoRR, 2022

CAE v2: Context Autoencoder with CLIP Target.
CoRR, 2022

Group DETR v2: Strong Object Detector with Encoder-Decoder Pretraining.
CoRR, 2022

Group DETR: Fast Training Convergence with Decoupled One-to-Many Label Assignment.
CoRR, 2022

Singular Value Fine-tuning: Few-shot Segmentation requires Few-parameters Fine-tuning.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

MixFormer: Mixing Features across Windows and Dimensions.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

DPNAS: Neural Architecture Search for Deep Learning with Differential Privacy.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Unsupervised Network Quantization via Fixed-Point Factorization.
IEEE Trans. Neural Networks Learn. Syst., 2021

SpatialFlow: Bridging All Tasks for Panoptic Segmentation.
IEEE Trans. Circuits Syst. Video Technol., 2021

Improving Binary Neural Networks through Fully Utilizing Latent Weights.
CoRR, 2021

You Only Look One-Level Feature.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Weakly Supervised Salient Object Detection with Box Annotation.
Proceedings of the Pattern Recognition - 6th Asian Conference, 2021

2020
Robust one-stage object detection with location-aware classifiers.
Pattern Recognit., 2020

Towards Accurate Post-training Network Quantization via Bit-Split and Stitching.
Proceedings of the 37th International Conference on Machine Learning, 2020

2019
Location-aware Upsampling for Semantic Segmentation.
CoRR, 2019

VisDrone-DET2019: The Vision Meets Drone Object Detection in Image Challenge Results.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

2017
FoveaNet: Perspective-Aware Urban Scene Parsing.
Proceedings of the IEEE International Conference on Computer Vision, 2017

2016
Parsing Based on Parselets: A Unified Deformable Mixture Model for Human Parsing.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

2015
Looking Inside Category: Subcategory-Aware Object Recognition.
IEEE Trans. Circuits Syst. Video Technol., 2015

Contextualizing Object Detection and Classification.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

Cross-Domain Image Retrieval with a Dual Attribute-Aware Ranking Network.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Deep domain adaptation for describing people based on fine-grained clothing attributes.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
Snap & Play: Auto-Generated Personalized Find-the-Difference Game.
ACM Trans. Intell. Syst. Technol., 2014

Decomposition and Extraction: A New Framework for Visual Classification.
IEEE Trans. Image Process., 2014

Bin Ratio-Based Histogram Distances and Their Application to Image Classification.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Network In Network.
Proceedings of the 2nd International Conference on Learning Representations, 2014

Towards Unified Object Detection and Semantic Segmentation.
Proceedings of the Computer Vision - ECCV 2014, 2014

Towards Unified Human Parsing and Pose Estimation.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013
Detecting profilable and overlapping communities with user-generated multimedia contents in LBSNs.
ACM Trans. Multim. Comput. Commun. Appl., 2013

Towards optimizing human labeling for interactive image tagging.
ACM Trans. Multim. Comput. Commun. Appl., 2013

VideoPuzzle: Descriptive One-Shot Video Composition.
IEEE Trans. Multim., 2013

Spatio-temporal fisher vector coding for surveillance event detection.
Proceedings of the ACM Multimedia Conference, 2013

A Deformable Mixture Parsing Model with Parselets.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Subcategory-Aware Object Classification.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Efficient Maximum Appearance Search for Large-Scale Object Detection.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012

Object-Layout-Aware Image Retrieval for Personal Album Management.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

Hierarchical matching with side information for image classification.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011
Snap & play: auto-generate personalized find-the-difference mobile game.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Multi-label visual classification with label exclusive context.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Contextualizing object detection and classification.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010
Selective Image Super-Resolution
CoRR, 2010

One person labels one million images.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Factorization towards a classifier.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010


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