Yinpeng Chen
35 papers · 2013–2025 · 8 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (59) π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
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Triple Crown
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Grand Slam
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Keyword Champion
(4)
π§
Keyword Pioneer
π€
Dynamic Duo
(22)
β‘
Prolific Year Β· Productive
π₯
Unstoppable Β· Bronze
β
The Questioner
π
Century Club Β· Bronze
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Conference Pioneer
ποΈ
Keyword Collector
(159)
Top co-authors
Research topics
Deep Learning
(24)
Machine Learning
(21)
Computer Vision
(18)
Analysis
(11)
Application Areas
(11)
Architectures
(11)
Learning Types Β· Machine Learning
(11)
Learning Types Β· Deep Learning
(10)
Core Methods
(7)
Techniques
(7)
Artificial Intelligence
(6)
Optimization & Theory
(5)
Core AI Β· Artificial Intelligence
(4)
Processing
(4)
Core AI Β· Computer Vision
(3)
Keywords
object detection
(7)
self-supervised learning
(4)
full waveform inversion
(4)
seismic data
(4)
contrastive learning
(4)
convolutional neural network
(4)
unsupervised learning
(3)
image classification
(3)
efficient computing
(3)
attention mechanism
(3)
parameter efficiency
(2)
vision transformer
(2)
adversarial learning
(2)
feature pyramid
(2)
deep learning
(2)
class imbalance
(2)
few-shot learning
(2)
image restoration
(2)
representation learning
(2)
knowledge distillation
(2)
Papers
Exploring Invariance in Images through One-way Wave Equations
ICML 2025
MELODI: Exploring Memory Compression for Long Contexts
ICLR 2025
Auto-Linear Phenomenon in Subsurface Imaging
ICML 2024
Completing Visual Objects via Bridging Generation and Segmentation
ICML 2024
Efficient Modulation for Vision Networks
ICLR 2024
$\mathbf{\mathbb{E}^{FWI}}$: Multiparameter Benchmark Datasets for Elastic Full Waveform Inversion of Geophysical Properties
NeurIPS 2023
Detection Hub: Unifying Object Detection Datasets via Query Adaptation on Language Embedding
CVPR 2023
Find Beauty in the Rare: Contrastive Composition Feature Clustering for Nontrivial Cropping Box Regression
AAAI 2023
Improving Adversarial Robustness of Masked Autoencoders via Test-time Frequency-domain Prompting
ICCV 2023
Layer Grafted Pre-training: Bridging Contrastive Learning And Masked Image Modeling For Label-Efficient Representations
ICLR 2023
Learning from Rich Semantics and Coarse Locations for Long-tailed Object Detection
NeurIPS 2023
Masked Video Distillation: Rethinking Masked Feature Modeling for Self-Supervised Video Representation Learning
CVPR 2023
PaintSeg: Painting Pixels for Training-free Segmentation
NeurIPS 2023
An Intriguing Property of Geophysics Inversion
ICML 2022
BEVT: BERT Pretraining of Video Transformers
CVPR 2022
Mobile-Former: Bridging MobileNet and Transformer
CVPR 2022
OpenFWI: Large-scale Multi-structural Benchmark Datasets for Full Waveform Inversion
NeurIPS 2022
Reduce Information Loss in Transformers for Pluralistic Image Inpainting
CVPR 2022
SC-UDA: Style and Content Gaps Aware Unsupervised Domain Adaptation for Object Detection
WACV 2022
Should All Proposals Be Treated Equally in Object Detection?
ECCV 2022
Unsupervised Learning of Full-Waveform Inversion: Connecting CNN and Partial Differential Equation in a Loop
ICLR 2022
Dynamic DETR: End-to-End Object Detection With Dynamic Attention
ICCV 2021
Dynamic Head: Unifying Object Detection Heads With Attentions
CVPR 2021
Dynamic Transfer for Multi-Source Domain Adaptation
CVPR 2021
Improve Unsupervised Pretraining for Few-Label Transfer
ICCV 2021
MicroNet: Improving Image Recognition With Extremely Low FLOPs
ICCV 2021
Revisiting Dynamic Convolution via Matrix Decomposition
ICLR 2021
Stronger NAS with Weaker Predictors
NeurIPS 2021
DA-NAS: Data Adapted Pruning for Efficient Neural Architecture Search
ECCV 2020
Dynamic Convolution: Attention Over Convolution Kernels
CVPR 2020
Dynamic ReLU
ECCV 2020
Rethinking Classification and Localization for Object Detection
CVPR 2020
Large Scale Incremental Learning
CVPR 2019
Reinforced Temporal Attention and Split-Rate Transfer for Depth-Based Person Re-Identification
ECCV 2018
Tensor-Based Human Body Modeling
CVPR 2013