← Authors

Nanning Zheng

98 papers · 2013–2026 · 13 conferences · across top CS/AI conferences

Achievements

πŸ—ΊοΈ Taxonomy Completionist (129) 🌍 Conference Polyglot (13) πŸƒ Academic Marathon (12) 🌈 Renaissance Researcher (10) 🐝 Cross-Pollinator (13) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏠 Conference Loyalist (21) 🀝 Dynamic Duo (14) πŸ‘‘ Triple Crown πŸ† Grand Slam πŸ”¬ Deep Specialist (18) 🧬 Topic Evolution πŸš€ Conference Pioneer ⚑ Prolific Year (15) ❓ The Questioner (5) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (384) πŸ”₯ Unstoppable (11) πŸ’Ž Century Club (96)

Conferences

CVPR (21) NIPS (18) AAAI (16) ICCV (16) ECCV (8) ICML (5) ICLR (4) IJCAI (3) ACL (2) EMNLP (2) IJCNLP (1) MICCAI (1) RSS (1)

Top co-authors

Le Wang (14) Sanping Zhou (14) Gang Hua (12) Ping Wei (9) Shengnan An (8) Jian Sun (8) Jian-Guang Lou (8) Zeqi Lin (8) Yongqiang Ma (7) Wei Tang (7)

Keywords

object detection (9) semantic segmentation (7) metric learning (7) video understanding (7) neural network (7) feature extraction (6) temporal action localization (6) person re-identification (6) attention mechanism (5) action recognition (5) knowledge distillation (4) convolutional neural network (4) 3d object detection (4) large language model (4) zero-shot learning (3) weakly supervised learning (3) multi-scale feature (3) transfer learning (3) trajectory prediction (3) few-shot learning (3)

Papers

UniHOI: Unified Human-Object Interaction Understanding via Unified Token Space AAAI 2026
EVOKE: Efficient and High-Fidelity EEG-to-Video Reconstruction via Decoupling Implicit Neural Representation AAAI 2026
Beyond Single-Modal Boundary: Cross-Modal Anomaly Detection through Visual Prototype and Harmonization CVPR 2025
Beyond Image Classification: A Video Benchmark and Dual-Branch Hybrid Discrimination Framework for Compositional Zero-Shot Learning CVPR 2025
ForestLPR: LiDAR Place Recognition in Forests Attentioning Multiple BEV Density Images CVPR 2025
DAMap: Distance-aware MapNet for High Quality HD Map Construction ICCV 2025
Unveiling Multi-View Anomaly Detection: Intra-view Decoupling and Inter-view Fusion AAAI 2025
See Through Their Minds: Learning Transferable Brain Decoding Models from Cross-Subject fMRI AAAI 2025
FreqPDE: Rethinking Positional Depth Embedding for Multi-View 3D Object Detection Transformers ICCV 2025
On the Statistical Mechanisms of Distributional Compositional Generalization ICML 2025
Beyond Brain Decoding: Visual-Semantic Reconstructions to Mental Creation Extension Based on fMRI ICCV 2025
AugDETR: Improving Multi-scale Learning for Detection Transformer ECCV 2024
Text Grouping Adapter: Adapting Pre-trained Text Detector for Layout Analysis CVPR 2024
Make Your LLM Fully Utilize the Context NIPS 2024
Diffusion Model with Cross Attention as an Inductive Bias for Disentanglement NIPS 2024
Molecule Design by Latent Prompt Transformer NIPS 2024
TPR: Topology-Preserving Reservoirs for Generalized Zero-Shot Learning NIPS 2024
Neural P$^3$M: A Long-Range Interaction Modeling Enhancer for Geometric GNNs NIPS 2024
V-DETR: DETR with Vertex Relative Position Encoding for 3D Object Detection ICLR 2024
Class-aware Mutual Mixup with Triple Alignments for Semi-Supervised Cross-domain Segmentation MICCAI 2024
Self-Consistency Training for Density-Functional-Theory Hamiltonian Prediction ICML 2024
Breaking through the learning plateaus of in-context learning in Transformer ICML 2024
Voxel or Pillar: Exploring Efficient Point Cloud Representation for 3D Object Detection AAAI 2024
GSO-Net: Grid Surface Optimization via Learning Geometric Constraints AAAI 2024
IS-DARTS: Stabilizing DARTS through Precise Measurement on Candidate Importance AAAI 2024
Can LLMs Learn From Mistakes? An Empirical Study on Reasoning Tasks EMNLP 2024
PMT: Progressive Mean Teacher via Exploring Temporal Consistency for Semi-Supervised Medical Image Segmentation ECCV 2024
MRSP: Learn Multi-Representations of Single Primitive for Compositional Zero-Shot Learning ECCV 2024
Inverse Compositional Learning for Weakly-supervised Relation Grounding ICCV 2023
Skill-Based Few-Shot Selection for In-Context Learning EMNLP 2023
Closing the gap between the upper bound and lower bound of Adam's iteration complexity NIPS 2023
DBQ-SSD: Dynamic Ball Query for Efficient 3D Object Detection ICLR 2023
Does Deep Learning Learn to Abstract? A Systematic Probing Framework ICLR 2023
Learning Trajectories are Generalization Indicators NIPS 2023
DisDiff: Unsupervised Disentanglement of Diffusion Probabilistic Models NIPS 2023
StructVPR: Distill Structural Knowledge With Weighting Samples for Visual Place Recognition CVPR 2023
Geometric Transformer with Interatomic Positional Encoding NIPS 2023
MixPHM: Redundancy-Aware Parameter-Efficient Tuning for Low-Resource Visual Question Answering CVPR 2023
How Do In-Context Examples Affect Compositional Generalization? ACL 2023
DETR Does Not Need Multi-Scale or Locality Design ICCV 2023
SE(3) Equivariant Graph Neural Networks with Complete Local Frames ICML 2022
Could Giant Pre-trained Image Models Extract Universal Representations? NIPS 2022
Visual Concepts Tokenization NIPS 2022
Construct Effective Geometry Aware Feature Pyramid Network for Multi-Scale Object Detection AAAI 2022
Social Interpretable Tree for Pedestrian Trajectory Prediction AAAI 2022
LGD: Label-Guided Self-Distillation for Object Detection AAAI 2022
Learning Disentangled Classification and Localization Representations for Temporal Action Localization AAAI 2022
Learning To Refactor Action and Co-Occurrence Features for Temporal Action Localization CVPR 2022
TransVPR: Transformer-Based Place Recognition With Multi-Level Attention Aggregation CVPR 2022
Asymmetric Relation Consistency Reasoning for Video Relation Grounding ECCV 2022
Towards Building A Group-based Unsupervised Representation Disentanglement Framework ICLR 2022
Greedy based Value Representation for Optimal Coordination in Multi-agent Reinforcement Learning ICML 2022
Instance-Conditional Knowledge Distillation for Object Detection NIPS 2021
INVIGORATE: Interactive Visual Grounding and Grasping in Clutter RSS 2021
Unlimited Neighborhood Interaction for Heterogeneous Trajectory Prediction ICCV 2021
Enriching Local and Global Contexts for Temporal Action Localization ICCV 2021
Practical Relative Order Attack in Deep Ranking ICCV 2021
Meta Pairwise Relationship Distillation for Unsupervised Person Re-Identification ICCV 2021
Learning Algebraic Recombination for Compositional Generalization ACL 2021
Semantic Consistency Networks for 3D Object Detection AAAI 2021
Weakly Supervised Temporal Action Localization Through Learning Explicit Subspaces for Action and Context AAAI 2021
ACSNet: Action-Context Separation Network for Weakly Supervised Temporal Action Localization AAAI 2021
Co-evolution Transformer for Protein Contact Prediction NIPS 2021
Dynamic Grained Encoder for Vision Transformers NIPS 2021
Hindsight Trust Region Policy Optimization IJCAI 2021
Learning Algebraic Recombination for Compositional Generalization IJCNLP 2021
End-to-End Object Detection With Fully Convolutional Network CVPR 2021
Compositional Generalization by Learning Analytical Expressions NIPS 2020
Fine-Grained Dynamic Head for Object Detection NIPS 2020
Rethinking Learnable Tree Filter for Generic Feature Transform NIPS 2020
Semantics-Guided Neural Networks for Efficient Skeleton-Based Human Action Recognition CVPR 2020
A Boundary Based Out-of-Distribution Classifier for Generalized Zero-Shot Learning ECCV 2020
Learnable Tree Filter for Structure-preserving Feature Transform NIPS 2019
Video Imprint Segmentation for Temporal Action Detection in Untrimmed Videos AAAI 2019
Recognizing Unseen Attribute-Object Pair with Generative Model AAAI 2019
SR-LSTM: State Refinement for LSTM Towards Pedestrian Trajectory Prediction CVPR 2019
Compressing Unknown Images With Product Quantizer for Efficient Zero-Shot Classification CVPR 2019
Weakly Supervised Temporal Action Localization Through Contrast Based Evaluation Networks ICCV 2019
Adding Attentiveness to the Neurons in Recurrent Neural Networks ECCV 2018
Where and Why Are They Looking? Jointly Inferring Human Attention and Intentions in Complex Tasks CVPR 2018
Kernelized Subspace Pooling for Deep Local Descriptors CVPR 2018
Transductive Semi-Supervised Deep Learning using Min-Max Features ECCV 2018
Grassmann Pooling as Compact Homogeneous Bilinear Pooling for Fine-Grained Visual Classification ECCV 2018
ER3: A Unified Framework for Event Retrieval, Recognition and Recounting CVPR 2017
Discriminative Dictionary Learning With Ranking Metric Embedded for Person Re-Identification IJCAI 2017
Inferring Human Attention by Learning Latent Intentions IJCAI 2017
View Adaptive Recurrent Neural Networks for High Performance Human Action Recognition From Skeleton Data ICCV 2017
Point to Set Similarity Based Deep Feature Learning for Person Re-Identification CVPR 2017
Person Re-Identification by Multi-Channel Parts-Based CNN With Improved Triplet Loss Function CVPR 2016
Similarity Learning With Spatial Constraints for Person Re-Identification CVPR 2016
Similarity Learning on an Explicit Polynomial Kernel Feature Map for Person Re-Identification CVPR 2015
Contour Guided Hierarchical Model for Shape Matching ICCV 2015
Saturation-Preserving Specular Reflection Separation CVPR 2015
Illumination Robust Color Naming via Label Propagation ICCV 2015
Constructing Adaptive Complex Cells for Robust Visual Tracking ICCV 2013
Salient Object Detection: A Discriminative Regional Feature Integration Approach CVPR 2013
Concurrent Action Detection with Structural Prediction ICCV 2013
Modeling 4D Human-Object Interactions for Event and Object Recognition ICCV 2013