Siwei Lyu

DICE: Distilling Classifier-Free Guidance into Text Embeddings AAAI 2026 HOIGPT: Learning Long-Sequence Hand-Object Interaction with Language Models CVPR 2025 Knowledge Distillation with Refined Logits ICCV 2025 Your Text Encoder Can Be An Object-Level Watermarking Controller ICCV 2025 Exposing Text-Image Inconsistency Using Diffusion Models ICLR 2024 First-Order Minimax Bilevel Optimization NeurIPS 2024 Improving Fairness in Deepfake Detection WACV 2024 On the Trajectory Regularity of ODE-based Diffusion Sampling ICML 2024 ParallelEdits: Efficient Multi-Aspect Text-Driven Image Editing with Attention Grouping NeurIPS 2024 Simple and Fast Distillation of Diffusion Models NeurIPS 2024 Transcending Forgery Specificity with Latent Space Augmentation for Generalizable Deepfake Detection CVPR 2024 Controlling Neural Style Transfer with Deep Reinforcement Learning IJCAI 2023 DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection NeurIPS 2023 Outlier Robust Adversarial Training ACML 2023 Tracking Multiple Deformable Objects in Egocentric Videos CVPR 2023 Adaptive Face Forgery Detection in Cross Domain ECCV 2022 Differentially private SGDA for minimax problems UAI 2022 Stochastic Planner-Actor-Critic for Unsupervised Deformable Image Registration AAAI 2022 Sum of Ranked Range Loss for Supervised Learning JMLR 2022 Towards To-a-T Spatio-Temporal Focus for Skeleton-Based Action Recognition AAAI 2022 Detection, Tracking, and Counting Meets Drones in Crowds: A Benchmark CVPR 2021 Invisible Backdoor Attack With Sample-Specific Triggers ICCV 2021 Stability and Differential Privacy of Stochastic Gradient Descent for Pairwise Learning with Non-Smooth Loss AISTATS 2021 Stochastic Actor-Executor-Critic for Image-to-Image Translation IJCAI 2021 TkML-AP: Adversarial Attacks to Top-k Multi-Label Learning ICCV 2021 3D Single-Person Concurrent Activity Detection Using Stacked Relation Network AAAI 2020 Cascade Graph Neural Networks for RGB-D Salient Object Detection ECCV 2020 Celeb-DF: A Large-Scale Challenging Dataset for DeepFake Forensics CVPR 2020 Learning by Minimizing the Sum of Ranked Range NeurIPS 2020 Learning Semantic Neural Tree for Human Parsing ECCV 2020 Voice Conversion Using Speech-to-Speech Neuro-Style Transfer Interspeech 2020 Deep Correlated Predictive Subspace Learning for Incomplete Multi-View Semi-Supervised Classification IJCAI 2019 Learning Non-Uniform Hypergraph for Multi-Object Tracking AAAI 2019 Object-Driven Text-To-Image Synthesis via Adversarial Training CVPR 2019 Scale Invariant Fully Convolutional Network: Detecting Hands Efficiently AAAI 2019 Multi-Scale Structure-Aware Network for Human Pose Estimation ECCV 2018 Stochastic Proximal Algorithms for AUC Maximization ICML 2018 Tagging Like Humans: Diverse and Distinct Image Annotation CVPR 2018 Adaptive RNN Tree for Large-Scale Human Action Recognition ICCV 2017 Learning with Average Top-k Loss NeurIPS 2017 Fast Convergence of Online Pairwise Learning Algorithms AISTATS 2016 Stochastic Online AUC Maximization NeurIPS 2016 Category-Blind Human Action Recognition: A Practical Recognition System ICCV 2015 Improving Image Restoration With Soft-Rounding ICCV 2015 ML-MG: Multi-Label Learning With Missing Labels Using a Mixed Graph ICCV 2015 UniHIST: A Unified Framework for Image Restoration With Marginal Histogram Constraints CVPR 2015 Using Projection Kurtosis Concentration Of Natural Images For Blind Noise Covariance Matrix Estimation CVPR 2014 Deep Feature Learning Using Target Priors with Applications in ECoG Signal Decoding for BCI IJCAI 2013 On Algorithms for Sparse Multi-factor NMF NeurIPS 2013 Simultaneous Clustering and Tracklet Linking for Multi-face Tracking in Videos ICCV 2013 Learning with Target Prior NeurIPS 2012 Unifying Non-Maximum Likelihood Learning Objectives with Minimum KL Contraction NeurIPS 2011 Divisive Normalization: Justification and Effectiveness as Efficient Coding Transform NeurIPS 2010 Reducing statistical dependencies in natural signals using radial Gaussianization NeurIPS 2008 Statistical Modeling of Images with Fields of Gaussian Scale Mixtures NeurIPS 2006