Zhenxiang Lin
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Zhenxiang Lincomputer-science Degrees
Computer Science
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Artificial Intelligence
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Computer Science
Zhenxiang Lin'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)Zhenxiang Lin'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
- Generative Image Inpainting with Contextual Attention (2018) (1670)
- A convolutional neural network cascade for face detection (2015) (1168)
- Label Consistent K-SVD: Learning a Discriminative Dictionary for Recognition (2013) (1132)
- Free-Form Image Inpainting With Gated Convolution (2018) (1099)
- Interactive Facial Feature Localization (2012) (874)
- Coupled Dictionary Training for Image Super-Resolution (2012) (769)
- Learning a discriminative dictionary for sparse coding via label consistent K-SVD (2011) (768)
- Top-Down Neural Attention by Excitation Backprop (2016) (726)
- High-Resolution Image Inpainting Using Multi-scale Neural Patch Synthesis (2016) (676)
- MAttNet: Modular Attention Network for Referring Expression Comprehension (2018) (502)
- Towards unified depth and semantic prediction from a single image (2015) (400)
- Minimum Barrier Salient Object Detection at 80 FPS (2015) (396)
- Recognizing actions by shape-motion prototype trees (2009) (333)
- RAPID: Rating Pictorial Aesthetics using Deep Learning (2014) (332)
- Photo Aesthetics Ranking Network with Attributes and Content Adaptation (2016) (328)
- Rethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolution Layers (2018) (327)
- Fast Image Super-Resolution Based on In-Place Example Regression (2013) (316)
- Text Localization in Natural Images Using Stroke Feature Transform and Text Covariance Descriptors (2013) (268)
- Shape-Based Human Detection and Segmentation via Hierarchical Part-Template Matching (2010) (256)
- Foreground-Aware Image Inpainting (2019) (253)
- Deep Multi-patch Aggregation Network for Image Style, Aesthetics, and Quality Estimation (2015) (246)
- Probabilistic Elastic Matching for Pose Variant Face Verification (2013) (228)
- Object retrieval and localization with spatially-constrained similarity measure and k-NN re-ranking (2012) (217)
- Scene Graph Generation With External Knowledge and Image Reconstruction (2019) (205)
- Hierarchical Part-Template Matching for Human Detection and Segmentation (2007) (201)
- Deep Image Harmonization (2017) (184)
- Inner and Inter Label Propagation: Salient Object Detection in the Wild (2015) (183)
- Image Super-Resolution by Neural Texture Transfer (2019) (180)
- A Pose-Invariant Descriptor for Human Detection and Segmentation (2008) (178)
- Rating Image Aesthetics Using Deep Learning (2015) (173)
- Contextual-Based Image Inpainting: Infer, Match, and Translate (2017) (172)
- Large Displacement Optical Flow from Nearest Neighbor Fields (2013) (167)
- Recognizing Human Actions by Learning and Matching Shape-Motion Prototype Trees (2012) (162)
- Detecting and Aligning Faces by Image Retrieval (2013) (151)
- Exemplar-Based Face Parsing (2013) (131)
- Eigen-PEP for Video Face Recognition (2014) (130)
- Recurrent Multimodal Interaction for Referring Image Segmentation (2017) (123)
- Exemplar-Based Graph Matching for Robust Facial Landmark Localization (2013) (112)
- Joint Object and Part Segmentation Using Deep Learned Potentials (2015) (108)
- Salient Object Subitizing (2015) (103)
- Towards High-Resolution Salient Object Detection (2019) (101)
- Temporally Distributed Networks for Fast Video Semantic Segmentation (2020) (101)
- Efficient Boosted Exemplar-Based Face Detection (2014) (99)
- Video Scene Parsing with Predictive Feature Learning (2016) (96)
- GPU Asynchronous Stochastic Gradient Descent to Speed Up Neural Network Training (2013) (96)
- Bilevel sparse coding for coupled feature spaces (2012) (93)
- Structure-Guided Ranking Loss for Single Image Depth Prediction (2020) (93)
- Skeleton Key: Image Captioning by Skeleton-Attribute Decomposition (2017) (90)
- High-Resolution Image Inpainting with Iterative Confidence Feedback and Guided Upsampling (2020) (90)
- CapSal: Leveraging Captioning to Boost Semantics for Salient Object Detection (2019) (89)
- Automatic Image Cropping using Visual Composition, Boundary Simplicity and Content Preservation Models (2014) (87)
- Probabilistic Elastic Part Model for Unsupervised Face Detector Adaptation (2013) (85)
- Unconstrained Salient Object Detection via Proposal Subset Optimization (2016) (83)
- Personalized Image Aesthetics (2017) (76)
- SDC-Depth: Semantic Divide-and-Conquer Network for Monocular Depth Estimation (2020) (75)
- Photo-Sketching: Inferring Contour Drawings From Images (2019) (75)
- Multiple instance fFeature for robust part-based object detection (2009) (75)
- Nonparametric Context Modeling of Local Appearance for Pose- and Expression-Robust Facial Landmark Localization (2014) (72)
- Learning Pairwise Dissimilarity Profiles for Appearance Recognition in Visual Surveillance (2008) (72)
- Predicting Scene Parsing and Motion Dynamics in the Future (2017) (71)
- Real-Time Semantic Segmentation With Fast Attention (2020) (65)
- Multimodal Contrastive Training for Visual Representation Learning (2021) (65)
- Spatially-Constrained Similarity Measurefor Large-Scale Object Retrieval (2014) (61)
- Consensus of Regression for Occlusion-Robust Facial Feature Localization (2014) (61)
- Automatic Content-Aware Color and Tone Stylization (2015) (56)
- Mobile Product Image Search by Automatic Query Object Extraction (2012) (55)
- Distance Encoded Product Quantization (2014) (53)
- Multimodal Style Transfer via Graph Cuts (2019) (52)
- Joint Image-Text Representation by Gaussian Visual-Semantic Embedding (2016) (49)
- Good View Hunting: Learning Photo Composition from Dense View Pairs (2018) (48)
- Scene Parsing with Global Context Embedding (2017) (48)
- FoveaNet: Perspective-Aware Urban Scene Parsing (2017) (47)
- DeepLens: Shallow Depth Of Field From A Single Image (2018) (47)
- Mask Guided Matting via Progressive Refinement Network (2020) (44)
- CR-Fill: Generative Image Inpainting with Auxiliary Contextual Reconstruction (2021) (43)
- Sky is not the limit (2016) (43)
- Adaptive Metric Learning for Saliency Detection (2015) (41)
- Spatial-Semantic Image Search by Visual Feature Synthesis (2017) (38)
- Progressive Attention Networks for Visual Attribute Prediction (2016) (37)
- An Interactive Approach to Pose-Assisted and Appearance-based Segmentation of Humans (2007) (36)
- Discovering Primary Objects in Videos by Saliency Fusion and Iterative Appearance Estimation (2016) (35)
- Going Deeper Into Face Detection: A Survey (2021) (35)
- Fast Video Object Segmentation via Dynamic Targeting Network (2019) (34)
- Fast Appearance Modeling for Automatic Primary Video Object Segmentation (2016) (34)
- A Local Bag-of-Features Model for Large-Scale Object Retrieval (2010) (33)
- Semantic Component Decomposition for Face Attribute Manipulation (2019) (32)
- Learning to Understand Image Blur (2018) (32)
- Active Object Perceiver: Recognition-Guided Policy Learning for Object Searching on Mobile Robots (2018) (31)
- Event-Specific Image Importance (2016) (31)
- Hierarchical Attention Networks (2016) (30)
- Lite Vision Transformer with Enhanced Self-Attention (2021) (29)
- A Multi-level Contextual Model for Person Recognition in Photo Albums (2016) (28)
- Image Inpainting using Multi-Scale Feature Image Translation (2017) (27)
- SSH: A Self-Supervised Framework for Image Harmonization (2021) (25)
- Multi-Instance Visual-Semantic Embedding (2015) (24)
- Expressing Visual Relationships via Language (2019) (24)
- The AdobeIndoorNav Dataset: Towards Deep Reinforcement Learning based Real-world Indoor Robot Visual Navigation (2018) (23)
- Context-Aware Group Captioning via Self-Attention and Contrastive Features (2020) (23)
- Learning Visual Emotion Representations From Web Data (2020) (22)
- PatchCut: Data-driven object segmentation via local shape transfer (2015) (21)
- Multiple Instance Visual-Semantic Embedding (2017) (21)
- A unified tree-based framework for joint action localization, recognition and segmentation (2013) (21)
- Stochastic Downsampling for Cost-Adjustable Inference and Improved Regularization in Convolutional Networks (2018) (20)
- Neural Rejuvenation: Improving Deep Network Training by Enhancing Computational Resource Utilization (2018) (19)
- Data‐Driven Automatic Cropping Using Semantic Composition Search (2015) (19)
- Recognition-based indoor topological navigation using robust invariant features (2005) (19)
- Content-Aware GAN Compression (2021) (19)
- Multi-Scale Aligned Distillation for Low-Resolution Detection (2021) (19)
- Collaborative feature learning from social media (2015) (19)
- LCNN: Low-level Feature Embedded CNN for Salient Object Detection (2015) (18)
- GAPLE: Generalizable Approaching Policy LEarning for Robotic Object Searching in Indoor Environment (2018) (18)
- A Tree-Based Approach to Integrated Action Localization, Recognition and Segmentation (2010) (18)
- Unsupervised Video Object Segmentation with Joint Hotspot Tracking (2020) (17)
- Open-Edit: Open-Domain Image Manipulation with Open-Vocabulary Instructions (2020) (16)
- SmartEye: Assisting Instant Photo Taking via Integrating User Preference with Deep View Proposal Network (2019) (16)
- Deep Image Compositing (2020) (15)
- ALADIN: All Layer Adaptive Instance Normalization for Fine-grained Style Similarity (2021) (15)
- Learning to Detect Multiple Photographic Defects (2016) (14)
- Rao-Blackwellized particle filtering with Gaussian mixture models for robust visual tracking (2014) (14)
- Scaling Object Detection by Transferring Classification Weights (2019) (14)
- Compositing-Aware Image Search (2018) (13)
- Best Frame Selection in a Short Video (2020) (13)
- Recognizing and Curating Photo Albums via Event-Specific Image Importance (2017) (13)
- Shortlist Selection with Residual-Aware Distance Estimator for K-Nearest Neighbor Search (2016) (13)
- Image-Specific Prior Adaptation for Denoising (2015) (13)
- Distance Encoded Product Quantization for Approximate K-Nearest Neighbor Search in High-Dimensional Space (2019) (12)
- Learning an Aesthetic Photo Cropping Cascade (2015) (11)
- Language-Guided Global Image Editing via Cross-Modal Cyclic Mechanism (2021) (11)
- Sequence-to-Segment Networks for Segment Detection (2018) (11)
- UMD_VDT, an Integration of Detection and Tracking Methods for Multiple Human Tracking (2007) (11)
- SketchEdit: Mask-Free Local Image Manipulation with Partial Sketches (2021) (11)
- Sequence-to-Segments Networks for Detecting Segments in Videos (2019) (10)
- Robust Invariant Features for Object Recognition and Mobile Robot Navigation (2005) (9)
- Semantic Layout Manipulation With High-Resolution Sparse Attention (2020) (9)
- Class consistent k-means: Application to face and action recognition (2012) (9)
- Personalized Image Retrieval with Sparse Graph Representation Learning (2020) (9)
- Incorporating Reinforced Adversarial Learning in Autoregressive Image Generation (2020) (8)
- Simultaneous Appearance Modeling and Segmentation for Matching People Under Occlusion (2007) (6)
- Learning to Blend Photos (2018) (6)
- Unselfie: Translating Selfies to Neutral-pose Portraits in the Wild (2020) (6)
- Discriminative feature learning from big data for visual recognition (2015) (6)
- Multitask Text-to-Visual Embedding with Titles and Clickthrough Data (2019) (5)
- Reference-Conditioned Super-Resolution by Neural Texture Transfer (2018) (5)
- Shape Adaptor: A Learnable Resizing Module (2020) (4)
- Temporal Domain Neural Encoder for Video Representation Learning (2017) (4)
- Modeling Shape, Appearance and Motion for Human Movement Analysis (2009) (4)
- Scene Graph Modification Based on Natural Language Commands (2020) (4)
- Video upscaling via spatio-temporal self-similarity (2012) (3)
- LeRoP: A Learning-Based Modular Robot Photography Framework (2019) (3)
- Subcategory-Aware Object Detection (2015) (3)
- Meticulous Object Segmentation (2020) (3)
- DeepLens (2018) (2)
- Automatic Object Recoloring Using Adversarial Learning (2021) (2)
- Scalable Similarity Learning Using Large Margin Neighborhood Embedding (2014) (2)
- Robot learning of manipulation activities with overall planning through precedence graph (2019) (2)
- Fusing Multiple Independent Estimates via Spectral Clustering for Robust Visual Tracking (2012) (2)
- Tree-Based Locally Linear Regression for Image Denoising (2015) (2)
- Multi-scale shared features for cascade object detection (2012) (2)
- Concept Mask: Large-Scale Segmentation from Semantic Concepts (2018) (2)
- Image Inpainting with Contextual Reconstruction Loss (2020) (2)
- Supplementary Materials : Generative Image Inpainting with Contextual Attention (2018) (1)
- Free-Form Image Inpainting with Gated Convolution (Supplementary) (2019) (1)
- Improving Closed and Open-Vocabulary Attribute Prediction Using Transformers (2022) (1)
- Nonlinear Hierarchical Part-Based Regression for Unconstrained Face Alignment (2016) (1)
- Proposing Plausible Answers for Open-ended Visual Question Answering (2016) (1)
- Prototype-Based Methods for Human Movement Modeling (2014) (1)
- Temporally Distributed Networks for Fast Video Segmentation (2020) (1)
- Robust Invariant Feature Extration for Object Recognition and Natural Landmark based Autonomous Navigation (2005) (0)
- WildRefer: 3D Object Localization in Large-scale Dynamic Scenes with Multi-modal Visual Data and Natural Language (2023) (0)
- A Novel Scale-invariant Feature for Recognition and Mobile Robot Navigation (2004) (0)
- Hierarchical Visual Context-based Object Recognition (2005) (0)
- Material of Semantic Component Decomposition for Face Attribute Manipulation (2019) (0)
- Automatic Image Defect Diagnosis (2016) (0)
- Event-specific Image Importance ( Supplementary Material ) (2016) (0)
- Supplementary Material : Deep Image Harmonization (2017) (0)
- Robust Invariant Features for Obj ec t Rec ognition and M obil e Robot Navigation (2005) (0)
- COAT: Correspondence-driven Object Appearance Transfer (2022) (0)
- 3D Object Recognition System based on the Robust Properties of Human Visual System (2004) (0)
- Video Scene Parsing with Predictive Feature Learning : — Supplementary Material — (2017) (0)
- Supplementary material: Multimodal Style Transfer via Graph Cuts (2019) (0)
- Scene Parsing with Global Context Embedding Supplementary Materials (2017) (0)
- Supplementary Material : Top-down Neural Attention by Excitation Backprop (2016) (0)
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