Binbin Lin

Orcid: 0000-0002-7013-283X

According to our database1, Binbin Lin authored at least 67 papers between 2009 and 2024.

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Bibliography

2024
CrossFormer++: A Versatile Vision Transformer Hinging on Cross-Scale Attention.
IEEE Trans. Pattern Anal. Mach. Intell., May, 2024

Efficient Long-Short Temporal Attention network for unsupervised Video Object Segmentation.
Pattern Recognit., February, 2024

Temporal Feature Fusion for 3D Detection in Monocular Video.
IEEE Trans. Image Process., 2024

NeRF-Det++: Incorporating Semantic Cues and Perspective-aware Depth Supervision for Indoor Multi-View 3D Detection.
CoRR, 2024

Model Compression and Efficient Inference for Large Language Models: A Survey.
CoRR, 2024

Towards Fine-Grained HBOE with Rendered Orientation Set and Laplace Smoothing.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Semi-supervised 3D Object Detection with PatchTeacher and PillarMix.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

TagCLIP: A Local-to-Global Framework to Enhance Open-Vocabulary Multi-Label Classification of CLIP without Training.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
OBMO: One Bounding Box Multiple Objects for Monocular 3D Object Detection.
IEEE Trans. Image Process., 2023

UniPAD: A Universal Pre-training Paradigm for Autonomous Driving.
CoRR, 2023

NormKD: Normalized Logits for Knowledge Distillation.
CoRR, 2023

A Study of Unsupervised Evaluation Metrics for Practical and Automatic Domain Adaptation.
CoRR, 2023

Residual Spatial Fusion Network for RGB-Thermal Semantic Segmentation.
CoRR, 2023

Sensing the Pulse of the Pandemic: Geovisualizing the Demographic Disparities of Public Sentiment toward COVID-19 through Social Media.
CoRR, 2023

APPT : Asymmetric Parallel Point Transformer for 3D Point Cloud Understanding.
CoRR, 2023

Neural Collapse Inspired Federated Learning with Non-iid Data.
CoRR, 2023

CrossFormer++: A Versatile Vision Transformer Hinging on Cross-scale Attention.
CoRR, 2023

General Rotation Invariance Learning for Point Clouds via Weight-Feature Alignment.
CoRR, 2023

One-shot Implicit Animatable Avatars with Model-based Priors.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

GD-MAE: Generative Decoder for MAE Pre-Training on LiDAR Point Clouds.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

PVT-SSD: Single-Stage 3D Object Detector with Point-Voxel Transformer.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

CLIP is Also an Efficient Segmenter: A Text-Driven Approach for Weakly Supervised Semantic Segmentation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Towards In-Distribution Compatible Out-of-Distribution Detection.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
VictimFinder: Harvesting rescue requests in disaster response from social media with BERT.
Comput. Environ. Urban Syst., 2022

Spatial-Temporal Land Loss Modeling and Simulation in a Vulnerable Coast: A Case Study in Coastal Louisiana.
Remote. Sens., 2022

Data science enables X-ray vision.
Patterns, 2022

Multivariate hyperspectral data analytics across length scales to probe compositional, phase, and strain heterogeneities in electrode materials.
Patterns, 2022

Revealing the linguistic and geographical disparities of public awareness to Covid-19 outbreak through social media.
Int. J. Digit. Earth, 2022

OBMO: One Bounding Box Multiple Objects for Monocular 3D Object Detection.
CoRR, 2022

Boosting Semi-Supervised 3D Object Detection with Semi-Sampling.
CoRR, 2022

Towards In-distribution Compatibility in Out-of-distribution Detection.
CoRR, 2022

CrossFormer: A Versatile Vision Transformer Hinging on Cross-scale Attention.
Proceedings of the Tenth International Conference on Learning Representations, 2022

2021
Revealing the Global Linguistic and Geographical Disparities of Public Awareness to Covid-19 Outbreak through Social Media.
CoRR, 2021

Outage Performance for UAV Communications under Imperfect Beam Alignment: A Stochastic Geometry Approach.
Proceedings of the 21st International Conference on Communication Technology, 2021

2019
A Distributed Computing Platform for fMRI Big Data Analytics.
IEEE Trans. Big Data, 2019

2017
Task fMRI data analysis based on supervised stochastic coordinate coding.
Medical Image Anal., 2017

Distributed rank-1 dictionary learning: Towards fast and scalable solutions for fMRI big data analytics.
CoRR, 2017

Pruning Decision Trees via Max-Heap Projection.
Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

Template-guided Functional Network Identification via Supervised Dictionary Learning.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

2016
Orthogonal Projective Sparse Coding for image representation.
Neurocomputing, 2016

Embedded sparse representation of fMRI data via group-wise dictionary optimization.
Proceedings of the Medical Imaging 2016: Image Processing, 2016

Scalable Fast Rank-1 Dictionary Learning for fMRI Big Data Analysis.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Modeling functional network dynamics via multi-scale dictionary learning and network continuums.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Distributed rank-1 dictionary learning: Towards fast and scalable solutions for fMRI big data analytics.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015
Parallel Architecture With Resistive Crosspoint Array for Dictionary Learning Acceleration.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2015

Automated Gene Expression Pattern Annotation in the Mouse Brain.
Proceedings of the Biocomputing 2015: Proceedings of the Pacific Symposium, 2015

Melancholic Depression Prediction by Identifying Representative Features in Metabolic and Microarray Profiles with Missing Values.
Proceedings of the Biocomputing 2015: Proceedings of the Pacific Symposium, 2015

Modeling Task FMRI Data via Supervised Stochastic Coordinate Coding.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Efficient Approximate Solutions to Mutual Information Based Global Feature Selection.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Mitigating Effects of Non-ideal Synaptic Device Characteristics for On-chip Learning.
Proceedings of the IEEE/ACM International Conference on Computer-Aided Design, 2015

Technology-design co-optimization of resistive cross-point array for accelerating learning algorithms on chip.
Proceedings of the 2015 Design, Automation & Test in Europe Conference & Exhibition, 2015

2014
Multi-Query Parallel Field Ranking for image retrieval.
Neurocomputing, 2014

Stochastic Coordinate Coding and Its Application for Drosophila Gene Expression Pattern Annotation.
CoRR, 2014

Geodesic Distance Function Learning via Heat Flow on Vector Fields.
Proceedings of the 31th International Conference on Machine Learning, 2014

Neurophysics-inspired parallel architecture with resistive crosspoint array for dictionary learning.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2014

Parallel Programming of Resistive Cross-point Array for Synaptic Plasticity.
Proceedings of the 5th Annual International Conference on Biologically Inspired Cognitive Architectures, 2014

2013
Parallel Field Ranking.
ACM Trans. Knowl. Discov. Data, 2013

Parallel vector field embedding.
J. Mach. Learn. Res., 2013

Parallel field alignment for cross media retrieval.
Proceedings of the ACM Multimedia Conference, 2013

2012
Multi-task Vector Field Learning.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

A Simple Algorithm for Semi-supervised Learning with Improved Generalization Error Bound.
Proceedings of the 29th International Conference on Machine Learning, 2012

2011
Kernel approximately harmonic projection.
Neurocomputing, 2011

Semi-supervised Regression via Parallel Field Regularization.
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

Orthogonal Projection Analysis.
Proceedings of the Intelligent Science and Intelligent Data Engineering, 2011

2010
Approximately harmonic projection: Theoretical analysis and an algorithm.
Pattern Recognit., 2010

A Hybrid PSO/GA Algorithm for Job Shop Scheduling Problem.
Proceedings of the Advances in Swarm Intelligence, First International Conference, 2010

2009
Fast approach for computing roots of polynomials using cubic clipping.
Comput. Aided Geom. Des., 2009


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