Fumin Shen

De-biased Natural Language Egocentric Task Verification via Prototypical Evidence Learning AAAI 2026 Efficiency Follows Global-Local Decoupling CVPR 2026 Iris: Bringing Real-World Priors into Diffusion Model for Monocular Depth Estimation CVPR 2026 MedFG-VQA: Low-Frequency Memory and Graph Attention for Lightweight Medical VQA CVPR 2026 Multimodal Learning on Low-Quality Data with Conformal Predictive Self-Calibration CVPR 2026 PCA-Seg: Revisiting Cost Aggregation for Open-Vocabulary Semantic and Part Segmentation CVPR 2026 Revisiting Learning with Noisy Labels: Active Forgetting and Noise Suppression CVPR 2026 Structure-to-Intensity Diffusion for Adverse-Weather LiDAR Generation CVPR 2026 From Observation to Understanding: Front-Door Adjustments with Uncertainty Calibration for Enhancing Egocentric Reasoning in LVLMs ACL 2025 PHGC: Procedural Heterogeneous Graph Completion for Natural Language Task Verification in Egocentric Videos CVPR 2025 Adaptive Uncertainty-Based Learning for Text-Based Person Retrieval AAAI 2024 Embracing Unimodal Aleatoric Uncertainty for Robust Multimodal Fusion CVPR 2024 Hierarchical Feature Alignment Network for Unsupervised Video Object Segmentation ECCV 2022 PNP: Robust Learning From Noisy Labels by Probabilistic Noise Prediction CVPR 2022 Semi-Supervised Video Paragraph Grounding With Contrastive Encoder CVPR 2022 TVT: Three-Way Vision Transformer through Multi-Modal Hypersphere Learning for Zero-Shot Sketch-Based Image Retrieval AAAI 2022 Enhancing Audio-Visual Association with Self-Supervised Curriculum Learning AAAI 2021 Jo-SRC: A Contrastive Approach for Combating Noisy Labels CVPR 2021 Non-Salient Region Object Mining for Weakly Supervised Semantic Segmentation CVPR 2021 PoseGTAC: Graph Transformer Encoder-Decoder with Atrous Convolution for 3D Human Pose Estimation IJCAI 2021 Prototype-Supervised Adversarial Network for Targeted Attack of Deep Hashing CVPR 2021 Webly Supervised Fine-Grained Recognition: Benchmark Datasets and an Approach ICCV 2021 Auto-Encoding Twin-Bottleneck Hashing CVPR 2020 Web-Supervised Network with Softly Update-Drop Training for Fine-Grained Visual Classification AAAI 2020 What Machines See Is Not What They Get: Fooling Scene Text Recognition Models With Adversarial Text Images CVPR 2020 Building Detail-Sensitive Semantic Segmentation Networks With Polynomial Pooling CVPR 2019 Deep Sketch-Shape Hashing With Segmented 3D Stochastic Viewing CVPR 2019 Dynamically Visual Disambiguation of Keyword-based Image Search IJCAI 2019 Exact Adversarial Attack to Image Captioning via Structured Output Learning With Latent Variables CVPR 2019 Make a Face: Towards Arbitrary High Fidelity Face Manipulation ICCV 2019 Deep Multi-Task Learning to Recognise Subtle Facial Expressions of Mental States ECCV 2018 Extracting Privileged Information from Untagged Corpora for Classifier Learning IJCAI 2018 Generative Domain-Migration Hashing for Sketch-to-Image Retrieval ECCV 2018 Highly-Economized Multi-View Binary Compression for Scalable Image Clustering ECCV 2018 Neural Stereoscopic Image Style Transfer ECCV 2018 TBN: Convolutional Neural Network with Ternary Inputs and Binary Weights ECCV 2018 Zero-Shot Sketch-Image Hashing CVPR 2018 Binary Coding for Partial Action Analysis With Limited Observation Ratios CVPR 2017 Deep Sketch Hashing: Fast Free-Hand Sketch-Based Image Retrieval CVPR 2017 Discretely Coding Semantic Rank Orders for Supervised Image Hashing CVPR 2017 From Zero-Shot Learning to Conventional Supervised Classification: Unseen Visual Data Synthesis CVPR 2017 Matrix Tri-Factorization With Manifold Regularizations for Zero-Shot Learning CVPR 2017 Zero-Shot Action Recognition With Error-Correcting Output Codes CVPR 2017 A Unified Framework for Discrete Spectral Clustering IJCAI 2016 Learning Binary Codes for Maximum Inner Product Search ICCV 2015 Supervised Discrete Hashing CVPR 2015 Inductive Hashing on Manifolds CVPR 2013