← Authors

Tiejun Huang

117 papers · 2015–2026 · 10 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (11) 🐝 Cross-Pollinator (6) πŸƒ Academic Marathon (10) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (10) πŸ—ΊοΈ Taxonomy Completionist (11) 🏠 Conference Loyalist (23) πŸ‘₯ Mega-Team (53) πŸ† Grand Slam πŸ‘‘ Triple Crown πŸ”¬ Deep Specialist (28) 🀝 Dynamic Duo (46) πŸ† Keyword Champion (2) πŸ—ƒοΈ Keyword Collector (421) ❓ The Questioner πŸ’Ž Century Club (112) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer πŸ”₯ Unstoppable (11) ⚑ Prolific Year (9)

Conferences

CVPR (30) AAAI (23) NIPS (23) ICCV (10) ICLR (8) ICML (8) ECCV (6) IJCAI (6) WACV (2) MICCAI (1)

Top co-authors

Zhaofei Yu (48) Yonghong Tian (18) Ruiqin Xiong (18) Jianhao Ding (11) Boxin Shi (11) Jiyuan Zhang (11) Tong Bu (10) Rui Zhao (10) Zecheng Hao (9) Lei Ma (9)

Research topics

Core AI (1)

Keywords

spike camera (28) spiking neural network (17) image reconstruction (15) image restoration (10) self-supervised learning (8) neuromorphic computing (7) spiking camera (7) motion estimation (7) motion blur (6) optical flow (6) neuromorphic vision (5) image processing (5) membrane potential (4) temporal learning (4) event-based vision (4) semantic segmentation (4) high dynamic range (4) optical flow estimation (4) video reconstruction (4) high-speed imaging (4)

Papers

Spike Imaging Velocimetry: Dense Motion Estimation of Fluids Using Spike Streams AAAI 2026
Spike Stream Memory Transfer for Dynamic Scene Reconstruction AAAI 2026
Splats in Splats: Robust and Effective 3D Steganography Towards Gaussian Splatting AAAI 2026
Can Protective Watermarking Safeguard the Copyright of 3D Gaussian Splatting? AAAI 2026
Generalized Threshold Optimization with Harmony Multi-Threshold Neurons for Accurate ANN-to-SNN Conversion AAAI 2026
Multi-Modal Latent Variables for Cross-Individual Primary Visual Cortex Modeling and Analysis AAAI 2025
Rethinking High-speed Image Reconstruction Framework with Spike Camera AAAI 2025
SpikeGS: Reconstruct 3D Scene Captured by a Fast-Moving Bio-Inspired Camera AAAI 2025
MLVU: Benchmarking Multi-task Long Video Understanding CVPR 2025
Code-as-Monitor: Constraint-aware Visual Programming for Reactive and Proactive Robotic Failure Detection CVPR 2025
Spk2ImgMamba: Spiking Camera Image Reconstruction with Multi-Scale State Space Models WACV 2025
ISP2HRNet: Learning to Reconstruct High Resolution Image from Irregularly Sampled Pixels via Hierarchical Gradient Learning ICCV 2025
SAMPLE: Semantic Alignment through Temporal-Adaptive Multimodal Prompt Learning for Event-Based Open-Vocabulary Action Recognition ICCV 2025
OmniGen: Unified Image Generation CVPR 2025
USP-Gaussian: Unifying Spike-based Image Reconstruction, Pose Correction and Gaussian Splatting CVPR 2025
Video-XL: Extra-Long Vision Language Model for Hour-Scale Video Understanding CVPR 2025
Spk2SRImgNet: Super-Resolve Dynamic Scene from Spike Stream via Motion Aligned Collaborative Filtering CVPR 2025
Neural Representational Consistency Emerges from Probabilistic Neural-Behavioral Representation Alignment ICML 2025
SOTA: Spike-Navigated Optimal TrAnsport Saliency Region Detection in Composite-bias Videos IJCAI 2025
Differential Coding for Training-Free ANN-to-SNN Conversion ICML 2025
Self-Supervised Learning for Color Spike Camera Reconstruction CVPR 2025
Faster and Stronger: When ANN-SNN Conversion Meets Parallel Spiking Calculation ICML 2025
SAN: Hypothesizing Long-Term Synaptic Development and Neural Engram Mechanism in Scalable Model’s Parameter-Efficient Fine-Tuning ICML 2025
You See it, You Got it: Learning 3D Creation on Pose-Free Videos at Scale CVPR 2025
Recognizing Ultra-High-Speed Moving Objects with Bio-Inspired Spike Camera AAAI 2024
Optical Flow for Spike Camera with Hierarchical Spatial-Temporal Spike Fusion AAAI 2024
A Progressive Training Framework for Spiking Neural Networks with Learnable Multi-hierarchical Model ICLR 2024
Online Stabilization of Spiking Neural Networks ICLR 2024
Uni3D: Exploring Unified 3D Representation at Scale ICLR 2024
Emu: Generative Pretraining in Multimodality ICLR 2024
Region-Native Visual Tokenization ECCV 2024
Learning to Robustly Reconstruct Dynamic Scenes from Low-light Spike Streams ECCV 2024
Towards HDR and HFR Video from Rolling-Mixed-Bit Spikings CVPR 2024
Generative Multimodal Models are In-Context Learners CVPR 2024
Exploring Efficient Asymmetric Blind-Spots for Self-Supervised Denoising in Real-World Scenarios CVPR 2024
Boosting Spike Camera Image Reconstruction from a Perspective of Dealing with Spike Fluctuations CVPR 2024
Intensity-Robust Autofocus for Spike Camera CVPR 2024
Spike-guided Motion Deblurring with Unknown Modal Spatiotemporal Alignment CVPR 2024
Super-Resolution Reconstruction from Bayer-Pattern Spike Streams CVPR 2024
Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation? NIPS 2024
Spatio-Temporal Interactive Learning for Efficient Image Reconstruction of Spiking Cameras NIPS 2024
Learning from Pattern Completion: Self-supervised Controllable Generation NIPS 2024
Continuous Spatiotemporal Events Decoupling through Spike-based Bayesian Computation NIPS 2024
SpikeReveal: Unlocking Temporal Sequences from Real Blurry Inputs with Spike Streams NIPS 2024
LM-HT SNN: Enhancing the Performance of SNN to ANN Counterpart through Learnable Multi-hierarchical Threshold Model NIPS 2024
SegVol: Universal and Interactive Volumetric Medical Image Segmentation NIPS 2024
Retrospective for the Dynamic Sensorium Competition for predicting large-scale mouse primary visual cortex activity from videos NIPS 2024
Enhancing Adversarial Robustness in SNNs with Sparse Gradients ICML 2024
Robust Stable Spiking Neural Networks ICML 2024
Threaten Spiking Neural Networks through Combining Rate and Temporal Information ICLR 2024
ShapeMamba-EM: Fine-Tuning Foundation Model with Local Shape Descriptors and Mamba Blocks for 3D EM Image Segmentation MICCAI 2024
Enhancing the Robustness of Spiking Neural Networks with Stochastic Gating Mechanisms AAAI 2024
Transient Glimpses: Unveiling Occluded Backgrounds through the Spike Camera AAAI 2024
Joint Demosaicing and Denoising for Spike Camera AAAI 2024
Evidential Uncertainty-Guided Mitochondria Segmentation for 3D EM Images AAAI 2024
Learning Temporal-Ordered Representation for Spike Streams Based on Discrete Wavelet Transforms AAAI 2023
Slow and Weak Attractor Computation Embedded in Fast and Strong E-I Balanced Neural Dynamics NIPS 2023
Unsupervised Optical Flow Estimation with Dynamic Timing Representation for Spike Camera NIPS 2023
Exploring Loss Functions for Time-based Training Strategy in Spiking Neural Networks NIPS 2023
Enhancing Motion Deblurring in High-Speed Scenes with Spike Streams NIPS 2023
Reducing ANN-SNN Conversion Error through Residual Membrane Potential AAAI 2023
Self-Supervised Joint Dynamic Scene Reconstruction and Optical Flow Estimation for Spiking Camera AAAI 2023
SVFI: Spiking-Based Video Frame Interpolation for High-Speed Motion AAAI 2023
Learning to Super-resolve Dynamic Scenes for Neuromorphic Spike Camera AAAI 2023
EVA: Exploring the Limits of Masked Visual Representation Learning at Scale CVPR 2023
Images Speak in Images: A Generalist Painter for In-Context Visual Learning CVPR 2023
1000 FPS HDR Video With a Spike-RGB Hybrid Camera CVPR 2023
SegGPT: Towards Segmenting Everything in Context ICCV 2023
MUVA: A New Large-Scale Benchmark for Multi-View Amodal Instance Segmentation in the Shopping Scenario ICCV 2023
Bridging the Gap between ANNs and SNNs by Calibrating Offset Spikes ICLR 2023
Entity Divider with Language Grounding in Multi-Agent Reinforcement Learning ICML 2023
Retinomorphic Object Detection in Asynchronous Visual Streams AAAI 2022
Spatio-Temporal Recurrent Networks for Event-Based Optical Flow Estimation AAAI 2022
Optimized Potential Initialization for Low-Latency Spiking Neural Networks AAAI 2022
Self-Supervised Mutual Learning for Dynamic Scene Reconstruction of Spiking Camera IJCAI 2022
Temporal Effective Batch Normalization in Spiking Neural Networks NIPS 2022
Oscillatory Tracking of Continuous Attractor Neural Networks Account for Phase Precession and Procession of Hippocampal Place Cells NIPS 2022
Spike Transformer: Monocular Depth Estimation for Spiking Camera ECCV 2022
Optimal ANN-SNN Conversion for High-accuracy and Ultra-low-latency Spiking Neural Networks ICLR 2022
Event-Based Video Reconstruction via Potential-Assisted Spiking Neural Network CVPR 2022
Learning Optical Flow from Continuous Spike Streams NIPS 2022
Adaptation Accelerating Sampling-based Bayesian Inference in Attractor Neural Networks NIPS 2022
SNN-RAT: Robustness-enhanced Spiking Neural Network through Regularized Adversarial Training NIPS 2022
Training Spiking Neural Networks with Event-driven Backpropagation NIPS 2022
State Transition of Dendritic Spines Improves Learning of Sparse Spiking Neural Networks ICML 2022
Optical Flow Estimation for Spiking Camera CVPR 2022
Point-BERT: Pre-Training 3D Point Cloud Transformers With Masked Point Modeling CVPR 2022
2D Amodal Instance Segmentation Guided by 3D Shape Prior ECCV 2022
Optimal ANN-SNN Conversion for Fast and Accurate Inference in Deep Spiking Neural Networks IJCAI 2021
Pruning of Deep Spiking Neural Networks through Gradient Rewiring IJCAI 2021
High-Speed Image Reconstruction Through Short-Term Plasticity for Spiking Cameras CVPR 2021
Super Resolve Dynamic Scene From Continuous Spike Streams ICCV 2021
NeuSpike-Net: High Speed Video Reconstruction via Bio-Inspired Neuromorphic Cameras ICCV 2021
Incorporating Learnable Membrane Time Constant To Enhance Learning of Spiking Neural Networks ICCV 2021
Deep Residual Learning in Spiking Neural Networks NIPS 2021
Noisy Adaptation Generates LΓ©vy Flights in Attractor Neural Networks NIPS 2021
Spk2ImgNet: Learning To Reconstruct Dynamic Scene From Continuous Spike Stream CVPR 2021
Learning Individually Inferred Communication for Multi-Agent Cooperation NIPS 2020
An Attention-driven Two-stage Clustering Method for Unsupervised Person Re-Identification ECCV 2020
Joint Filtering of Intensity Images and Neuromorphic Events for High-Resolution Noise-Robust Imaging CVPR 2020
Retina-Like Visual Image Reconstruction via Spiking Neural Model CVPR 2020
Neuromorphic Camera Guided High Dynamic Range Imaging CVPR 2020
Graph Convolutional Reinforcement Learning ICLR 2020
Learning Open Set Network with Discriminative Reciprocal Points ECCV 2020
UnModNet: Learning to Unwrap a Modulo Image for High Dynamic Range Imaging NIPS 2020
Global Co-occurrence Feature Learning and Active Coordinate System Conversion for Skeleton-based Action Recognition WACV 2020
Multi-Scale 3D Convolution Network for Video Based Person Re-Identification AAAI 2019
Transductive Episodic-Wise Adaptive Metric for Few-Shot Learning ICCV 2019
Bi-Directional Cascade Network for Perceptual Edge Detection CVPR 2019
Push-pull Feedback Implements Hierarchical Information Retrieval Efficiently NIPS 2019
Depth-Aware Stereo Video Retargeting CVPR 2018
Exploiting Multi-Grain Ranking Constraints for Precisely Searching Visually-Similar Vehicles ICCV 2017
Learning Long-Term Dependencies for Action Recognition With a Biologically-Inspired Deep Network ICCV 2017
To Project More or to Quantize More: Minimize Reconstruction Bias for Learning Compact Binary Codes IJCAI 2016
Unsupervised Cross-Dataset Transfer Learning for Person Re-Identification CVPR 2016
Deep Relative Distance Learning: Tell the Difference Between Similar Vehicles CVPR 2016
Hamming Compatible Quantization for Hashing IJCAI 2015