← Authors

Liang Zheng

71 papers · 2013–2025 · 10 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸƒ Academic Marathon (12) 🐝 Cross-Pollinator (10) πŸ—ΊοΈ Taxonomy Completionist (85) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌈 Renaissance Researcher (6) 🌍 Conference Polyglot (10) 🏠 Conference Loyalist (28) 🀝 Dynamic Duo (13) πŸ‘‘ Triple Crown πŸ† Grand Slam πŸ”¬ Deep Specialist (13) 🧬 Topic Evolution πŸ† Keyword Champion (2) πŸš€ Conference Pioneer πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (203) ⚑ Prolific Year (11) πŸ”₯ Unstoppable (13) πŸ’Ž Century Club (71) ❓ The Questioner (7)

Conferences

CVPR (28) ECCV (15) ICCV (9) ICLR (7) ICML (4) NIPS (3) AAAI (2) CORL (1) IJCAI (1) WACV (1)

Top co-authors

Yi Yang (13) Shengjin Wang (11) Stephen Gould (10) Weijian Deng (10) Qi Tian (8) Jaskirat Singh (8) Yunzhong Hou (7) Tom Gedeon (6) Zhongdao Wang (5) Zhun Zhong (5)

Keywords

person re-identification (13) representation learning (7) domain adaptation (7) image retrieval (6) feature learning (4) convolutional neural network (4) transfer learning (4) image classification (3) latent diffusion model (3) latent diffusion (3) unsupervised learning (3) distribution shift (3) bag of word (3) semantic segmentation (2) image generation (2) feature embedding (2) reinforcement learning (2) face recognition (2) image reconstruction (2) metric learning (2)

Papers

Can We Predict Performance of Large Models across Vision-Language Tasks? ICML 2025
Aesthetic Post-Training Diffusion Models from Generic Preferences with Step-by-step Preference Optimization CVPR 2025
Vec2Face: Scaling Face Dataset Generation with Loosely Constrained Vectors ICLR 2025
Effective Training Data Synthesis for Improving MLLM Chart Understanding ICCV 2025
REPA-E: Unlocking VAE for End-to-End Tuning of Latent Diffusion Transformers ICCV 2025
DDPA-3DVG: Vision-Language Dual-Decoupling and Progressive Alignment for 3D Visual Grounding IJCAI 2025
Learning to Select Views for Efficient Multi-View Understanding CVPR 2024
SmartMask: Context Aware High-Fidelity Mask Generation for Fine-grained Object Insertion and Layout Control CVPR 2024
Taylor Videos for Action Recognition ICML 2024
CIFAR-10-Warehouse: Broad and More Realistic Testbeds in Model Generalization Analysis ICLR 2024
Towards Optimal Feature-Shaping Methods for Out-of-Distribution Detection ICLR 2024
Alice Benchmarks: Connecting Real World Re-Identification with the Synthetic ICLR 2024
Bounding Box Stability against Feature Dropout Reflects Detector Generalization across Environments ICLR 2024
Adaptive Multi-head Contrastive Learning ECCV 2024
Training A Small Emotional Vision Language Model for Visual Art Comprehension ECCV 2024
The First to Know: How Token Distributions Reveal Hidden Knowledge in Large Vision-Language Models? ECCV 2024
Adapting Humanoid Locomotion over Challenging Terrain via Two-Phase Training CORL 2024
Large-Scale Training Data Search for Object Re-Identification CVPR 2023
CircNet: Meshing 3D Point Clouds with Circumcenter Detection ICLR 2023
Split To Learn: Gradient Split for Multi-Task Human Image Analysis WACV 2023
How Far Pre-trained Models Are from Neural Collapse on the Target Dataset Informs their Transferability ICCV 2023
High-Fidelity Guided Image Synthesis With Latent Diffusion Models CVPR 2023
Adaptive Calibrator Ensemble: Navigating Test Set Difficulty in Out-of-Distribution Scenarios ICCV 2023
Confidence and Dispersity Speak: Characterizing Prediction Matrix for Unsupervised Accuracy Estimation ICML 2023
A Bag-of-Prototypes Representation for Dataset-Level Applications CVPR 2023
Privacy Assessment on Reconstructed Images: Are Existing Evaluation Metrics Faithful to Human Perception? NIPS 2023
Divide, Evaluate, and Refine: Evaluating and Improving Text-to-Image Alignment with Iterative VQA Feedback NIPS 2023
How to Synthesize a Large-Scale and Trainable Micro-Expression Dataset? ECCV 2022
On the Strong Correlation Between Model Invariance and Generalization NIPS 2022
Intelli-Paint: Towards Developing More Human-Intelligible Painting Agents ECCV 2022
Paint2Pix: Interactive Painting Based Progressive Image Synthesis and Editing ECCV 2022
Are Labels Always Necessary for Classifier Accuracy Evaluation? CVPR 2021
Visualizing Adapted Knowledge in Domain Transfer CVPR 2021
Positive Sample Propagation Along the Audio-Visual Event Line CVPR 2021
Combining Semantic Guidance and Deep Reinforcement Learning for Generating Human Level Paintings CVPR 2021
Ranking Models in Unlabeled New Environments ICCV 2021
VTNet: Visual Transformer Network for Object Goal Navigation ICLR 2021
What Does Rotation Prediction Tell Us about Classifier Accuracy under Varying Testing Environments? ICML 2021
Multiview Detection with Feature Perspective Transformation ECCV 2020
Simulating Content Consistent Vehicle Datasets with Attribute Descent ECCV 2020
Learning Object Relation Graph and Tentative Policy for Visual Navigation ECCV 2020
CycAs: Self-supervised Cycle Association for Learning Re-identifiable Descriptions ECCV 2020
Towards Real-Time Multi-Object Tracking ECCV 2020
Random Erasing Data Augmentation AAAI 2020
Learning to Structure an Image With Few Colors CVPR 2020
From Depth What Can You See? Depth Completion via Auxiliary Image Reconstruction CVPR 2020
Circle Loss: A Unified Perspective of Pair Similarity Optimization CVPR 2020
Correlating Edge, Pose With Parsing CVPR 2020
Joint Discriminative and Generative Learning for Person Re-Identification CVPR 2019
Taking a Closer Look at Domain Shift: Category-Level Adversaries for Semantics Consistent Domain Adaptation CVPR 2019
Linkage Based Face Clustering via Graph Convolution Network CVPR 2019
Dissecting Person Re-Identification From the Viewpoint of Viewpoint CVPR 2019
Invariance Matters: Exemplar Memory for Domain Adaptive Person Re-Identification CVPR 2019
A Bottom-Up Clustering Approach to Unsupervised Person Re-Identification AAAI 2019
Macro-Micro Adversarial Network for Human Parsing ECCV 2018
Deep Adversarial Attention Alignment for Unsupervised Domain Adaptation: the Benefit of Target Expectation Maximization ECCV 2018
Generalizing A Person Retrieval Model Hetero- and Homogeneously ECCV 2018
Beyond Part Models: Person Retrieval with Refined Part Pooling (and A Strong Convolutional Baseline) ECCV 2018
Camera Style Adaptation for Person Re-Identification CVPR 2018
Image-Image Domain Adaptation With Preserved Self-Similarity and Domain-Dissimilarity for Person Re-Identification CVPR 2018
SVDNet for Pedestrian Retrieval ICCV 2017
Unlabeled Samples Generated by GAN Improve the Person Re-Identification Baseline in Vitro ICCV 2017
Person Re-Identification in the Wild CVPR 2017
Re-Ranking Person Re-Identification With k-Reciprocal Encoding CVPR 2017
Dynamic Label Graph Matching for Unsupervised Video Re-Identification ICCV 2017
InterActive: Inter-Layer Activeness Propagation CVPR 2016
Scalable Person Re-Identification: A Benchmark ICCV 2015
Query-Adaptive Late Fusion for Image Search and Person Re-Identification CVPR 2015
Bayes Merging of Multiple Vocabularies for Scalable Image Retrieval CVPR 2014
Packing and Padding: Coupled Multi-index for Accurate Image Retrieval CVPR 2014
Lp-Norm IDF for Large Scale Image Search CVPR 2013