← Authors

Junjie Yan

82 papers · 2013–2023 · 7 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (7) πŸƒ Academic Marathon (10) 🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (96) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏠 Conference Loyalist (42) 🀝 Dynamic Duo (18) πŸ”¬ Deep Specialist (22) 🧬 Topic Evolution 🌱 Topic Pioneer πŸ† Keyword Champion (6) πŸ† Grand Slam πŸ—ƒοΈ Keyword Collector (289) πŸ“ˆ Trend Setter ⚑ Prolific Year (14) πŸš€ Conference Pioneer πŸ’Ž Century Club (82) πŸ”₯ Unstoppable (11)

Conferences

CVPR (42) ICCV (18) ECCV (10) AAAI (4) ICLR (4) NIPS (3) ICML (1)

Top co-authors

Wei Wu (18) Wanli Ouyang (16) Ming Sun (12) CHEN LIN (11) Xiaogang Wang (11) Jing Shao (10) Chuming Li (8) Stan Z. Li (7) Weihao Gan (7) Yu Qiao (7)

Keywords

convolutional neural network (17) object detection (15) model compression (11) neural architecture search (9) neural network optimization (7) image classification (6) face detection (6) person re-identification (6) face recognition (6) neural network (4) adversarial learning (4) feature learning (4) dilated convolution (3) metric learning (3) face verification (3) deep learning (3) feature embedding (3) pedestrian detection (3) multi-task learning (2) representation learning (2)

Papers

PETRv2: A Unified Framework for 3D Perception from Multi-Camera Images ICCV 2023
Cross Modal Transformer: Towards Fast and Robust 3D Object Detection ICCV 2023
Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm ICLR 2022
cosFormer: Rethinking Softmax In Attention ICLR 2022
BSN++: Complementary Boundary Regressor with Scale-Balanced Relation Modeling for Temporal Action Proposal Generation AAAI 2021
Once Quantization-Aware Training: High Performance Extremely Low-Bit Architecture Search ICCV 2021
Geometry Uncertainty Projection Network for Monocular 3D Object Detection ICCV 2021
BN-NAS: Neural Architecture Search With Batch Normalization ICCV 2021
GLiT: Neural Architecture Search for Global and Local Image Transformer ICCV 2021
Learning Statistical Texture for Semantic Segmentation CVPR 2021
GAIA: A Transfer Learning System of Object Detection That Fits Your Needs CVPR 2021
Temporal Context Aggregation Network for Temporal Action Proposal Refinement CVPR 2021
Inception Convolution With Efficient Dilation Search CVPR 2021
Context-Aware Graph Convolution Network for Target Re-identification AAAI 2021
SSN3D: Self-Separated Network to Align Parts for 3D Convolution in Video Person Re-Identification AAAI 2021
AutoSampling: Search for Effective Data Sampling Schedules ICML 2021
Improving Auto-Augment via Augmentation-Wise Weight Sharing NIPS 2020
Learning to Auto Weight: Entirely Data-Driven and Highly Efficient Weighting Framework AAAI 2020
Learning Connectivity of Neural Networks from a Topological Perspective ECCV 2020
Class-wise Dynamic Graph Convolution for Semantic Segmentation ECCV 2020
Powering One-shot Topological NAS with Stabilized Share-parameter Proxy ECCV 2020
MimicDet: Bridging the Gap Between One-Stage and Two-Stage Object Detection ECCV 2020
Efficient Transfer Learning via Joint Adaptation of Network Architecture and Weight ECCV 2020
Towards Unified INT8 Training for Convolutional Neural Network CVPR 2020
DMCP: Differentiable Markov Channel Pruning for Neural Networks CVPR 2020
Rotation Consistent Margin Loss for Efficient Low-Bit Face Recognition CVPR 2020
Improving One-Shot NAS by Suppressing the Posterior Fading CVPR 2020
Large-Scale Object Detection in the Wild From Imbalanced Multi-Labels CVPR 2020
Computation Reallocation for Object Detection ICLR 2020
Towards Stabilizing Batch Statistics in Backward Propagation of Batch Normalization ICLR 2020
Adaptive Dilated Network With Self-Correction Supervision for Counting CVPR 2020
COCAS: A Large-Scale Clothes Changing Person Dataset for Re-Identification CVPR 2020
CelebA-Spoof: Large-Scale Face Anti-Spoofing Dataset with Rich Annotations ECCV 2020
Equalization Loss for Long-Tailed Object Recognition CVPR 2020
SiamRPN++: Evolution of Siamese Visual Tracking With Very Deep Networks CVPR 2019
Efficient Neural Architecture Transformation Search in Channel-Level for Object Detection NIPS 2019
Learning to Cluster Faces on an Affinity Graph CVPR 2019
Fully Quantized Network for Object Detection CVPR 2019
Video Generation From Single Semantic Label Map CVPR 2019
Dynamic Recursive Neural Network CVPR 2019
Grid R-CNN CVPR 2019
IRLAS: Inverse Reinforcement Learning for Architecture Search CVPR 2019
R3 Adversarial Network for Cross Model Face Recognition CVPR 2019
P2SGrad: Refined Gradients for Optimizing Deep Face Models CVPR 2019
Knowledge Distillation via Route Constrained Optimization ICCV 2019
STM: SpatioTemporal and Motion Encoding for Action Recognition ICCV 2019
Differentiable Soft Quantization: Bridging Full-Precision and Low-Bit Neural Networks ICCV 2019
Dynamic Curriculum Learning for Imbalanced Data Classification ICCV 2019
CAMP: Cross-Modal Adaptive Message Passing for Text-Image Retrieval ICCV 2019
Online Hyper-Parameter Learning for Auto-Augmentation Strategy ICCV 2019
AM-LFS: AutoML for Loss Function Search ICCV 2019
POD: Practical Object Detection With Scale-Sensitive Network ICCV 2019
Fully Motion-Aware Network for Video Object Detection ECCV 2018
Deep Cocktail Network: Multi-Source Unsupervised Domain Adaptation With Category Shift CVPR 2018
Practical Block-Wise Neural Network Architecture Generation CVPR 2018
Exploring Disentangled Feature Representation Beyond Face Identification CVPR 2018
FaceID-GAN: Learning a Symmetry Three-Player GAN for Identity-Preserving Face Synthesis CVPR 2018
End-to-End Flow Correlation Tracking With Spatial-Temporal Attention CVPR 2018
Synaptic Strength For Convolutional Neural Network NIPS 2018
High Performance Visual Tracking With Siamese Region Proposal Network CVPR 2018
Beyond Trade-Off: Accelerate FCN-Based Face Detector With Higher Accuracy CVPR 2018
Eliminating Background-Bias for Robust Person Re-Identification CVPR 2018
FOTS: Fast Oriented Text Spotting With a Unified Network CVPR 2018
Consensus-Driven Propagation in Massive Unlabeled Data for Face Recognition ECCV 2018
Distractor-aware Siamese Networks for Visual Object Tracking ECCV 2018
Quantization Mimic: Towards Very Tiny CNN for Object Detection ECCV 2018
Mimicking Very Efficient Network for Object Detection CVPR 2017
Object Detection in Videos With Tubelet Proposal Networks CVPR 2017
Recurrent Scale Approximation for Object Detection in CNN ICCV 2017
Orientation Invariant Feature Embedding and Spatial Temporal Regularization for Vehicle Re-Identification ICCV 2017
HydraPlus-Net: Attentive Deep Features for Pedestrian Analysis ICCV 2017
Scale-Aware Face Detection CVPR 2017
Quality Aware Network for Set to Set Recognition CVPR 2017
Spindle Net: Person Re-Identification With Human Body Region Guided Feature Decomposition and Fusion CVPR 2017
Joint Training of Cascaded CNN for Face Detection CVPR 2016
CRAFT Objects From Images CVPR 2016
High-Fidelity Pose and Expression Normalization for Face Recognition in the Wild CVPR 2015
Object Detection by Labeling Superpixels CVPR 2015
Convolutional Channel Features ICCV 2015
Multiple Target Tracking Based on Undirected Hierarchical Relation Hypergraph CVPR 2014
The Fastest Deformable Part Model for Object Detection CVPR 2014
Robust Multi-resolution Pedestrian Detection in Traffic Scenes CVPR 2013