Mingxi Yang
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Mingxi Yangcomputer-science Degrees
Computer Science
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Artificial Intelligence
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Computer Science
Mingxi Yang'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)Mingxi Yang'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
- Online Object Tracking: A Benchmark (2013) (3580)
- Res2Net: A New Multi-Scale Backbone Architecture (2019) (1118)
- DRIT++: Diverse Image-to-Image Translation via Disentangled Representations (2018) (1049)
- Kernel Eigenfaces vs. Kernel Fisherfaces: Face recognition using kernel methods (2002) (839)
- The Sixth Visual Object Tracking VOT2018 Challenge Results (2018) (582)
- Super SloMo: High Quality Estimation of Multiple Intermediate Frames for Video Interpolation (2017) (536)
- The Visual Object Tracking VOT2017 Challenge Results (2017) (424)
- The Seventh Visual Object Tracking VOT2019 Challenge Results (2019) (320)
- Fast Direct Super-Resolution by Simple Functions (2013) (315)
- Depth-Aware Video Frame Interpolation (2019) (305)
- Video Segmentation via Object Flow (2016) (302)
- Restormer: Efficient Transformer for High-Resolution Image Restoration (2021) (289)
- Mode Seeking Generative Adversarial Networks for Diverse Image Synthesis (2019) (284)
- Multi-Scale Boosted Dehazing Network With Dense Feature Fusion (2020) (270)
- Target-Aware Deep Tracking (2019) (270)
- Spatiotemporal Contrastive Video Representation Learning (2020) (270)
- Dynamic Scene Deblurring Using Spatially Variant Recurrent Neural Networks (2018) (261)
- Intriguing Properties of Vision Transformers (2021) (258)
- Learning Enriched Features for Fast Image Restoration and Enhancement (2020) (246)
- Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation (2020) (240)
- CrDoCo: Pixel-Level Domain Transfer With Cross-Domain Consistency (2019) (223)
- Eidetic 3D LSTM: A Model for Video Prediction and Beyond (2019) (202)
- Learning Spatial-Aware Regressions for Visual Tracking (2017) (192)
- Progressive Domain Adaptation for Object Detection (2019) (176)
- CycleISP: Real Image Restoration via Improved Data Synthesis (2020) (172)
- Single Image Dehazing via Multi-scale Convolutional Neural Networks with Holistic Edges (2019) (161)
- Weakly-Supervised Semantic Segmentation via Sub-Category Exploration (2020) (159)
- Rethinking Class-Balanced Methods for Long-Tailed Visual Recognition From a Domain Adaptation Perspective (2020) (147)
- Detecting human faces in color images (1998) (124)
- Single-Image HDR Reconstruction by Learning to Reverse the Camera Pipeline (2020) (117)
- Quadratic video interpolation (2019) (116)
- Hedging Deep Features for Visual Tracking (2019) (111)
- DRIT++: Diverse Image-to-Image Translation via Disentangled Representations (2020) (103)
- Weakly Supervised Object Localization and Detection: A Survey (2021) (100)
- Self-supervised Single-view 3D Reconstruction via Semantic Consistency (2020) (98)
- Joint-task Self-supervised Learning for Temporal Correspondence (2019) (97)
- Facial Action Coding (2009) (94)
- SCOPS: Self-Supervised Co-Part Segmentation (2019) (93)
- Every Pixel Matters: Center-aware Feature Alignment for Domain Adaptive Object Detector (2020) (85)
- Spatiotemporal GMM for Background Subtraction with Superpixel Hierarchy (2018) (85)
- Context-aware Synthesis and Placement of Object Instances (2018) (84)
- Introduction to the Special Section on Real-World Face Recognition (2011) (76)
- Semi-Supervised Image Dehazing (2019) (72)
- Regularizing Generative Adversarial Networks under Limited Data (2021) (70)
- Face Processing (2009) (70)
- Neural Design Network: Graphic Layout Generation with Constraints (2019) (67)
- V2X-ViT: Vehicle-to-Everything Cooperative Perception with Vision Transformer (2022) (67)
- Collaborative Distillation for Ultra-Resolution Universal Style Transfer (2020) (54)
- Weakly-Supervised Semantic Segmentation by Iterative Affinity Learning (2020) (49)
- Decoupled Dynamic Filter Networks (2021) (48)
- Im2Pencil: Controllable Pencil Illustration From Photographs (2019) (46)
- DeepSaliency : MultiTask Deep Neural Network Model for Salient Object Detection (2018) (45)
- Transfer learning in computer vision tasks: Remember where you come from (2020) (44)
- Fuzzy Vault (2009) (44)
- Referring Expression Object Segmentation with Caption-Aware Consistency (2019) (42)
- Video Frame Interpolation Transformer (2021) (42)
- Face Parsing via Recurrent Propagation (2017) (40)
- Deep Image Deblurring: A Survey (2022) (39)
- Adversarial Learning of Privacy-Preserving and Task-Oriented Representations (2019) (38)
- RetrieveGAN: Image Synthesis via Differentiable Patch Retrieval (2020) (38)
- Online Adaptation for Consistent Mesh Reconstruction in the Wild (2020) (38)
- The Visual Object Tracking VOT 2017 challenge results (2018) (36)
- Learning to See Through Obstructions (2020) (35)
- Show, Match and Segment: Joint Weakly Supervised Learning of Semantic Matching and Object Co-Segmentation (2019) (32)
- Visual Tracking via Boolean Map Representations (2016) (32)
- ViDT: An Efficient and Effective Fully Transformer-based Object Detector (2021) (31)
- Learning to Localize Sound Sources in Visual Scenes: Analysis and Applications (2019) (30)
- Fast Video Multi-Style Transfer (2020) (30)
- Gender classification using support vector machines (2000) (30)
- Switchable Temporal Propagation Network (2018) (30)
- Regularizing Meta-Learning via Gradient Dropout (2020) (28)
- InOut: Diverse Image Outpainting via GAN Inversion (2021) (28)
- NTIRE 2019 Image Dehazing Challenge Report (2019) (27)
- InfinityGAN: Towards Infinite-Pixel Image Synthesis (2021) (26)
- Deep Semantic Matching with Foreground Detection and Cycle-Consistency (2018) (25)
- A Part-Aware Multi-Scale Fully Convolutional Network for Pedestrian Detection (2021) (25)
- Mixup-CAM: Weakly-supervised Semantic Segmentation via Uncertainty Regularization (2020) (25)
- Spatially Variant Linear Representation Models for Joint Filtering (2019) (25)
- RC-DARTS: Resource Constrained Differentiable Architecture Search (2019) (24)
- D2-Net: Weakly-Supervised Action Localization via Discriminative Embeddings and Denoised Activations (2020) (23)
- Learning Spatial and Spatio-Temporal Pixel Aggregations for Image and Video Denoising (2020) (22)
- The Road to Know-Where: An Object-and-Room Informed Sequential BERT for Indoor Vision-Language Navigation (2021) (21)
- Exploiting Semantics for Face Image Deblurring (2020) (21)
- Burst Image Restoration and Enhancement (2021) (21)
- Video Object Detection via Object-Level Temporal Aggregation (2020) (21)
- Gated Fusion Network for Degraded Image Super Resolution (2020) (21)
- Federated Multi-Target Domain Adaptation (2021) (20)
- Exploring Cross-Video and Cross-Modality Signals for Weakly-Supervised Audio-Visual Video Parsing (2021) (20)
- Learning to Stylize Novel Views (2021) (19)
- Large-Scale Unsupervised Semantic Segmentation (2021) (19)
- Dynamic Scene Deblurring by Depth Guided Model (2020) (19)
- Self-Supervised Audio Spatialization with Correspondence Classifier (2019) (18)
- Incremental False Negative Detection for Contrastive Learning (2021) (18)
- Controllable Image Synthesis via SegVAE (2020) (17)
- Robust Tracking via Convolutional Networks without Learning (2015) (17)
- Hybrid Neural Fusion for Full-frame Video Stabilization (2021) (17)
- Modeling Artistic Workflows for Image Generation and Editing (2020) (17)
- An Adaptive Random Path Selection Approach for Incremental Learning. (2019) (17)
- Unsupervised Sound Localization via Iterative Contrastive Learning (2021) (16)
- Inserting Videos Into Videos (2019) (16)
- End-to-end Multi-modal Video Temporal Grounding (2021) (16)
- Composing Good Shots by Exploiting Mutual Relations (2020) (16)
- InfinityGAN: Towards Infinite-Resolution Image Synthesis (2021) (15)
- Hand gesture recognition and face detection in images (2000) (15)
- Detecting Anomalous Trajectories via Recurrent Neural Networks (2018) (14)
- TapLab: A Fast Framework for Semantic Video Segmentation Tapping Into Compressed-Domain Knowledge (2020) (14)
- Controllable and Progressive Image Extrapolation (2019) (14)
- Face Identification (2009) (14)
- Dancing to Music (2019) (13)
- A natural language processing based Internet agent (1997) (13)
- Continuous and Diverse Image-to-Image Translation via Signed Attribute Vectors (2020) (13)
- Show, Match and Segment: Joint Learning of Semantic Matching and Object Co-segmentation (2019) (13)
- Toward Real-World Super-Resolution via Adaptive Downsampling Models (2021) (13)
- Video Stitching for Linear Camera Arrays (2019) (12)
- False Positive Rate (2009) (12)
- Few-Shot Viewpoint Estimation (2019) (12)
- ReMix: Towards Image-to-Image Translation with Limited Data (2021) (12)
- Learnable Cost Volume Using the Cayley Representation (2020) (11)
- COMISR: Compression-Informed Video Super-Resolution (2021) (11)
- Visual Question Answering on 360° Images (2020) (11)
- Towards a Unified Foundation Model: Jointly Pre-Training Transformers on Unpaired Images and Text (2021) (11)
- Generalized Convolutional Forest Networks for Domain Generalization and Visual Recognition (2020) (11)
- Person Reidentification by Joint Local Distance Metric and Feature Transformation (2019) (11)
- Learning 3D Dense Correspondence via Canonical Point Autoencoder (2021) (10)
- Constraint networks: a survey (1997) (10)
- Attribute-Guided Attention for Referring Expression Generation and Comprehension (2020) (10)
- Video Salient Object Detection via Contrastive Features and Attention Modules (2021) (10)
- Discovering 3D Parts from Image Collections (2021) (10)
- Benchmarking Ultra-High-Definition Image Super-resolution (2021) (9)
- Video Matting via Consistency-Regularized Graph Neural Networks (2021) (9)
- Learning Spatially Variant Linear Representation Models for Joint Filtering (2021) (9)
- Visual Question Answering on 360{\deg} Images. (2020) (9)
- Semantic-driven Generation of Hyperlapse from $360^\circ$ Video (2017) (9)
- Weakly-Supervised Caricature Face Parsing Through Domain Adaptation (2019) (9)
- SoDA: Multi-Object Tracking with Soft Data Association (2020) (8)
- Detection and Tracking of Multiple Mice Using Part Proposal Networks (2019) (8)
- Hierarchical Modular Network for Video Captioning (2021) (8)
- A Top-Down Unified Framework for Instance-level Human Parsing (2019) (8)
- Image Hashing via Linear Discriminant Learning (2020) (8)
- Learning to See Through Obstructions With Layered Decomposition (2020) (8)
- Exploiting Raw Images for Real-Scene Super-Resolution (2020) (8)
- Multi-modal Transformers Excel at Class-agnostic Object Detection (2021) (7)
- VOSTR: Video Object Segmentation via Transferable Representations (2020) (7)
- Constraint-based feature recognition: handling non-uniqueness in feature interactions (1996) (7)
- Multi-path Neural Networks for On-device Multi-domain Visual Classification (2020) (7)
- Unsupervised Discovery of Disentangled Manifolds in GANs (2020) (7)
- Adaptive Transformers for Robust Few-shot Cross-domain Face Anti-spoofing (2022) (7)
- MAGVIT: Masked Generative Video Transformer (2022) (6)
- Know What and Know Where: An Object-and-Room Informed Sequential BERT for Indoor Vision-Language Navigation (2021) (6)
- Parallel Coordinate Descent Newton Method for Efficient $\ell_1$-Regularized Minimization (2013) (6)
- Contextualized Spatio-Temporal Contrastive Learning with Self-Supervision (2021) (6)
- Learning Contrastive Representation for Semantic Correspondence (2021) (6)
- Learning to Caricature via Semantic Shape Transform (2020) (6)
- InfiniCity: Infinite-Scale City Synthesis (2023) (5)
- Learning Continuous Environment Fields via Implicit Functions (2021) (5)
- Diffusion-Based Scene Graph to Image Generation with Masked Contrastive Pre-Training (2022) (5)
- FACE RECOGNITION USING KERNEL (2000) (4)
- Semi-supervised Multi-task Learning for Semantics and Depth (2021) (4)
- Unsupervised feature learning for self-tuning neural networks (2020) (4)
- Semi-Supervised Learning with Meta-Gradient (2020) (4)
- Feature Vector (2009) (3)
- Exploring Temporal Granularity in Self-Supervised Video Representation Learning (2021) (3)
- Adversarial Training with Bi-directional Likelihood Regularization for Visual Classification (2020) (3)
- Unsupervised Domain Adaptation for Spatio-Temporal Action Localization (2020) (3)
- Computer Vision -- ACCV 2014 (2014) (3)
- Self-Attentive 3D Human Pose and Shape Estimation from Videos (2021) (3)
- WW-Nets: Dual Neural Networks for Object Detection (2020) (3)
- Learning Recurrent Memory Activation Networks for Visual Tracking (2020) (2)
- Weakly-Supervised Semantic Segmentation by Iterative Affinity Learning (2020) (2)
- 2.5D Visual Relationship Detection (2021) (2)
- Co-attention dictionary network for weakly-supervised semantic segmentation (2021) (2)
- Crop-Transform-Paste: Self-Supervised Learning for Visual Tracking (2021) (2)
- Learning from PhotoShop Operation Videos: The PSOV Dataset (2018) (2)
- Fake Finger Detection (2009) (2)
- An Informative Tracking Benchmark (2021) (2)
- Features vs. Templates (2009) (1)
- Interactive Hierarchical Object Proposals (2019) (1)
- Shaping Deep Feature Space Towards Gaussian Mixture for Visual Classification (2020) (1)
- A Simple and Effective Fusion Approach for Multi-frame Optical Flow Estimation (2018) (1)
- Orientation Relationships (2009) (1)
- Structured sparsification with joint optimization of group convolution and channel shuffle (2020) (1)
- Long-term Correlation Tracking Supplementary Document (2015) (1)
- Parallel Coordinate Descent Newton for Efficient $L_1$-Regularized Minimization (2013) (1)
- Understanding Synonymous Referring Expressions via Contrastive Features (2021) (1)
- Benchmarking Deep Deblurring Algorithms: A Large-Scale Multi-Cause Dataset and A New Baseline Model (2021) (1)
- Self-Supervised Tracking via Target-Aware Data Synthesis. (2021) (1)
- RetrieveGAN: Image Synthesis via Differentiable Patch Retrieval Supplementary Materials (2020) (0)
- Learning Discriminative Shrinkage Deep Networks for Image Deconvolution (2021) (0)
- On Temporal Granularity in Self-Supervised Video Representation Learning (2022) (0)
- Learning to See Through Obstructions Supplementary Material (2020) (0)
- Exploiting Completeness and Uncertainty of Pseudo Labels for Weakly Supervised Video Anomaly Detection (2022) (0)
- Editorial for CVIU_DL for image restoration (2021) (0)
- Supplemental Material of Discovering 3D Parts from Image Collections (2021) (0)
- Supplementary Material of LAPAR (2020) (0)
- Advertising & promotion program for mediamagic (1994) (0)
- Message from the General & Program Chairs (2019) (0)
- Supplementary Materials for “Federated Multi-Target Domain Adaptation” (2021) (0)
- Feature Map (2009) (0)
- Learning Implicit Environment Field (2021) (0)
- Spatiotemporally Discriminative Video-Language Pre-Training with Text Grounding (2023) (0)
- DropGrad: Gradient Dropout Regularization for Meta-Learning (2019) (0)
- Face Recognition Performance Evaluation (2009) (0)
- Online Face Recognition Game Master's Thesis in Electrical Engineering (2006) (0)
- Online Handwriting (2009) (0)
- Super-Resolution Results Generated by Support Vector Regressors (2013) (0)
- Dance to Music (2019) (0)
- Composing Good Shots by Exploiting Mutual Relations Supplementary Material (2020) (0)
- Supplementary Materiels: DSDNet (2022) (0)
- Web-Scale Transfer Learning for Unconstrained 1 : N Face Identification (2015) (0)
- Continuous and Diverse Image-to-Image Translation via Signed Attribute Vectors (2022) (0)
- Consistency-Aware Anchor Pyramid Network for Crowd Localization (2022) (0)
- Correcting Face Distortion in Wide-Angle Videos (2021) (0)
- Extended .Isornap for Classification (2002) (0)
- and Rigid Registrations of 2D Point Sets using Complex Numbers (2009) (0)
- Unveiling The Mask of Position-Information Pattern Through the Mist of Image Features (2022) (0)
- Fifth International Conference on Graphic and Image Processing (ICGIP 2013) (2014) (0)
- Blind Image Deblurring via Deep Discriminative Priors (2019) (0)
- Model-Agnostic Structured Sparsification with Learnable Channel Shuffle (2020) (0)
- Progressive Multi-resolution Loss for Crowd Counting (2022) (0)
- Video Stitching for Linear Camera Arrays Supplementary Material (2019) (0)
- Regularizing Generative Adversarial Networks under Limited Data Supplementary Materials (2021) (0)
- Online Face Recognition Game (2006) (0)
- Detecting Faces in Still Images (2001) (0)
- SegRPN: Scale Aware Joint Object Detection and Semantic Segmentation (2019) (0)
- Visual Object Tracking using Sparse Representation and Interest Points in a Double Step Approach (2020) (0)
- FlowNAS: Neural Architecture Search for Optical Flow Estimation (2022) (0)
- Supplementary Material – Burst Image Restoration and Enhancement (2022) (0)
- Gated Fusion Network for Degraded Image Super Resolution (2020) (0)
- Correction to: Learning Contrastive Representation for Semantic Correspondence (2022) (0)
- Exploiting Semantics for Face Image Deblurring (2020) (0)
- I NCREMENTAL F ALSE N EGATIVE D ETECTION FOR C ONTRASTIVE L EARNING (2022) (0)
- BMX-Person Bird of Paradise MonkeyDog-Monkey Drifting-# 1 Hummingbird-# 1 Frog (2016) (0)
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