Liangli Zheng
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Liangli Zhengcomputer-science Degrees
Computer Science
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Artificial Intelligence
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Computer Science
Liangli Zheng's Degrees
- PhD Computer Science Nanyang Technological University
- Masters Computer Science Nanyang Technological University
- Bachelors Computer Science Nanyang Technological University
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(Suggest an Edit or Addition)Liangli Zheng'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
- Scalable Person Re-identification: A Benchmark (2015) (2887)
- Random Erasing Data Augmentation (2017) (2198)
- Beyond Part Models: Person Retrieval with Refined Part Pooling (2017) (1586)
- Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in Vitro (2017) (1538)
- Re-ranking Person Re-identification with k-Reciprocal Encoding (2017) (1244)
- Person Re-identification: Past, Present and Future (2016) (908)
- MARS: A Video Benchmark for Large-Scale Person Re-Identification (2016) (829)
- A Discriminatively Learned CNN Embedding for Person Reidentification (2016) (724)
- SVDNet for Pedestrian Retrieval (2017) (704)
- Improving Person Re-identification by Attribute and Identity Learning (2017) (641)
- Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification (2017) (638)
- SIFT Meets CNN: A Decade Survey of Instance Retrieval (2016) (585)
- Joint Discriminative and Generative Learning for Person Re-Identification (2019) (544)
- Person Re-identification in the Wild (2016) (516)
- Circle Loss: A Unified Perspective of Pair Similarity Optimization (2020) (491)
- Taking a Closer Look at Domain Shift: Category-Level Adversaries for Semantics Consistent Domain Adaptation (2018) (489)
- Camera Style Adaptation for Person Re-identification (2017) (487)
- Pose-Invariant Embedding for Deep Person Re-Identification (2017) (475)
- Pedestrian Alignment Network for Large-scale Person Re-Identification (2017) (428)
- Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-Identification (2019) (426)
- Generalizing a Person Retrieval Model Hetero- and Homogeneously (2018) (381)
- Unsupervised Person Re-identification: Clustering and Fine-tuning (2017) (380)
- Towards Real-Time Multi-Object Tracking (2019) (373)
- A Bottom-Up Clustering Approach to Unsupervised Person Re-Identification (2019) (350)
- Query-adaptive late fusion for image search and person re-identification (2015) (288)
- Unsupervised Person Re-identification (2017) (272)
- Dual-path Convolutional Image-Text Embeddings with Instance Loss (2017) (234)
- Packing and Padding: Coupled Multi-index for Accurate Image Retrieval (2014) (216)
- Diagnose like a Radiologist: Attention Guided Convolutional Neural Network for Thorax Disease Classification (2018) (215)
- CamStyle: A Novel Data Augmentation Method for Person Re-Identification (2019) (205)
- Dynamic Label Graph Matching for Unsupervised Video Re-identification (2017) (176)
- Coupled Binary Embedding for Large-Scale Image Retrieval (2014) (146)
- Good Practice in CNN Feature Transfer (2016) (140)
- Few-Example Object Detection with Model Communication (2019) (130)
- Linkage Based Face Clustering via Graph Convolution Network (2019) (129)
- Dissecting Person Re-Identification From the Viewpoint of Viewpoint (2018) (122)
- Macro-Micro Adversarial Network for Human Parsing (2018) (114)
- Deep Adversarial Attention Alignment for Unsupervised Domain Adaptation: the Benefit of Target Expectation Maximization (2018) (107)
- Learning to Adapt Invariance in Memory for Person Re-Identification (2019) (94)
- Lp-Norm IDF for Large Scale Image Search (2013) (94)
- Simulating Content Consistent Vehicle Datasets with Attribute Descent (2019) (92)
- Accurate Image Search with Multi-Scale Contextual Evidences (2016) (86)
- Dynamic Graph Co-Matching for Unsupervised Video-Based Person Re-Identification (2019) (82)
- Bayes Merging of Multiple Vocabularies for Scalable Image Retrieval (2014) (79)
- Part-Based Deep Hashing for Large-Scale Person Re-Identification (2017) (77)
- Thorax disease classification with attention guided convolutional neural network (2020) (70)
- A Neural Micro-Expression Recognizer (2019) (65)
- Dual-Path Convolutional Image-Text Embedding (2017) (63)
- The 4th AI City Challenge (2020) (63)
- Attention-based Pyramid Aggregation Network for Visual Place Recognition (2018) (58)
- Learning Object Relation Graph and Tentative Policy for Visual Navigation (2020) (56)
- CycAs: Self-supervised Cycle Association for Learning Re-identifiable Descriptions (2020) (56)
- $\mathcal {L}_p$ -Norm IDF for Scalable Image Retrieval (2014) (56)
- Person Re-identification Meets Image Search (2015) (54)
- Fast Image Retrieval: Query Pruning and Early Termination (2015) (52)
- Are Labels Always Necessary for Classifier Accuracy Evaluation? (2020) (49)
- Twitter100k: A Real-World Dataset for Weakly Supervised Cross-Media Retrieval (2017) (47)
- Visual Phraselet: Refining Spatial Constraints for Large Scale Image Search (2013) (47)
- Learning Part-based Convolutional Features for Person Re-Identification (2019) (47)
- PatchShuffle Regularization (2017) (45)
- The 5th AI City Challenge (2021) (42)
- InterActive: Inter-Layer Activeness Propagation (2016) (42)
- Category-Level Adversarial Adaptation for Semantic Segmentation Using Purified Features (2021) (38)
- Few-shot Object Detection (2017) (36)
- Multiview Detection with Feature Perspective Transformation (2020) (35)
- Robust ImageGraph: Rank-Level Feature Fusion for Image Search (2017) (34)
- From Depth What Can You See? Depth Completion via Auxiliary Image Reconstruction (2020) (33)
- Rethinking Triplet Loss for Domain Adaptation (2020) (33)
- Correlating Edge, Pose With Parsing (2020) (32)
- What Does Rotation Prediction Tell Us about Classifier Accuracy under Varying Testing Environments? (2021) (29)
- VTNet: Visual Transformer Network for Object Goal Navigation (2021) (28)
- Image Classification base on PCA of Multi-view Deep Representation (2019) (27)
- Exploiting Hierarchical Activations of Neural Network for Image Retrieval (2016) (27)
- Recognition From Web Data: A Progressive Filtering Approach (2018) (27)
- Visualizing Adapted Knowledge in Domain Transfer (2021) (26)
- Source Free Domain Adaptation with Image Translation (2020) (23)
- GradNet Image Denoising (2020) (23)
- Modality-Invariant Image-Text Embedding for Image-Sentence Matching (2019) (23)
- Seeing the Big Picture: Deep Embedding with Contextual Evidences (2014) (18)
- Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation) (2021) (18)
- Open Set Adversarial Examples (2018) (17)
- Vehicle Re-Identification with Location and Time Stamps (2019) (17)
- A Locality Aware City-Scale Multi-Camera Vehicle Tracking System (2019) (14)
- Locality Aware Appearance Metric for Multi-Target Multi-Camera Tracking (2019) (13)
- A New Evaluation Protocol and Benchmarking Results for Extendable Cross-media Retrieval (2017) (13)
- Combining Semantic Guidance and Deep Reinforcement Learning For Generating Human Level Paintings (2020) (12)
- Visual reranking with improved image graph (2014) (11)
- Similarity-preserving Image-image Domain Adaptation for Person Re-identification (2018) (11)
- Domain Alignment with Triplets (2018) (10)
- Attribute Descent: Simulating Object-Centric Datasets on the Content Level and Beyond (2022) (9)
- Learning from Web Data: the Benefit of Unsupervised Object Localization (2018) (6)
- Spotting Visual Keywords from Temporal Sliding Windows (2019) (6)
- Label-Free Model Evaluation with Semi-Structured Dataset Representations (2021) (6)
- Learning to Structure an Image With Few Colors (2020) (6)
- Boosting Semi-Supervised Face Recognition With Noise Robustness (2021) (5)
- Learning to simulate complex scenes (2020) (5)
- Tensor index for large scale image retrieval (2015) (5)
- Query Attack via Opposite-Direction Feature:Towards Robust Image Retrieval. (2020) (4)
- Learning to Simulate Complex Scenes for Street Scene Segmentation (2022) (4)
- Intelli-Paint: Towards Developing Human-like Painting Agents (2021) (3)
- Are Labels Necessary for Classifier Accuracy Evaluation? (2020) (3)
- Memory-Free Generative Replay For Class-Incremental Learning (2021) (3)
- Ranking Models in Unlabeled New Environments (2021) (3)
- Dynamic Value Estimation for Single-Task Multi-Scene Reinforcement Learning (2020) (2)
- Adma-GAN: Attribute-Driven Memory Augmented GANs for Text-to-Image Generation. (2022) (2)
- How to Synthesize a Large-Scale and Trainable Micro-Expression Dataset? (2021) (2)
- Coarse2Fine: Two-Layer Fusion For Image Retrieval (2016) (2)
- On the Correlation Among Edge, Pose and Parsing (2021) (2)
- Coloring image search with coupled multi-index (2015) (1)
- Synthetic Data Are as Good as the Real for Association Knowledge Learning in Multi-object Tracking (2021) (1)
- Fine-Grained Classification via Categorical Memory Networks (2020) (1)
- Voxelized 3D Feature Aggregation for Multiview Detection (2021) (1)
- Action Units That Constitute Trainable Micro-expressions (and A Large-scale Synthetic Dataset) (2021) (1)
- Hierarchical image classification with a literally toy dataset (2021) (1)
- DSW feature based Hidden Marcov Model: An application on object identification (2011) (1)
- Query Adaptive Late Fusion for Image Retrieval (2018) (1)
- Adaptive Affinity for Associations in Multi-Target Multi-Camera Tracking (2021) (0)
- On the Large-Scale Transferability of Convolutional Neural Networks (2018) (0)
- Accurate Image Search with Multi-Scale Contextual Evidences (2016) (0)
- Algorithm 1 Dynamic Graph Matching ( DGM ) Input : Unlabelled features (0)
- Enhanced Scene Specificity with Sparse Dynamic Value Estimation (2020) (0)
- Multi-View Correlation Consistency for Semi-Supervised Semantic Segmentation (2022) (0)
- Supplementary Material for “Ranking Models in Unlabeled New Environments” (2021) (0)
- U-Turn: Crafting Adversarial Queries with Opposite-Direction Features (2022) (0)
- Does Keypoint Estimation Benefit Object Detection? An Empirical Study of One-stage and Two-stage Detectors (2021) (0)
- Supplementary Materials: GradNet Image Denoising (2020) (0)
- Learning Image-Text Embeddings with Instance Loss (2021) (0)
- Tensor index for large scale image retrieval (2014) (0)
- Introduction to the Special Section on Contextual Object Analysis in Complex Scenes (2020) (0)
- Large-scale Training Data Search for Object Re-identification (2023) (0)
- Multiview Detection with Cardboard Human Modeling (2022) (0)
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What Schools Are Affiliated With Liangli Zheng?
Liangli Zheng is affiliated with the following schools:
