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> Associate Professor Hongsheng LI
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Professor LI Hongsheng
Personal Information
Position and Department
Associate Professor
,
Department of Electronic Engineering
ORCiD
0000-0002-2664-7975
CUHK Research Outputs
1 of 4
3D Object Detection for Autonomous Driving: A Comprehensive Survey
(
2023
)
Adaptive Zone-Aware Hierarchical Planner for Vision-Language Navigation
(
2023
)
A Simple Baseline for Video Restoration With Grouped Spatial-Temporal Shift
(
2023
)
ConQueR: Query Contrast Voxel-DETR for 3D Object Detection
(
2023
)
CORA: Adapting CLIP for Open-Vocabulary Detection With Region Prompting and Anchor Pre-Matching
(
2023
)
FlowFormer++: Masked Cost Volume Autoencoding for Pretraining Optical Flow Estimation
(
2023
)
Improving Weakly Supervised Temporal Action Localization by Bridging Train-Test Gap in Pseudo Labels
(
2023
)
InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions
(
2023
)
Learning 3D Representations From 2D Pre-Trained Models via Image-to-Point Masked Autoencoders
(
2023
)
Mining multi-center heterogeneous medical data with distributed synthetic learning
(
2023
)
MixMAE: Mixed and Masked Autoencoder for Efficient Pretraining of Hierarchical Vision Transformers
(
2023
)
PATS: Patch Area Transportation with Subdivisionfor Local Feature Matching
(
2023
)
Prompt, Generate, Then Cache: Cascade of Foundation Models Makes Strong Few-Shot Learners
(
2023
)
PV-RCNN++: Point-Voxel Feature Set Abstraction With Local Vector Representation for 3D Object Detection
(
2023
)
ReasonNet: End-to-End Driving With Temporal and Global Reasoning
(
2023
)
Starting from Non-Parametric Networks for 3D Point Cloud Analysis
(
2023
)
Teach-DETR: Better Training DETR With Teachers
(
2023
)
Uni-Perceiver v2: A Generalist Model for Large-Scale Vision and Vision-Language Tasks
(
2023
)
AutoLoss-Zero: Searching Loss Functions from Scratch for Generic Tasks
(
2022
)
Controllable 3D Face Synthesis with Conditional Generative Occupancy Fields
(
2022
)
EdgeViTs: Competing Light-weight CNNs on Mobile Devices with Vision Transformers
(
2022
)
Efficient Burst Raw Denoising with Variance Stabilization and Multi-frequency Denoising Network
(
2022
)
FlowFormer: A Transformer Architecture for Optical Flow
(
2022
)
Frozen CLIP Models are Efficient Video Learners
(
2022
)
IDR: Self-Supervised Image Denoising via Iterative Data Refinement
(
2022
)
Learning a Structured Latent Space for Unsupervised Point Cloud Completion
(
2022
)
Learning Degradation Representations for Image Deblurring
(
2022
)
MCMAE: Masked Convolution Meets Masked Autoencoders
(
2022
)
MPPNet: Multi-Frame Feature Intertwining with Proxy Points for 3D Temporal Object Detection
(
2022
)
PointCLIP: Point Cloud Understanding by CLIP
(
2022
)
Point-M2AE: Multi-scale Masked Autoencoders for Hierarchical Point Cloud Pre-training
(
2022
)
RBGNet: Ray-based Grouping for 3D Object Detection
(
2022
)
RNNPose: Recurrent 6-DoF Object Pose Refinement with Robust Correspondence Field Estimation and Pose Optimization
(
2022
)
ST-Adapter: Parameter-Efficient Image-to-Video Transfer Learning
(
2022
)
Structured Domain Adaptation With Online Relation Regularization for Unsupervised Person Re-ID
(
2022
)
SymReg-GAN: Symmetric Image Registration with Generative Adversarial Networks
(
2022
)
Tip-Adapter: Training-Free Adaption of CLIP for Few-Shot Classification
(
2022
)
TokenMix: Rethinking Image Mixing for Data Augmentation in Vision Transformers
(
2022
)
Towards Robust Face Recognition with Comprehensive Search
(
2022
)
UniFormer: Unified Transformer for Efficient Spatiotemporal Representation Learning
(
2022
)
UniNet: Unified Architecture Search with Convolution, Transformer, and MLP
(
2022
)
Uni-Perceiver: Pre-training Unified Architecture for Generic Perception for Zero-shot and Few-shot Tasks
(
2022
)
Weakly Supervised Temporal Action Localization via Representative Snippet Knowledge Propagation
(
2022
)
Actor-Context-Actor Relation Network for Spatio-Temporal Action Localization
(
2021
)
A Holistically-Guided Decoder for Deep Representation Learning with Applications to Semantic Segmentation and Object Detection
(
2021
)
Container: Context Aggregation Network
(
2021
)
Cylindrical and Asymmetrical 3D Convolution Networks for LiDAR Segmentation
(
2021
)
DivCo: Diverse Conditional Image Synthesis via Contrastive Generative Adversarial Network
(
2021
)
DominoSearch: Find layer-wise fine-grained N:M sparse schemes from dense neural networks
(
2021
)
Encoder-decoder with Multi-level Attention for 3D Human Shape and Pose Estimation
(
2021
)
Most Relevant Area
Artificial intelligence
(
Computer science
)
Related Area
Digital signal processing (including speech and image processing)
(
Electronic engineering
)
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Last updated on 2024-03-09 at 16:09
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