← Authors

Ling Shao

173 papers · 2013–2026 · 10 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (10) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (12) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸƒ Academic Marathon (12) πŸ—ΊοΈ Taxonomy Completionist (21) 🏠 Conference Loyalist (41) 🌟 Keyword Trendsetter Combo (3) 🀝 Dynamic Duo (35) πŸ‘‘ Triple Crown πŸ† Grand Slam πŸ”¬ Deep Specialist (31) 🧬 Topic Evolution πŸ† Keyword Champion (3) πŸ”₯ Unstoppable (13) πŸš€ Conference Pioneer πŸ’Ž Century Club (172) ⚑ Prolific Year (14) πŸ—ƒοΈ Keyword Collector (52) πŸ“ˆ Trend Setter

Conferences

CVPR (63) ICCV (41) ECCV (24) NIPS (13) AAAI (12) IJCAI (11) ICML (4) ICLR (3) EMNLP (1) WACV (1)

Top co-authors

Li Liu (35) Fan Zhu (26) Fahad Shahbaz Khan (21) Jianbing Shen (20) Shijian Lu (16) Jie Qin (15) Fumin Shen (14) Xiantong Zhen (14) Yanwei Pang (13) Shengcai Liao (11)

Research topics

Techniques (1) Statistics (1)

Keywords

convolutional neural network (16) semantic segmentation (15) object detection (14) zero-shot learning (11) attention mechanism (10) image restoration (8) video object segmentation (7) domain adaptation (7) medical imaging (6) generative adversarial network (6) unsupervised learning (6) action recognition (6) graph neural network (5) instance segmentation (5) person re-identification (5) binary code (5) few-shot learning (5) variational inference (5) domain generalization (5) neural network (5)

Papers

MuSASplat: Efficient Sparse-View 3D Gaussian Splats via Lightweight Multi-Scale Adaptation AAAI 2026
Joint Enhancement of Relational Reasoning for Long-Context LLMs EMNLP 2025
SOGS: Second-Order Anchor for Advanced 3D Gaussian Splatting CVPR 2025
Scaling Tumor Segmentation: Best Lessons from Real and Synthetic Data ICCV 2025
Towards Scalable Spatial Intelligence via 2D-to-3D Data Lifting ICCV 2025
Spatial Preference Rewarding for MLLMs Spatial Understanding ICCV 2025
PCR-GS: COLMAP-Free 3D Gaussian Splatting via Pose Co-Regularizations ICCV 2025
MambaIC: State Space Models for High-Performance Learned Image Compression CVPR 2025
CAT-SAM: Conditional Tuning for Few-Shot Adaptation of Segment Anything Model ECCV 2024
Historical Test-time Prompt Tuning for Vision Foundation Models NIPS 2024
DA-BEV: Unsupervised Domain Adaptation for Bird's Eye View Perception ECCV 2024
Domain Adaptation for Large-Vocabulary Object Detectors NIPS 2024
MonoMAE: Enhancing Monocular 3D Detection through Depth-Aware Masked Autoencoders NIPS 2024
FAC: 3D Representation Learning via Foreground Aware Feature Contrast CVPR 2023
High-Resolution Iterative Feedback Network for Camouflaged Object Detection AAAI 2023
WaveNeRF: Wavelet-based Generalizable Neural Radiance Fields ICCV 2023
Pose-Free Neural Radiance Fields via Implicit Pose Regularization ICCV 2023
Rewrite Caption Semantics: Bridging Semantic Gaps for Language-Supervised Semantic Segmentation NIPS 2023
Graph Transformer GANs for Graph-Constrained House Generation CVPR 2023
Rethinking Clustering-Based Pseudo-Labeling for Unsupervised Meta-Learning ECCV 2022
PolarMix: A General Data Augmentation Technique for LiDAR Point Clouds NIPS 2022
VITA: A Multi-Source Vicinal Transfer Augmentation Method for Out-of-Distribution Generalization AAAI 2022
GuidedMix-Net: Semi-supervised Semantic Segmentation by Using Labeled Images as Reference AAAI 2022
Category Contrast for Unsupervised Domain Adaptation in Visual Tasks CVPR 2022
Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification CVPR 2022
Audio-Adaptive Activity Recognition Across Video Domains CVPR 2022
Multi-Level Representation Learning With Semantic Alignment for Referring Video Object Segmentation CVPR 2022
Learning Non-Target Knowledge for Few-Shot Semantic Segmentation CVPR 2022
Highly Accurate Dichotomous Image Segmentation ECCV 2022
Generalized Brain Image Synthesis with Transferable Convolutional Sparse Coding Networks ECCV 2022
Learning to Generalize across Domains on Single Test Samples ICLR 2022
Hierarchical Variational Memory for Few-shot Learning Across Domains ICLR 2022
RePFormer: Refinement Pyramid Transformer for Robust Facial Landmark Detection IJCAI 2022
Kaleido-BERT: Vision-Language Pre-Training on Fashion Domain CVPR 2021
Learning To Fuse Asymmetric Feature Maps in Siamese Trackers CVPR 2021
Brain Image Synthesis With Unsupervised Multivariate Canonical CSCl4Net CVPR 2021
Anchor-Free Person Search CVPR 2021
Discriminative Region-Based Multi-Label Zero-Shot Learning ICCV 2021
ReCU: Reviving the Dead Weights in Binary Neural Networks ICCV 2021
Learning Anchored Unsigned Distance Functions With Gradient Direction Alignment for Single-View Garment Reconstruction ICCV 2021
Full-Duplex Strategy for Video Object Segmentation ICCV 2021
Visual-Textual Attentive Semantic Consistency for Medical Report Generation ICCV 2021
Many-to-One Distribution Learning and K-Nearest Neighbor Smoothing for Thoracic Disease Identification AAAI 2021
Dual-Octave Convolution for Accelerated Parallel MR Image Reconstruction AAAI 2021
FREE: Feature Refinement for Generalized Zero-Shot Learning ICCV 2021
Architecture Disentanglement for Deep Neural Networks ICCV 2021
Light Field Saliency Detection With Dual Local Graph Learning and Reciprocative Guidance ICCV 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction Without Convolutions ICCV 2021
Specificity-Preserving RGB-D Saliency Detection ICCV 2021
Seminar Learning for Click-Level Weakly Supervised Semantic Segmentation ICCV 2021
Few-Shot Semantic Segmentation With Cyclic Memory Network ICCV 2021
Summarize and Search: Learning Consensus-Aware Dynamic Convolution for Co-Saliency Detection ICCV 2021
Domain General Face Forgery Detection by Learning to Weight AAAI 2021
A Bit More Bayesian: Domain-Invariant Learning with Uncertainty ICML 2021
Kernel Continual Learning ICML 2021
Variational Prototype Inference for Few-Shot Semantic Segmentation WACV 2021
MetaNorm: Learning to Normalize Few-Shot Batches Across Domains ICLR 2021
TransMatcher: Deep Image Matching Through Transformers for Generalizable Person Re-identification NIPS 2021
HSVA: Hierarchical Semantic-Visual Adaptation for Zero-Shot Learning NIPS 2021
Variational Multi-Task Learning with Gumbel-Softmax Priors NIPS 2021
You Never Cluster Alone NIPS 2021
D2-Net: Weakly-Supervised Action Localization via Discriminative Embeddings and Denoised Activations ICCV 2021
Sparse Needlets for Lighting Estimation With Spherical Transport Loss ICCV 2021
CCT-Net: Category-Invariant Cross-Domain Transfer for Medical Single-to-Multiple Disease Diagnosis ICCV 2021
RGB-D Saliency Detection via Cascaded Mutual Information Minimization ICCV 2021
Visual Saliency Transformer ICCV 2021
M3DSSD: Monocular 3D Single Stage Object Detector CVPR 2021
Group Collaborative Learning for Co-Salient Object Detection CVPR 2021
Generalizable Pedestrian Detection: The Elephant in the Room CVPR 2021
Scale-Aware Graph Neural Network for Few-Shot Semantic Segmentation CVPR 2021
Repetitive Activity Counting by Sight and Sound CVPR 2021
Group Whitening: Balancing Learning Efficiency and Representational Capacity CVPR 2021
Target-Aware Object Discovery and Association for Unsupervised Video Multi-Object Segmentation CVPR 2021
Multi-Stage Progressive Image Restoration CVPR 2021
Pixel-Aware Deep Function-Mixture Network for Spectral Super-Resolution AAAI 2020
Camouflaged Object Detection CVPR 2020
Unsupervised Adaptation Learning for Hyperspectral Imagery Super-Resolution CVPR 2020
HRank: Filter Pruning Using High-Rank Feature Map CVPR 2020
Auto-Encoding Twin-Bottleneck Hashing CVPR 2020
CycleISP: Real Image Restoration via Improved Data Synthesis CVPR 2020
Learning Multi-Granular Hypergraphs for Video-Based Person Re-Identification CVPR 2020
AnimalWeb: A Large-Scale Hierarchical Dataset of Annotated Animal Faces CVPR 2020
Controllable Orthogonalization in Training DNNs CVPR 2020
Hierarchical Human Parsing With Typed Part-Relation Reasoning CVPR 2020
Pathological Retinal Region Segmentation From OCT Images Using Geometric Relation Based Augmentation CVPR 2020
An Investigation Into the Stochasticity of Batch Whitening CVPR 2020
D2Det: Towards High Quality Object Detection and Instance Segmentation CVPR 2020
NETNet: Neighbor Erasing and Transferring Network for Better Single Shot Object Detection CVPR 2020
Multi-Mutual Consistency Induced Transfer Subspace Learning for Human Motion Segmentation CVPR 2020
Motion-Attentive Transition for Zero-Shot Video Object Segmentation AAAI 2020
Layer-wise Conditioning Analysis in Exploring the Learning Dynamics of DNNs ECCV 2020
Region Graph Embedding Network for Zero-Shot Learning ECCV 2020
Learning to Learn with Variational Information Bottleneck for Domain Generalization ECCV 2020
Interpretable and Generalizable Person Re-Identification with Query-Adaptive Convolution and Temporal Lifting ECCV 2020
Unsupervised Domain Adaptation with Noise Resistible Mutual-Training for Person Re-identification ECCV 2020
BBS-Net: RGB-D Salient Object Detection with a Bifurcated Backbone Strategy Network ECCV 2020
SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation ECCV 2020
Learning Attentive and Hierarchical Representations for 3D Shape Recognition ECCV 2020
Interpretable Neural Network Decoupling ECCV 2020
Invertible Zero-Shot Recognition Flows ECCV 2020
Count- and Similarity-aware R-CNN for Pedestrian Detection ECCV 2020
Dynamic Dual-Attentive Aggregation Learning for Visible-Infrared Person Re-Identification ECCV 2020
CLNet: A Compact Latent Network for Fast Adjusting Siamese Trackers ECCV 2020
Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification ECCV 2020
Learning Enriched Features for Real Image Restoration and Enhancement ECCV 2020
Super-Resolution and Inpainting with Degraded and Upgraded Generative Adversarial Networks IJCAI 2020
Fine-Grained Recognition: Accounting for Subtle Differences between Similar Classes AAAI 2020
Human Parsing Based Texture Transfer from Single Image to 3D Human via Cross-View Consistency NIPS 2020
Learning to Learn Variational Semantic Memory NIPS 2020
On the Number of Linear Regions of Convolutional Neural Networks ICML 2020
Learning to Learn Kernels with Variational Random Features ICML 2020
Relational Attention Network for Crowd Counting ICCV 2019
Attentional Neural Fields for Crowd Counting ICCV 2019
Gaussian Affinity for Max-Margin Class Imbalanced Learning ICCV 2019
Linear Kernel Tests via Empirical Likelihood for High-Dimensional Data AAAI 2019
3C-Net: Category Count and Center Loss for Weakly-Supervised Action Localization ICCV 2019
Zero-Shot Video Object Segmentation via Attentive Graph Neural Networks ICCV 2019
Enriched Feature Guided Refinement Network for Object Detection ICCV 2019
Dual-Path in Dual-Path Network for Single Image Dehazing IJCAI 2019
Measuring Structural Similarities in Finite MDPs IJCAI 2019
Dynamically Visual Disambiguation of Keyword-based Image Search IJCAI 2019
Object Counting and Instance Segmentation With Image-Level Supervision CVPR 2019
Out-Of-Distribution Detection for Generalized Zero-Shot Action Recognition CVPR 2019
Attentive Region Embedding Network for Zero-Shot Learning CVPR 2019
Object-Centric Auto-Encoders and Dummy Anomalies for Abnormal Event Detection in Video CVPR 2019
Efficient Featurized Image Pyramid Network for Single Shot Detector CVPR 2019
Building Detail-Sensitive Semantic Segmentation Networks With Polynomial Pooling CVPR 2019
Crowd Counting and Density Estimation by Trellis Encoder-Decoder Networks CVPR 2019
An Iterative and Cooperative Top-Down and Bottom-Up Inference Network for Salient Object Detection CVPR 2019
Iterative Normalization: Beyond Standardization Towards Efficient Whitening CVPR 2019
See More, Know More: Unsupervised Video Object Segmentation With Co-Attention Siamese Networks CVPR 2019
Collaborative Learning of Semi-Supervised Segmentation and Classification for Medical Images CVPR 2019
Deep Sketch-Shape Hashing With Segmented 3D Stochastic Viewing CVPR 2019
Striking the Right Balance With Uncertainty CVPR 2019
Two Generator Game: Learning to Sample via Linear Goodness-of-Fit Test NIPS 2019
Toward Efficient Navigation of Massive-Scale Geo-Textual Streams IJCAI 2019
Random Path Selection for Continual Learning NIPS 2019
Approximate Kernel Selection with Strong Approximate Consistency AAAI 2019
Learning Rich Features at High-Speed for Single-Shot Object Detection ICCV 2019
Adversarial Defense by Restricting the Hidden Space of Deep Neural Networks ICCV 2019
RANet: Ranking Attention Network for Fast Video Object Segmentation ICCV 2019
Towards Bridging Semantic Gap to Improve Semantic Segmentation ICCV 2019
Mask-Guided Attention Network for Occluded Pedestrian Detection ICCV 2019
PointAE: Point Auto-Encoder for 3D Statistical Shape and Texture Modelling ICCV 2019
Human-Aware Motion Deblurring ICCV 2019
Deep Contextual Attention for Human-Object Interaction Detection ICCV 2019
Learning Compositional Neural Information Fusion for Human Parsing ICCV 2019
Hyperparameter Optimization for Tracking With Continuous Deep Q-Learning CVPR 2018
Zero Shot Learning via Low-rank Embedded Semantic AutoEncoder IJCAI 2018
Viewpoint-Aware Attentive Multi-View Inference for Vehicle Re-Identification CVPR 2018
Towards Universal Representation for Unseen Action Recognition CVPR 2018
Highly-Economized Multi-View Binary Compression for Scalable Image Clustering ECCV 2018
Zero-Shot Sketch-Image Hashing CVPR 2018
TBN: Convolutional Neural Network with Ternary Inputs and Binary Weights ECCV 2018
Deep Multi-Task Learning to Recognise Subtle Facial Expressions of Mental States ECCV 2018
Generative Domain-Migration Hashing for Sketch-to-Image Retrieval ECCV 2018
Discretely Coding Semantic Rank Orders for Supervised Image Hashing CVPR 2017
Simultaneous Super-Resolution and Cross-Modality Synthesis of 3D Medical Images Using Weakly-Supervised Joint Convolutional Sparse Coding CVPR 2017
Deep Binaries: Encoding Semantic-Rich Cues for Efficient Textual-Visual Cross Retrieval ICCV 2017
Zero-Shot Action Recognition With Error-Correcting Output Codes CVPR 2017
Deep Sketch Hashing: Fast Free-Hand Sketch-Based Image Retrieval CVPR 2017
Dynamic Multi-View Hashing for Online Image Retrieval IJCAI 2017
Unsupervised Deep Video Hashing with Balanced Rotation IJCAI 2017
Fast Person Re-Identification via Cross-Camera Semantic Binary Transformation CVPR 2017
Binary Coding for Partial Action Analysis With Limited Observation Ratios CVPR 2017
From Zero-Shot Learning to Conventional Supervised Classification: Unseen Visual Data Synthesis CVPR 2017
Learning Cross-View Binary Identities for Fast Person Re-Identification IJCAI 2016
Projection Bank: From High-Dimensional Data to Medium-Length Binary Codes ICCV 2015
Submodular Object Recognition CVPR 2014
A Multigraph Representation for Improved Unsupervised/Semi-supervised Learning of Human Actions CVPR 2014
Leveraging Hierarchical Parametric Networks for Skeletal Joints Based Action Segmentation and Recognition CVPR 2014
Unsupervised Spectral Dual Assignment Clustering of Human Actions in Context CVPR 2014
Learning Discriminative Representations from RGB-D Video Data IJCAI 2013