Dahua Lin
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Dahua Lincomputer-science Degrees
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Computer Science
Dahua Lin's Degrees
- PhD Computer Science University of California, Berkeley
- Masters Computer Science University of California, Berkeley
- Bachelors Computer Science Tsinghua University
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(Suggest an Edit or Addition)Dahua 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
- Temporal Segment Networks: Towards Good Practices for Deep Action Recognition (2016) (2983)
- Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition (2018) (2216)
- Unsupervised Feature Learning via Non-parametric Instance Discrimination (2018) (1800)
- MMDetection: Open MMLab Detection Toolbox and Benchmark (2019) (1549)
- Libra R-CNN: Towards Balanced Learning for Object Detection (2019) (826)
- Hybrid Task Cascade for Instance Segmentation (2019) (821)
- PSANet: Point-wise Spatial Attention Network for Scene Parsing (2018) (740)
- Temporal Action Detection with Structured Segment Networks (2017) (717)
- Learning a Unified Classifier Incrementally via Rebalancing (2019) (518)
- Temporal Segment Networks for Action Recognition in Videos (2017) (480)
- Detecting Visual Relationships with Deep Relational Networks (2017) (426)
- Region Proposal by Guided Anchoring (2019) (417)
- UntrimmedNets for Weakly Supervised Action Recognition and Detection (2017) (397)
- Towards Diverse and Natural Image Descriptions via a Conditional GAN (2017) (390)
- Holistic Scene Understanding for 3D Object Detection with RGBD Cameras (2013) (286)
- Adapting Object Detectors via Selective Cross-Domain Alignment (2019) (238)
- PolyNet: A Pursuit of Structural Diversity in Very Deep Networks (2016) (233)
- Be Your Own Prada: Fashion Synthesis with Structural Coherence (2017) (223)
- Conditional Infomax Learning: An Integrated Framework for Feature Extraction and Fusion (2006) (206)
- Inter-modality Face Recognition (2006) (204)
- Nonparametric Discriminant Analysis for Face Recognition (2009) (199)
- Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination (2018) (196)
- Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation (2020) (195)
- FCOS3D: Fully Convolutional One-Stage Monocular 3D Object Detection (2021) (190)
- What Are You Talking About? Text-to-Image Coreference (2014) (184)
- Cylindrical and Asymmetrical 3D Convolution Networks for LiDAR Segmentation (2020) (183)
- CARAFE: Content-Aware ReAssembly of FEatures (2019) (168)
- Visual Semantic Search: Retrieving Videos via Complex Textual Queries (2014) (143)
- FineGym: A Hierarchical Video Dataset for Fine-Grained Action Understanding (2020) (142)
- Lifelong Learning via Progressive Distillation and Retrospection (2018) (138)
- Hidden Factor Analysis for Age Invariant Face Recognition (2013) (137)
- Contrastive Learning for Image Captioning (2017) (133)
- Prime Sample Attention in Object Detection (2019) (131)
- CUHK & ETHZ & SIAT Submission to ActivityNet Challenge 2016 (2016) (124)
- Low-Latency Video Semantic Segmentation (2018) (119)
- A Pursuit of Temporal Accuracy in General Activity Detection (2017) (117)
- Pose Guided Human Video Generation (2018) (114)
- Recognize complex events from static images by fusing deep channels (2015) (113)
- Distribution-Balanced Loss for Multi-Label Classification in Long-Tailed Datasets (2020) (111)
- Hallucinating faces: TensorPatch super-resolution and coupled residue compensation (2005) (106)
- Probabilistic and Geometric Depth: Detecting Objects in Perspective (2021) (101)
- Penalizing Top Performers: Conservative Loss for Semantic Segmentation Adaptation (2018) (101)
- Revisiting Skeleton-based Action Recognition (2021) (99)
- Construction of Dependent Dirichlet Processes based on Poisson Processes (2010) (94)
- MovieNet: A Holistic Dataset for Movie Understanding (2020) (90)
- DSNAS: Direct Neural Architecture Search Without Parameter Retraining (2020) (89)
- Optimizing Video Object Detection via a Scale-Time Lattice (2018) (88)
- Open Compound Domain Adaptation (2019) (88)
- Learning to Cluster Faces on an Affinity Graph (2019) (87)
- Recognize High Resolution Faces: From Macrocosm to Microcosm (2006) (83)
- Peephole: Predicting Network Performance Before Training (2017) (83)
- Trajectory Convolution for Action Recognition (2018) (81)
- Cylinder3D: An Effective 3D Framework for Driving-scene LiDAR Semantic Segmentation (2020) (79)
- Convolutional Sequence Generation for Skeleton-Based Action Synthesis (2019) (78)
- Motion Guided 3D Pose Estimation from Videos (2020) (77)
- Seesaw Loss for Long-Tailed Instance Segmentation (2020) (75)
- Learning visual flows: A Lie algebraic approach (2009) (73)
- Self-Supervised Scene De-Occlusion (2020) (71)
- SSN: Shape Signature Networks for Multi-class Object Detection from Point Clouds (2020) (69)
- Move Forward and Tell: A Progressive Generator of Video Descriptions (2018) (66)
- Side-Aware Boundary Localization for More Precise Object Detection (2019) (65)
- Recursive Visual Sound Separation Using Minus-Plus Net (2019) (64)
- Quality-Driven Face Occlusion Detection and Recovery (2007) (64)
- Online Learning of Nonparametric Mixture Models via Sequential Variational Approximation (2013) (63)
- A Local-to-Global Approach to Multi-Modal Movie Scene Segmentation (2020) (63)
- Joint People, Event, and Location Recognition in Personal Photo Collections Using Cross-Domain Context (2010) (62)
- Find and Focus: Retrieve and Localize Video Events with Natural Language Queries (2018) (58)
- Consensus-Driven Propagation in Massive Unlabeled Data for Face Recognition (2018) (57)
- Learning to Cluster Faces via Confidence and Connectivity Estimation (2020) (55)
- Online Hyper-Parameter Learning for Auto-Augmentation Strategy (2019) (54)
- Recognize Actions by Disentangling Components of Dynamics (2018) (54)
- Omni-sourced Webly-supervised Learning for Video Recognition (2020) (52)
- Nonparametric subspace analysis for face recognition (2005) (52)
- Person Search in Videos with One Portrait Through Visual and Temporal Links (2018) (52)
- POPQORN: Quantifying Robustness of Recurrent Neural Networks (2019) (51)
- Sep-Stereo: Visually Guided Stereophonic Audio Generation by Associating Source Separation (2020) (48)
- Fastened CROWN: Tightened Neural Network Robustness Certificates (2019) (47)
- Vision Transformer with Progressive Sampling (2021) (40)
- Neighbor combination and transformation for hallucinating faces (2005) (39)
- Intra- and Inter-Action Understanding via Temporal Action Parsing (2020) (38)
- A Graph-Based Framework to Bridge Movies and Synopses (2019) (36)
- Generative Adversarial Frontal View to Bird View Synthesis (2018) (36)
- Self-Supervised Learning via Conditional Motion Propagation (2019) (34)
- Accelerated Training for Massive Classification via Dynamic Class Selection (2018) (34)
- IRLAS: Inverse Reinforcement Learning for Architecture Search (2018) (33)
- Modeling and estimating persistent motion with geometric flows (2010) (33)
- Generative Occupancy Fields for 3D Surface-Aware Image Synthesis (2021) (32)
- A Neural Compositional Paradigm for Image Captioning (2018) (32)
- Unifying Identification and Context Learning for Person Recognition (2018) (32)
- Adversarial Robustness under Long-Tailed Distribution (2021) (32)
- A Conditional Point Diffusion-Refinement Paradigm for 3D Point Cloud Completion (2021) (31)
- Real or Not Real, that is the Question (2020) (31)
- WIDER Face and Pedestrian Challenge 2018: Methods and Results (2019) (31)
- Few-Shot Object Detection via Association and DIscrimination (2021) (30)
- Coupled space learning of image style transformation (2005) (29)
- Feature Pyramid Grids (2020) (29)
- Visually Informed Binaural Audio Generation without Binaural Audios (2021) (27)
- A Unified Framework for Shot Type Classification Based on Subject Centric Lens (2020) (27)
- Policy Continuation with Hindsight Inverse Dynamics (2019) (27)
- CityNeRF: Building NeRF at City Scale (2021) (26)
- BungeeNeRF: Progressive Neural Radiance Field for Extreme Multi-scale Scene Rendering (2021) (25)
- Deep Markov Random Field for Image Modeling (2016) (22)
- Accelerating Diffusion Models via Early Stop of the Diffusion Process (2022) (22)
- Temporal ROI Align for Video Object Recognition (2021) (22)
- Scene-aware Generative Network for Human Motion Synthesis (2021) (21)
- Reconfigurable Voxels: A New Representation for LiDAR-Based Point Clouds (2020) (21)
- Generating Multi-Sentence Lingual Descriptions of Indoor Scenes (2015) (21)
- Learning Globally Optimized Object Detector via Policy Gradient (2018) (21)
- MMOCR: A Comprehensive Toolbox for Text Detection, Recognition and Understanding (2021) (20)
- Density-aware Chamfer Distance as a Comprehensive Metric for Point Cloud Completion (2021) (20)
- CARAFE++: Unified Content-Aware ReAssembly of FEatures (2020) (19)
- Pursuing Informative Projection on Grassmann Manifold (2006) (19)
- Monocular 3D Object Detection with Depth from Motion (2022) (19)
- Online Multi-modal Person Search in Videos (2020) (19)
- Discover and Learn New Objects from Documentaries (2017) (18)
- Generating Multi-sentence Natural Language Descriptions of Indoor Scenes (2015) (18)
- From Trailers to Storylines: An Efficient Way to Learn from Movies (2018) (17)
- SwinTextSpotter: Scene Text Spotting via Better Synergy between Text Detection and Text Recognition (2022) (16)
- Learning a Decision Module by Imitating Driver's Control Behaviors (2019) (16)
- Joint Semantic-geometric Learning for Polygonal Building Segmentation (2021) (16)
- Towards Evaluating and Training Verifiably Robust Neural Networks (2021) (16)
- Tensor-based factor decomposition for relighting (2005) (16)
- An Embarrassingly Simple Approach for Knowledge Distillation (2018) (15)
- INTERN: A New Learning Paradigm Towards General Vision (2021) (15)
- PYSKL: Towards Good Practices for Skeleton Action Recognition (2022) (15)
- Coupling Nonparametric Mixtures via Latent Dirichlet Processes (2012) (15)
- Caption-Supervised Face Recognition: Training a State-of-the-Art Face Model Without Manual Annotation (2020) (14)
- Rethinking the Form of Latent States in Image Captioning (2018) (14)
- Towards Diverse and Natural Scene-aware 3D Human Motion Synthesis (2022) (13)
- Learning Diverse Fashion Collocation by Neural Graph Filtering (2020) (13)
- Adjustable Bounded Rectifiers: Towards Deep Binary Representations (2015) (12)
- Towards Balanced Learning for Instance Recognition (2021) (11)
- Characterizing Layouts of Outdoor Scenes Using Spatial Topic Processes (2013) (11)
- Layered local prediction network with dynamic learning for face super-resolution (2005) (11)
- Temporal Action Detection with Structured Segment Networks Supplementary Materials (2017) (11)
- Learn to Propagate Reliably on Noisy Affinity Graphs (2020) (11)
- Face hallucination through dual associative learning (2005) (11)
- Comparative study: face recognition on unspecific persons using linear subspace methods (2005) (10)
- Guided Diffusion Model for Adversarial Purification (2022) (10)
- Balanced Chamfer Distance as a Comprehensive Metric for Point Cloud Completion (2021) (10)
- Delving into the Devils of Bird's-eye-view Perception: A Review, Evaluation and Recipe (2022) (10)
- Efficient Sampling from Combinatorial Space via Bridging (2012) (9)
- Voxurf: Voxel-based Efficient and Accurate Neural Surface Reconstruction (2022) (9)
- Joint Inference of Objects and Scenes With Efficient Learning of Text-Object-Scene Relations (2016) (8)
- OCSampler: Compressing Videos to One Clip with Single-step Sampling (2022) (8)
- SPTS: Single-Point Text Spotting (2021) (7)
- Low level vision via switchable Markov random fields (2012) (7)
- Placepedia: Comprehensive Place Understanding with Multi-Faceted Annotations (2020) (7)
- Compound Domain Adaptation in an Open World (2019) (7)
- Scalable Estimation of Dirichlet Process Mixture Models on Distributed Data (2017) (6)
- Novel Policy Seeking with Constrained Optimization (2020) (6)
- Understanding the wiring evolution in differentiable neural architecture search (2020) (5)
- Regularizing Reasons for Outfit Evaluation with Gradient Penalty (2020) (5)
- Parallel Multi-Environment Shaping Algorithm for Complex Multi-step Task (2020) (5)
- 3D Building Reconstruction from Monocular Remote Sensing Images (2021) (5)
- Manifold guided composite of Markov random fields for image modeling (2012) (5)
- Mining text snippets for images on the web (2014) (5)
- WSSOD: A New Pipeline for Weakly- and Semi-Supervised Object Detection (2021) (4)
- Discriminant Mutual Subspace Learning for Indoor and Outdoor Face Recognition (2007) (4)
- Learning to Synthesize Fashion Textures (2019) (4)
- Probabilistic Ensemble of Collaborative Filters (2018) (3)
- Feedback-based dynamic generalized LDA for face recognition (2005) (3)
- Jointly Learning the Attributes and Composition of Shots for Boundary Detection in Videos (2021) (3)
- Towards Statistically Provable Geometric 3D Human Pose Recovery (2021) (3)
- Learning Driving Decisions by Imitating Drivers' Control Behaviors (2019) (3)
- How to make Face Recognition Work: The Power of Modeling Context (2012) (3)
- Learning Deformations with Parallel Transport (2012) (3)
- Evolutionary Stochastic Policy Distillation (2020) (2)
- Shoot360: Normal View Video Creation from City Panorama Footage (2022) (2)
- Coupled Dirichlet Processes: Beyond HDP (2012) (2)
- Generative modeling of dynamic visual scenes (2012) (2)
- FLAVA: Find, Localize, Adjust and Verify to Annotate LiDAR-based Point Clouds (2020) (2)
- Integrating Specialized Classifiers Based on Continuous Time Markov Chain (2017) (2)
- Force-Aware Interface via Electromyography for Natural VR/AR Interaction (2022) (2)
- Static and Dynamic Concepts for Self-supervised Video Representation Learning (2022) (2)
- TransRank: Self-supervised Video Representation Learning via Ranking-based Transformation Recognition (2022) (2)
- BlockPlanner: City Block Generation with Vectorized Graph Representation (2021) (2)
- Audio-Driven Co-Speech Gesture Video Generation (2022) (2)
- Transcript to Video: Efficient Clip Sequencing from Texts (2021) (2)
- MINI: Mining Implicit Novel Instances for Few-Shot Object Detection (2022) (1)
- A Coarse-to-Fine Framework for Automatic Video Unscreen (2022) (1)
- DG-STGCN: Dynamic Spatial-Temporal Modeling for Skeleton-based Action Recognition (2022) (1)
- V3Det: Vast Vocabulary Visual Detection Dataset (2023) (1)
- OmniCity: Omnipotent City Understanding with Multi-level and Multi-view Images (2022) (1)
- Mitigating Representation Bias in Action Recognition: Algorithms and Benchmarks (2022) (1)
- Monocular 3D Pose Recovery via Nonconvex Sparsity with Theoretical Analysis (2018) (1)
- Learning Sparse Visual Representations with Leaky Capped Norm Regularizers (2017) (1)
- Factor Investing with a Deep Multi-Factor Model (2022) (0)
- Cycle-Consistent Learning for Weakly Supervised Semantic Segmentation (2022) (0)
- ⨂ = Content-aware Reassembly Module Content Encoder Kernel Normalizer Channel Compressor (2019) (0)
- DORT: Modeling Dynamic Objects in Recurrent for Multi-Camera 3D Object Detection and Tracking (2023) (0)
- LongTail-Bench: A Benchmark Suite for Domain-Specific Operators in Deep Learning (2022) (0)
- Chimera: An Analytical Optimizing Framework for Effective Compute-intensive Operators Fusion (2023) (0)
- Semi-Supervised Semantic Segmentation via Gentle Teaching Assistant (2023) (0)
- Detailed Proofs of Lemmas , Theorems , and Corollaries (2012) (0)
- DNTY ONE ORMORPRFORMANCE METRICS CORRESPONDING TO AN OBJECTRECOGNITIONTASK OPTIMIZE THE ONE ORMOREIDENTIFIED PERFORMANCE METRICSFOR DETERMINING AN OPTIMAL SUBSPACE COMPARE THE ACQUIRED IMAGE WITH ONE ORMORE REFERENCE IMAGES FOR PERFORMING THE OBJECTRECOGNITION (2017) (0)
- SynBody: Synthetic Dataset with Layered Human Models for 3D Human Perception and Modeling (2023) (0)
- AssetField: Assets Mining and Reconfiguration in Ground Feature Plane Representation (2023) (0)
- CNN Activity : Tumbling Complete Tumbling ? Yes (2017) (0)
- CARAFE : Content-Aware ReAssembly of FEatures Supplementary Materials (2019) (0)
- MV-JAR: Masked Voxel Jigsaw and Reconstruction for LiDAR-Based Self-Supervised Pre-Training (2023) (0)
- Collaborative Deep Embedding via Dual Networks (2017) (0)
- Biased Estimates of Advantages over Path Ensembles (2019) (0)
- Position-Guided Point Cloud Panoptic Segmentation Transformer (2023) (0)
- RIFormer: Keep Your Vision Backbone Effective While Removing Token Mixer (2023) (0)
- Adversarial Robustness under Long-Tailed Distribution Supplementary Material (2021) (0)
- Recognize Actions by Disentangling Components of Dynamics Supplementary Materials (2018) (0)
- PixMIM: Rethinking Pixel Reconstruction in Masked Image Modeling (2023) (0)
- Policy Continuation and Policy Evolution with Hindsight Inverse Dynamics (2019) (0)
- An Introduction to Expectation-Maximization (2011) (0)
- Supplementary Material (2022) (0)
- Controllable Mesh Generation Through Sparse Latent Point Diffusion Models (2023) (0)
- OmniObject3D: Large-Vocabulary 3D Object Dataset for Realistic Perception, Reconstruction and Generation (2023) (0)
- Grid-guided Neural Radiance Fields for Large Urban Scenes (2023) (0)
- Parsing-Conditioned Anime Translation: A New Dataset and Method (2023) (0)
- Learning with Social Influence through Interior Policy Differentiation (2019) (0)
- Rethinking Trajectory Prediction via "Team Game" (2022) (0)
- Temporal and Contextual Transformer for Multi-Camera Editing of TV Shows (2022) (0)
- Self-Supervised Learning via Conditional Motion Propagation Supplementary Materials (2019) (0)
- Self-Supervised Scene De-occlusion Supplementary Materials (2020) (0)
- EasyView: Enabling and Scheduling Tensor Views in Deep Learning Compilers (2022) (0)
- Generative Grammar Semantic Trees Parse Graphs Training Descriptions New Image Scene Graph Semantic Trees Generated Description Vision Models Training Images (2015) (0)
- Improving On-policy Learning with Statistical Reward Accumulation (2018) (0)
- Seesaw Loss for Long-Tailed Instance Segmentation Supplementary Materials (2021) (0)
- SPTS v2: Single-Point Scene Text Spotting (2023) (0)
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What Schools Are Affiliated With Dahua Lin?
Dahua Lin is affiliated with the following schools:
