Pingshan Luo
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Pingshan Luocomputer-science Degrees
Computer Science
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Machine Learning
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Artificial Intelligence
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Computer Science
Pingshan Luo's Degrees
- PhD Computer Science Stanford University
- Masters Computer Science Stanford University
- Bachelors Computer Science Tsinghua University
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(Suggest an Edit or Addition)Pingshan Luo's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Deep Learning Face Attributes in the Wild (2014) (5789)
- Facial Landmark Detection by Deep Multi-task Learning (2014) (1297)
- DeepFashion: Powering Robust Clothes Recognition and Retrieval with Rich Annotations (2016) (1284)
- WIDER FACE: A Face Detection Benchmark (2015) (1188)
- SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers (2021) (964)
- A large-scale car dataset for fine-grained categorization and verification (2015) (682)
- Semantic Image Segmentation via Deep Parsing Network (2015) (625)
- MaskGAN: Towards Diverse and Interactive Facial Image Manipulation (2019) (607)
- From Facial Parts Responses to Face Detection: A Deep Learning Approach (2015) (533)
- Spatial As Deep: Spatial CNN for Traffic Scene Understanding (2017) (521)
- Deep Learning Strong Parts for Pedestrian Detection (2015) (467)
- Two at Once: Enhancing Learning and Generalization Capacities via IBN-Net (2018) (450)
- Pedestrian detection aided by deep learning semantic tasks (2014) (412)
- Sparse R-CNN: End-to-End Object Detection with Learnable Proposals (2020) (408)
- DeepID-Net: Deformable deep convolutional neural networks for object detection (2014) (399)
- Learning Deep Representation for Face Alignment with Auxiliary Attributes (2014) (386)
- PolarMask: Single Shot Instance Segmentation With Polar Representation (2019) (355)
- Pedestrian Attribute Recognition At Far Distance (2014) (334)
- Deep Learning Identity-Preserving Face Space (2013) (284)
- Talking Face Generation by Adversarially Disentangled Audio-Visual Representation (2018) (261)
- Switchable Deep Network for Pedestrian Detection (2014) (244)
- Multi-View Perceptron: a Deep Model for Learning Face Identity and View Representations (2014) (239)
- DeepFashion2: A Versatile Benchmark for Detection, Pose Estimation, Segmentation and Re-Identification of Clothing Images (2019) (232)
- Not All Pixels Are Equal: Difficulty-Aware Semantic Segmentation via Deep Layer Cascade (2017) (223)
- ByteTrack: Multi-Object Tracking by Associating Every Detection Box (2021) (222)
- Hierarchical face parsing via deep learning (2012) (198)
- Face Model Compression by Distilling Knowledge from Neurons (2016) (187)
- From Facial Expression Recognition to Interpersonal Relation Prediction (2016) (184)
- Clothing Co-parsing by Joint Image Segmentation and Labeling (2014) (183)
- Deep Self-Learning From Noisy Labels (2019) (173)
- Fashion Landmark Detection in the Wild (2016) (159)
- DeepID-Net: multi-stage and deformable deep convolutional neural networks for object detection (2014) (145)
- Pedestrian Parsing via Deep Decompositional Network (2013) (143)
- Towards Understanding Regularization in Batch Normalization (2018) (142)
- Differentiable Learning-to-Normalize via Switchable Normalization (2018) (137)
- Learning Social Relation Traits from Face Images (2015) (131)
- Deep Learning Markov Random Field for Semantic Segmentation (2016) (131)
- FaceID-GAN: Learning a Symmetry Three-Player GAN for Identity-Preserving Face Synthesis (2018) (131)
- Clothes Co-Parsing Via Joint Image Segmentation and Labeling With Application to Clothing Retrieval (2016) (123)
- Faceness-Net: Face Detection through Deep Facial Part Responses (2017) (117)
- Context Autoencoder for Self-Supervised Representation Learning (2022) (112)
- CycleMLP: A MLP-like Architecture for Dense Prediction (2021) (107)
- Recover Canonical-View Faces in the Wild with Deep Neural Networks (2014) (94)
- DeepID-Net: Object Detection with Deformable Part Based Convolutional Neural Networks (2017) (93)
- Deep Dual Learning for Semantic Image Segmentation (2017) (85)
- A Deep Sum-Product Architecture for Robust Facial Attributes Analysis (2013) (82)
- Video Object Segmentation with Re-identification (2017) (65)
- Fashion Retrieval via Graph Reasoning Networks on a Similarity Pyramid (2019) (64)
- Vision-Infused Deep Audio Inpainting (2019) (63)
- Deep Representation Learning with Target Coding (2015) (62)
- Switchable Whitening for Deep Representation Learning (2019) (56)
- Unconstrained Fashion Landmark Detection via Hierarchical Recurrent Transformer Networks (2017) (53)
- SCAN: Self-and-Collaborative Attention Network for Video Person Re-Identification (2018) (52)
- SSN: Learning Sparse Switchable Normalization via SparsestMax (2019) (50)
- Representing and recognizing objects with massive local image patches (2012) (50)
- Learning Object Interactions and Descriptions for Semantic Image Segmentation (2017) (47)
- Switchable Normalization for Learning-to-Normalize Deep Representation (2019) (47)
- Joint Face Representation Adaptation and Clustering in Videos (2016) (45)
- End-to-End Dense Video Captioning with Parallel Decoding (2021) (42)
- Multi-Compound Transformer for Accurate Biomedical Image Segmentation (2021) (41)
- Learning to Recognize Pedestrian Attribute (2015) (41)
- What Makes for End-to-End Object Detection? (2020) (35)
- Deep Learning Multi-View Representation for Face Recognition (2014) (34)
- Domain-Adaptive Few-Shot Learning (2020) (33)
- Learning Deep Architectures via Generalized Whitened Neural Networks (2017) (32)
- Dynamic Visual Reasoning by Learning Differentiable Physics Models from Video and Language (2021) (31)
- WIDER Face and Pedestrian Challenge 2018: Methods and Results (2019) (31)
- FaceFeat-GAN: a Two-Stage Approach for Identity-Preserving Face Synthesis (2018) (29)
- Mix-and-Match Tuning for Self-Supervised Semantic Segmentation (2017) (28)
- AMOS: A Large-Scale Abdominal Multi-Organ Benchmark for Versatile Medical Image Segmentation (2022) (28)
- TextSR: Content-Aware Text Super-Resolution Guided by Recognition (2019) (26)
- STAR: A Structure-aware Lightweight Transformer for Real-time Image Enhancement (2021) (25)
- Learning and Transferring Multi-task Deep Representation for Face Alignment (2014) (25)
- Differentiable Learning-to-Group Channels via Groupable Convolutional Neural Networks (2019) (25)
- ViPNAS: Efficient Video Pose Estimation via Neural Architecture Search (2021) (24)
- Not All Tokens Are Equal: Human-centric Visual Analysis via Token Clustering Transformer (2022) (24)
- Kalman Normalization: Normalizing Internal Representations Across Network Layers (2018) (23)
- When Human Pose Estimation Meets Robustness: Adversarial Algorithms and Benchmarks (2021) (23)
- PolarMask++: Enhanced Polar Representation for Single-Shot Instance Segmentation and Beyond (2021) (23)
- Language as Queries for Referring Video Object Segmentation (2022) (22)
- Revitalizing CNN Attentions via Transformers in Self-Supervised Visual Representation Learning (2021) (19)
- Semantics-driven portrait cartoon stylization (2010) (19)
- Adversarial Robustness for Unsupervised Domain Adaptation (2021) (19)
- Batch Kalman Normalization: Towards Training Deep Neural Networks with Micro-Batches (2018) (18)
- Differentiable Dynamic Normalization for Learning Deep Representation (2019) (18)
- Once a MAN: Towards Multi-Target Attack via Learning Multi-Target Adversarial Network Once (2019) (17)
- Segmenting Transparent Objects in the Wild with Transformer (2021) (17)
- Bringing Events into Video Deblurring with Non-consecutively Blurry Frames (2021) (16)
- A Bottom-Up DAG Structure Extraction Model for Math Word Problems (2021) (16)
- Numerical simulation and analysis of natural convective flow and heat transfer of nanofluid under electric field (2020) (14)
- Panoptic SegFormer (2021) (13)
- Rethinking the Pruning Criteria for Convolutional Neural Network (2021) (13)
- Learning Compositional Shape Models of Multiple Distance Metrics by Information Projection (2016) (13)
- An Empirical Investigation of Representation Learning for Imitation (2022) (12)
- CReSCENT: CanceR Single Cell ExpressioN Toolkit (2020) (12)
- Learning Shape Detector by Quantizing Curve Segments with Multiple Distance Metrics (2010) (11)
- Natural convective heat transfer investigation of nanofluids affected by electrical field with periodically changed direction (2021) (11)
- Identifying cell types from single-cell data based on similarities and dissimilarities between cells (2021) (10)
- vPipe: A Virtualized Acceleration System for Achieving Efficient and Scalable Pipeline Parallel DNN Training (2022) (10)
- Simulation of a new hybrid particle swarm optimization algorithm (2007) (9)
- Design of Hybrid Dual-Path DC-DC Converter with Wide Input Voltage Efficiency Improvement (2021) (9)
- EigenNet: Towards Fast and Structural Learning of Deep Neural Networks (2017) (7)
- Do Normalization Layers in a Deep ConvNet Really Need to Be Distinct? (2018) (7)
- Human Centric Visual Analysis with Deep Learning (2019) (6)
- Detection and localization of hand fractures based on GA_Faster R-CNN (2021) (6)
- Generative Neural Machine for Tree Structures (2017) (6)
- Objects in Semantic Topology (2021) (6)
- Multi-frame Collaboration for Effective Endoscopic Video Polyp Detection via Spatial-Temporal Feature Transformation (2021) (5)
- Towards High-Quality Temporal Action Detection with Sparse Proposals (2021) (5)
- Learning Object-Language Alignments for Open-Vocabulary Object Detection (2022) (5)
- Don't Touch What Matters: Task-Aware Lipschitz Data Augmentation for Visual Reinforcement Learning (2022) (5)
- Integration of enterprise resource planning system based on SOAP (2004) (4)
- A Unified Multi-Scenario Attacking Network for Visual Object Tracking (2021) (4)
- Construction progress of camera-trapping database from the Nature Reserves Biological Specimen Resources Sharing Sub-platform (2020) (4)
- Flow-based Recurrent Belief State Learning for POMDPs (2022) (4)
- Optimization of configuration for home micro-grid cogeneration system based on Wind-PV/T-PEMFC (2022) (4)
- Joint semantic segmentation by searching for compatible-competitive references (2012) (4)
- Hierarchical 3D perception from a single image (2009) (3)
- Normalization of the Immune Microenvironment during Lenalidomide Maintenance Is Associated with Sustained MRD Negativity in Patients with Multiple Myeloma (2021) (3)
- Predicting disease‐associated genes: Computational methods, databases, and evaluations (2020) (3)
- FAST: Searching for a Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation (2021) (3)
- Experimental study of natural convection heat transfer characteristics affected by electrical field with periodically changed direction (2022) (3)
- Compensation Tracker: Reprocessing Lost Object for Multi-Object Tracking (2020) (3)
- Towards Improving Generalization of Deep Networks via Consistent Normalization (2019) (3)
- Predicting disease‐associated genes: Computational methods, databases, and evaluations (2020) (3)
- CUImage: A Neverending Learning Platform on a Convolutional Knowledge Graph of Billion Web Images (2018) (2)
- Efficient flash-aware page-mapping cache management for on-board remote sensing image processing (2018) (2)
- Image Deblurring Aided by Low-Resolution Events (2022) (2)
- Deep Learning Face Attributes for Detection and Alignment (2017) (2)
- Inhibition of GSDMD Activates Poly(ADP-ribosyl)ation and Promotes Myocardial Ischemia-Reperfusion Injury (2022) (2)
- Extracting Zero-shot Structured Information from Form-like Documents: Pretraining with Keys and Triggers (2021) (2)
- Pose for Everything: Towards Category-Agnostic Pose Estimation (2022) (1)
- Identification and Detection for Plant Disease Based on Image Segmentation and Deep Learning (2022) (1)
- BWCP: Probabilistic Learning-to-Prune Channels for ConvNets via Batch Whitening (2021) (1)
- A wide-input-range, low quiescent current LDO with E/D reference for piezoelectric energy harvesting (2022) (1)
- Towards Understanding Third-party Library Dependency in C/C++ Ecosystem (2022) (1)
- FTO/RUNX2 signaling axis promotes cementoblast differentiation under normal and inflammatory condition. (2022) (1)
- SRC-3 deficiency prevents atherosclerosis development by decreasing endothelial ICAM-1 expression to attenuate macrophage recruitment (2022) (1)
- Crystal growth and spectroscopic analysis of Ho:Lu2O3 crystal for mid-infrared emission (2022) (1)
- Extracting Variable-Depth Logical Document Hierarchy from Long Documents: Method, Evaluation, and Application (2021) (1)
- LibDB: An Effective and Efficient Framework for Detecting Third-Party Libraries in Binaries (2022) (1)
- Decomposed Mutual Information Optimization for Generalized Context in Meta-Reinforcement Learning (2022) (1)
- Seamless Mode-Switch Control Scheme for Primary Side Regulation Flyback With Capacitorless Self-Adaptive Startup (2021) (1)
- On Batch Adaptive Training for Deep Learning: Lower Loss and Larger Step Size (2018) (1)
- FAT: Frequency-Aware Transformation for Bridging Full-Precision and Low-Precision Deep Representations. (2022) (1)
- MGL: Mutual Graph Learning for Camouflaged Object Detection (2022) (1)
- Accelerating PET Image Reconstruction with CUDA (2022) (0)
- Road Genome: A Topology Reasoning Benchmark for Scene Understanding in Autonomous Driving (2023) (0)
- From Facial Expression Recognition to Interpersonal Relation Prediction (2017) (0)
- MaskPlace: Fast Chip Placement via Reinforced Visual Representation Learning (2022) (0)
- A 1.25-1.8V Reference-Free Capacitor Sample-Hold Oscillator Architecture with 22.19ppm/°C at 58.9kHz (2023) (0)
- A Discriminative Model for Object Representation and Detection via Sparse Features (2010) (0)
- Boost Converter with a Start-Up Strategy of Sharing Main Power NMOS for Scalable Cotton-Yarn-Based Battery (2022) (0)
- A fast global optimal method based on combinations of MLS and PSO algorithm (2007) (0)
- P087: Integrated analysis of cell-free DNA for the detection of malignant peripheral nerve sheath tumors in patients with neurofibromatosis type 1 (2023) (0)
- Improved Spectral Clustering Method for Identifying Cell Types from Single-Cell Data (2019) (0)
- Advanced control of combined integrating systems (2008) (0)
- Multiple Germline Events Contribute to Cancer Development in Patients with Li-Fraumeni Syndrome (2023) (0)
- LibDB (2022) (0)
- Evaluation of single-cell RNAseq labelling algorithms using cancer datasets (2022) (0)
- Real-time Controllable Denoising for Image and Video (2023) (0)
- Fashion Retrieval via Graph Reasoning Networks on a Similarity Pyramid (2023) (0)
- A novel DC-DC converter and LDO cascaded circuit with improved dynamic response and loop stability (2021) (0)
- Topology Reasoning for Driving Scenes (2023) (0)
- Neural Modeling of Portrait Bas-relief from a Single Photograph. (2022) (0)
- Towards Document Panoptic Segmentation with Pinpoint Accuracy: Method and Evaluation (2021) (0)
- Deep learning for attribute inference, parsing, and recognition of face (2014) (0)
- Extraction of Local Expression Features through Combination with DT _ CWT and DCT Based on ASM (2016) (0)
- A fast global optimal technique based on combinations of improved radial basis functions and tabu search method (2004) (0)
- MPFracNet: A Deep Learning Algorithm for Metacarpophalangeal Fracture Detection with Varied Difficulties (2023) (0)
- Optimizing Facial Landmark Detection by Facial Attribute Learning (2014) (0)
- Associations of Dietary Macroelements with Knee Joint Structures, Symptoms, Quality of Life, and Comorbid Conditions in People with Symptomatic Knee Osteoarthritis (2022) (0)
- Integrated, Longitudinal Analysis of Cell-free DNA in Uveal Melanoma (2023) (0)
- High Relief Modeling from 3D Object Through Laplacian-based Surface Deformation (2021) (0)
- Identifying disease-associated genes based on artificial intelligence (2019) (0)
- Adaptive duty ratio modulation technique in switching DC–DC converter operating in discontinuous conduction mode (2013) (0)
- A Novel Ladder Control Assisted Startup for Primary Side Regulated Flyback Converter (2021) (0)
- A Low Power Zero Current Detector for Synchronous Buck Converter (2022) (0)
- Qualitative analysis of trace quinolone antibiotics by SERS with fine structure dependent sensitivity. (2022) (0)
- Evaluation of single-cell RNA-seq clustering algorithms on cancer tumor datasets (2022) (0)
- Portrait Relief Modeling and Animation Making through Convolutional Neural Networks (2022) (0)
- Positive Periodic Solutions of Nonautonomous Delayed Predator-Prey System with Pulse Controls (2021) (0)
- Rhein ameliorates transverse aortic constriction-induced cardiac hypertrophy via regulating STAT3 and p38 MAPK signaling pathways (2022) (0)
- A High PSR LDO with Adaptive Loop Switching Control and Feedforward Ripple Cancellation Techniques (2022) (0)
- MetaDance: Few-shot Dancing Video Retargeting via Temporal-aware Meta-learning (2022) (0)
- Deep Representation Learning with Target Coding Supplementary Material (2014) (0)
- A self‐biased and all‐in‐one voltage and current reference (2020) (0)
- Scheduling Large-scale Distributed Training via Reinforcement Learning (2018) (0)
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