News!
- The paper "Rethinking the Optimization of Average Precision: Only Penalizing Negative Instances before Positive Ones is Enough" has been accepted by AAAI 2022. (2021-12-01)
- The workshop “LargeFineFoodAI: Large-Scale Fine-Grained Food AnalysIs“ has been held in conjunction with ICCV 2021. Links (2021-10-16)
- The paper "See More for Scene: Pairwise Consistency Learning for Scene Classification" has been accepted by NeurIPS 2021.(2021-09-29)
- The paper "Hierarchical object-to-zone graph for object navigation" has been accepted by ICCV 2021.(2021-07-23)
- The paper "ION: Instance-level Object Navigation" has been accepted by ACM Multimedia 2021.(2021-07-04)
- The paper "FoodLogoDet-1500: A Dataset for Large-Scale Food Logo Detection via Multi-Scale Feature Decoupling Network" has been accepted by ACM Multimedia 2021.(2021-07-04)
- The team won the championship of CVPR 2021 Embodied AI Workshop AI2-THOR ObjectNav Challenge. Links (2021-06-21)
- The paper "What If We Could Not See? Counterfactual Analysis for Egocentric Action Anticipation" has been accepted by IJCAI 2021.(2021-04-29)
- The paper "Plant Disease Recognition: A Large-Scale Benchmark Dataset and a Visual Region and Loss Reweighting Approach" has been accepted by IEEE Trans. on Image Processing(2020-12-29)
- The project "Image and Video Multi-scale representation and semantic mapping" (participated) won the first prize of the CAAI Wu Wenjun Artificial Intelligence Science and Technology Award. Links(2020-12-10)
- The paper "Amorphous Region Context Modeling for Scene Recognition" has been accepted by IEEE Trans. on Multimedia(2020-12-07)
- The project "Local associated analysis and expression of visual media" completed by Prof. Shuqiang Jiang's Group won the second prize of natural science. Links(2020-12-03)
- Keynote Speech "Contextual Correlation Visual Media Understanding and Search" on the 16th International Conference on Advanced Data Mining and Applications (ADMA 2020).(2020-11-13)
- 2019 FrontRunner 5000 Top Articles in Outstanding S&T Journals of China——the paper " Survey and Prospect of Intelligent Interaction-Oriented Image Recognition Techniques" (published on the Journal of Computer Research and Development, 2016)(2020-09-28)
- The paper “Hybrid-Attention Enhanced Two-Stream Fusion Network for Video Venue Prediction”has been accepted by IEEE Trans. on Multimedia.(2020-08-11)
- Four papers “ISIA Food-500: A dataset for Large-Scale Food Recognition via Stacked Global-Local Attention Network”, “Generalized Zero-shot Learning with Multi-source Semantic Embeddings for Scene Recognition”, “Expressional Region Retrieval” and “An Egocentric Action Anticipation Framework via Fusing Intuition and Analysis” have been accepted by ACM Multimedia 2020(2020-07-26)
- The paper “Attribute-Guided Feature Learning for Few-Shot Image Recognition”has been accepted by IEEE Trans. on Multimedia.(2020-04-29)
- The paper “Multi-attention Meta Learning for Few-shot Fine-grained Image Recognition”has been accepted by IJCAI.(2020-04-21)
- The paper “Few-Shot Food Recognition via Multi-View Representation Learning”has been accepted by ACM Transactions on Multimedia Computing, Communications and Applications.(2020-03-28)
- The paper “Scene Recognition with Prototype-agnostic Scene Layout”has been accepted by IEEE Transactions on Image Processing.(2020-03-28
- The paper “A Two-Stage Triplet Network Training Framework for Image Retrieval”has been accepted by IEEE Trans. on Multimedia.(2020-02-11)
- The paper “Food Recommendation: Framework, Existing Solutions and Challenges”has been accepted by IEEE Transactions on Multimedia.(2019-11-18)
- The paper “Logo-2K+: A Large-Scale Logo Dataset for Scalable Logo Classification”has been accepted by AAAI 2020.(2019-11-11)
- The paper “Learning Scene Attribute for Scene Recognition”has been accepted by IEEE Transactions on Multimedia.(2019-09-17)
- The paper “Multi-Task Deep Relative Attribute Learning for Visual Urban Perception”has been accepted by IEEE Transactions on Image Processing.(2019-07-28)
- The paper “Image Representations with Spatial Object-to-Object Relations for RGB-D Scene Recognition”has been accepted by IEEE Transactions on Image Processing.(2019-07-24)
- The paper “Multi-Scale Multi-View Deep Feature Aggregation for Food Recognition”has been accepted by IEEE Transactions on Image Processing.(2019-07-11)
- Four papers “Ingredient-Guided Cascaded Multi-Attention Network for Food Recognition”, “Aberrance-aware gradient-sensitive attentions for scene recognition with RGB-D videos”, “MUCH: MUtual Coupling enHancement of scene recognition and dense captioning” and “Attention-based Densely Connected LSTM for Video Captioning” have been accepted by ACM Multimedia 2019.(2019-07-03)
- The paper “A Survey on Food Computing”has been accepted by ACM Computing Surveys.(2019-04-30)
- The paper “Multifaceted Analysis of Fine-Tuning in Deep Model for Visual Recognition”has been accepted by ACM Transactions on Data Science.(2019-03-05)
- The paper “Know More Say Less: Image Captioning Based on Scene Graphs”has been accepted by IEEE Transactions on Multimedia.(2019-01-02)
- Shuqiang Jiang was invited to join Editorial Board of ACM TOMM journal as associate editor for the three-year term starting January 1st,2019 and ending December 31st,2021.(2019-01-01)
- The paper “Class Agnostic Image Common Object Detection”has been accepted by IEEE Transactions on Image Processing.(2018-12-24)
- The paper “Learning Object Context for Dense Captioning”has been accepted by AAAI2019.(2018-11-01)
- The paper “Hierarchy-Dependent Cross-Platform Multi-View Feature Learning for Venue Category Prediction”has been accepted by IEEE Transactions on Multimedia.(2018-10-03)
- The paper “Learning Effective RGB-D Representations for Scene Recognition”has been accepted by IEEE Transactions on Image Processing(TIP).(2018-09-24)
- The paper “Attentive Recurrent Neural Network for Weak-supervised Multi-label Image Classification”has been accepted by ACM Multimedia2018.(2018-07-03)
- The paper “Deep Patch Representations with Shared Codebook for Scene Classification”has been accepted by ACM Transactions on Multimedia Computing, Communications and Applications.(2018-06-10)
- The paper “Bundled Object Context for Referring Expressions”has been accepted by IEEE Transactions on Multimedia.(2018-02-09)
- The paper“Deep Structured Learning for Visual Relationship Detection”has been accepted by AAAI2018.(2017-11-09)
- The paper “You Are What You Eat: Exploring Rich Recipe Information for Cross-Region Food Analysis”has been accepted by IEEE Transactions on Multimedia.(2017-09-04)
- Two Papers“RGB-D Scene Recognition with Object-to-Object Relation”and “A Delicious Recipe Analysis Framework for Exploring Multi-Modal Recipes”have been accepted by ACM Multimedia Conference2017.(2017-07-03)
- Two Papers“Dual Track Multimodal Automatic Learning through Human-Robot Interaction”and“Combining Models from Multiple Sources for RGB-D Scene Recognition”have been accepted by IJCAI2017.(2017-04-14)