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Anton van den Hengel

  1. Vision-and-Language Navigation: Interpreting visually-grounded\n navigation instructions in real environments
    2017/11/20 by Peter J. Anderson, Qi Wu, Anderson, Peter +15 · 184 citations
    Computer Science · #Multimodal Machine Learning Applications #Speech and dialogue systems #Domain Adaptation and Few-Shot Learning
  2. Image-based Recommendations on Styles and Substitutes
    2015/06/15 by Julian McAuley, McAuley, Julian, Christopher Targett +5 · 149 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques #Visual Attention and Saliency Detection #cs.CV #cs.IR
  3. Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection
    2019/04/04 by Dong Gong, Gong, Dong, Lingqiao Liu +11 · 79 citations
    Computer Science · Medicine · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Data-Driven Disease Surveillance #FOS: Computer and information sciences #Network Security and Intrusion Detection
  4. REVERIE: Remote Embodied Visual Referring Expression in Real Indoor Environments
    2019/04/23 by Yuankai Qi, Qi, Yuankai, Qi Wu +11 · 71 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
  5. FVQA: Fact-Based Visual Question Answering
    2017/09/19 by Peng Wang, Qi Wu, Chunhua Shen +2 · 42 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
  6. Wider or Deeper: Revisiting the ResNet Model for Visual Recognition
    2016/11/30 by Zifeng Wu, Wu, Zifeng, Chunhua Shen +3 · 36 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  7. Deep Learning for Anomaly Detection: A Review
    2020/07/06 by Guansong Pang, Chunhua Shen, Longbing Cao +2 · 46 citations
    Computer Science · Medicine · #Anomaly Detection Techniques and Applications #Data-Driven Disease Surveillance #Network Security and Intrusion Detection
  8. FVQA: Fact-based Visual Question Answering
    2016/06/17 by Peng Wang, Wang, Peng, Qi Wu +7 · 27 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
  9. Deep Anomaly Detection with Deviation Networks
    2019/11/19 by Guansong Pang, Chunhua Shen, Pang, Guansong +3 · 24 citations
    Computer Science · #Advanced Malware Detection Techniques #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Network Security and Intrusion Detection
  10. Visual Question Answering: A Survey of Methods and Datasets
    2016/07/20 by Qi Wu, Damien Teney, Wu, Qi +9 · 22 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  11. On the General Value of Evidence, and Bilingual Scene-Text Visual Question Answering
    2020/02/24 by Xinyu Wang, Wang, Xinyu, Yuliang Liu +15 · 14 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  12. Image Captioning and Visual Question Answering Based on Attributes and External Knowledge
    2017/05/26 by Qi Wu, Chunhua Shen, Peng Wang +2 · 17 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
  13. Explicit Knowledge-based Reasoning for Visual Question Answering
    2015/11/09 by Peng Wang, Qi Wu, Wang, Peng +7 · 11 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #cs.CL #cs.CV
  14. Deep Weakly-supervised Anomaly Detection
    2019/10/30 by Guansong Pang, Pang, Guansong, Chunhua Shen +5 · 12 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Network Security and Intrusion Detection #Machine Learning and Data Classification
  15. Evading the Simplicity Bias: Training a Diverse Set of Models Discovers Solutions with Superior OOD Generalization
    2021/05/12 by Damien Teney, Teney, Damien, Ehsan Abbasnejad +5 · 11 citations
    Computer Science · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  16. Explainable Deep Few-shot Anomaly Detection with Deviation Networks
    2021/08/01 by Guansong Pang, Choubo Ding, Pang, Guansong +5 · 11 citations
    Computer Science · Medicine · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Data-Driven Disease Surveillance #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection
  17. The Road to Know-Where: An Object-and-Room Informed Sequential BERT for Indoor Vision-Language Navigation
    2021/04/09 by Yuankai Qi, Qi, Yuankai, Zizheng Pan +9 · 9 citations
    Computer Science · Engineering · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Robotics and Sensor-Based Localization
  18. DyCo3D: Robust Instance Segmentation of 3D Point Clouds through Dynamic Convolution
    2020/11/26 by Tong He, Chunhua Shen, He, Tong +3 · 8 citations
    Earth and Planetary Sciences · Engineering · Environmental Science · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications
  19. Object-and-Action Aware Model for Visual Language Navigation
    2020/07/29 by Yuankai Qi, Qi, Yuankai, Zizheng Pan +7 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  20. Active Learning by Feature Mixing
    2022/03/14 by Amin Parvaneh, Parvaneh, Amin, Ehsan Abbasnejad +9 · 8 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning and Algorithms #Machine Learning and Data Classification #Oil and Gas Production Techniques
  21. StyleDubber: Towards Multi-Scale Style Learning for Movie Dubbing
    2024/02/20 by Gaoxiang Cong, Cong, Gaoxiang, Yuankai Qi +15 · 11 citations
    Computer Science · #Video Analysis and Summarization #Generative Adversarial Networks and Image Synthesis #Music and Audio Processing
  22. Knowledge Composition using Task Vectors with Learned Anisotropic Scaling
    2024/07/03 by Frederic Z. Zhang, Zhang, Frederic Z., Paul S. Albert +7 · 13 citations
    Computer Science · #AI-based Problem Solving and Planning #Neural Networks and Applications #Fuzzy Logic and Control Systems
  23. From Motion Blur to Motion Flow: a Deep Learning Solution for Removing Heterogeneous Motion Blur
    2016/12/08 by Dong Gong, Jie Yang, Gong, Dong +13 · 4 citations
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods
  24. Ask Me Anything: Free-form Visual Question Answering Based on Knowledge from External Sources
    2015/11/22 by Qi Wu, Peng Wang, Wu, Qi +7 · 7 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  25. Bridging Category-level and Instance-level Semantic Image Segmentation
    2016/05/23 by Zifeng Wu, Chunhua Shen, Wu, Zifeng +3 · 6 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  26. V-PROM: A Benchmark for Visual Reasoning Using Visual Progressive\n Matrices
    2019/07/29 by Damien Teney, Teney, Damien, Peng Wang +9 · 4 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
  27. Understanding and Improving the Role of Projection Head in Self-Supervised Learning
    2022/12/22 by Kartik Gupta, Gupta, Kartik, Thalaiyasingam Ajanthan +5 · 6 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  28. Learning What Makes a Difference from Counterfactual Examples and\n Gradient Supervision
    2020/04/19 by Damien Teney, Ehsan Abbasnedjad, Teney, Damien +3 · 4 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
  29. Parallel Attention: A Unified Framework for Visual Object Discovery through Dialogs and Queries
    2017/11/17 by Bohan Zhuang, Qi Wu, Zhuang, Bohan +7 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  30. ViewFusion: Towards Multi-View Consistency via Interpolated Denoising
    2024/02/29 by Xianghui Yang, Yan Zuo, Yang, Xianghui +9 · 7 citations
    Computer Science · Social Sciences · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #FOS: Computer and information sciences #Multimedia Communication and Technology
  31. Neighbourhood Watch: Referring Expression Comprehension via Language-guided Graph Attention Networks
    2018/12/12 by Peng Wang, Qi Wu, Wang, Peng +9 · 3 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Topic Modeling
  32. Image Captioning and Visual Question Answering Based on Attributes and External Knowledge
    2016/03/09 by Qi Wu, Wu, Qi, Chunhua Shen +7 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  33. AdaCBM: An Adaptive Concept Bottleneck Model for Explainable and Accurate Diagnosis
    2024/08/04 by Townim Faisal Chowdhury, Chowdhury, Townim F., Vu Minh Hieu Phan +13 · 7 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning in Healthcare
  34. RandLoRA: Full-rank parameter-efficient fine-tuning of large models
    2025/02/03 by Paul S. Albert, Frederic Z. Zhang, Albert, Paul +9 · 14 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fault Detection and Control Systems #Image and Signal Denoising Methods #Sparse and Compressive Sensing Techniques
  35. Learning Deep Gradient Descent Optimization for Image Deconvolution
    2018/04/10 by Dong Gong, Gong, Dong, Zhen Zhang +9 · 3 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods #Sparse and Compressive Sensing Techniques
  36. Self-trained Deep Ordinal Regression for End-to-End Video Anomaly Detection
    2020/03/15 by Guansong Pang, Pang, Guansong, Yan, Cheng +6 · 3 citations
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Artificial Immune Systems Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Network Security and Intrusion Detection
  37. Learning Bayesian Sparse Networks with Full Experience Replay for Continual Learning
    2022/02/21 by Dong Gong, Qingsen Yan, Gong, Dong +7 · 4 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Multimodal Machine Learning Applications
  38. Distributionally Robust Bayesian Optimization with φ-divergences
    2022/03/04 by Hisham Husain, Husain, Hisham, Vu Nguyen +3 · 3 citations
    Decision Sciences · Mathematics · #Advanced Statistical Methods and Models #Advanced Statistical Process Monitoring #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Risk and Portfolio Optimization
  39. EmoDubber: Towards High Quality and Emotion Controllable Movie Dubbing
    2024/12/12 by Gaoxiang Cong, Jiadong Pan, Cong, Gaoxiang +13 · 8 citations
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Multimedia (cs.MM) #Sound (cs.SD) #Video Analysis and Summarization #electronic engineering #information engineering
  40. What value do explicit high level concepts have in vision to language problems?
    2015/06/03 by Qi Wu, Chunhua Shen, Wu, Qi +7 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  41. Infinite Variational Autoencoder for Semi-Supervised Learning
    2016/11/23 by Ehsan Abbasnejad, Anthony Dick, Abbasnejad, Ehsan +3 · 2 citations
    Computer Science · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  42. Can You Learn to See Without Images? Procedural Warm-Up for Vision Transformers
    2025/11/17 by Zachary Shinnick, Liangze Jiang, Shinnick, Zachary +7 · 2 voices · 2 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #cs.CV
  43. Unshuffling Data for Improved Generalization
    2020/02/27 by Damien Teney, Ehsan Abbasnejad, Teney, Damien +3 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  44. A Survey of Medical Vision-and-Language Applications and Their Techniques
    2024/11/19 by Qi Chen, Chen, Qi, Zhao, Ruoshan +19 · 7 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques
  45. Reinforcement Learning with Attention that Works: A Self-Supervised Approach
    2019/04/06 by Anthony Manchin, Manchin, Anthony, Ehsan Abbasnejad +3 · 1 voice
    Computer Science · Mathematics · #cs.LG #stat.ML
  46. Structured Multimodal Attentions for TextVQA
    2020/06/01 by Chenyu Gao, Qi Zhu, Gao, Chenyu +11 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  47. Learning Hash Functions Using Column Generation
    2013/03/02 by Xi Li, Guosheng Lin, Li, Xi +7 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.LG
  48. A Survey of Appearance Models in Visual Object Tracking
    2013/03/20 by Xi Li, Li, Xi, Weiming Hu +9 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Video Surveillance and Tracking Methods #cs.CV
  49. Learning to rank in person re-identification with metric ensembles
    2015/03/05 by Sakrapee Paisitkriangkrai, Chunhua Shen, Paisitkriangkrai, Sakrapee +3 · 1 citation
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gait Recognition and Analysis #Human Pose and Action Recognition #Video Surveillance and Tracking Methods #cs.CV
  50. Deeply Learning the Messages in Message Passing Inference
    2015/06/06 by Guosheng Lin, Chunhua Shen, Lin, Guosheng +5 · 1 citation
    Computer Science · Mathematics · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.CV #cs.LG #stat.ML
  51. Math Blind: Failures in Diagram Understanding Undermine Reasoning in MLLMs
    2025/03/26 by Yanpeng Sun, Sun, Yanpeng, Shan Zhang +13 · 8 citations
    Computer Science · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #Educational Tools and Methods #FOS: Computer and information sciences #Natural Language Processing Techniques
  52. When Unsupervised Domain Adaptation Meets Tensor Representations
    2017/07/19 by Hao Lü, Lei Zhang, Lu, Hao +11 · 3 citations
    Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Fetal and Pediatric Neurological Disorders #Multimodal Machine Learning Applications
  53. Less is more: zero-shot learning from online textual documents with noise suppression
    2016/04/05 by Ruizhi Qiao, Qiao, Ruizhi, Lingqiao Liu +5 · 1 citation
    Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Hepatitis B Virus Studies #Multimodal Machine Learning Applications
  54. Visual Question Answering as Reading Comprehension
    2018/11/29 by Hui Li, Li, Hui, Peng Wang +5 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  55. Weakly Supervised Video Individual CountingWeakly Supervised Video Individual Counting
    2023/12/10 by Xinyan Liu, Liu, Xinyan, Guorong Li +13 · 2 citations
    Computer Science · #Video Surveillance and Tracking Methods #Anomaly Detection Techniques and Applications #Human Pose and Action Recognition
  56. Domain Generalization via Rationale Invariance
    2023/08/22 by Liang Chen, Chen, Liang, Yong Zhang +7 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and Data Classification #Text and Document Classification Technologies
  57. Reasoning over Vision and Language: Exploring the Benefits of Supplemental Knowledge
    2021/01/15 by Violetta Shevchenko, Damien Teney, Shevchenko, Violetta +5 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
  58. Identifying Weight-Variant Latent Causal Models
    2022/08/30 by Yuhang Liu, Liu, Yuhang, Zhen Zhang +13 · 2 citations
    Computer Science · #Bayesian Modeling and Causal Inference #Advanced Graph Neural Networks #Domain Adaptation and Few-Shot Learning
  59. Visually Aligned Word Embeddings for Improving Zero-shot Learning
    2017/07/18 by Ruizhi Qiao, Qiao, Ruizhi, Lingqiao Liu +5 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  60. Deep Learning for Hate Speech Detection: A Comparative Study
    2022/02/19 by Jitendra Singh Malik, Malik, Jitendra Singh, Qiao, Hezhe +4 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Information Retrieval (cs.IR) #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG)
  61. Provably Efficient Bayesian Optimization with Unknown Gaussian Process Hyperparameter Estimation
    2023/06/12 by Huong Ha, Ha, Huong, Vu Nguyen +7 · 1 citation
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
  62. Care about you: towards large-scale human-centric visual relationship detection
    2017/05/28 by Bohan Zhuang, Qi Wu, Zhuang, Bohan +7 · 1 citation
    Computer Science · #Multimodal Machine Learning Applications #Human Pose and Action Recognition #Advanced Image and Video Retrieval Techniques
  63. Learning Common Rationale to Improve Self-Supervised Representation for Fine-Grained Visual Recognition Problems
    2023/03/03 by Yangyang Shu, Shu, Yangyang, Anton van den Hengel +3 · 1 citation
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Image Processing Techniques and Applications #Machine Learning (cs.LG)
  64. Identifiable Latent Polynomial Causal Models Through the Lens of Change
    2023/10/24 by Yuhang Liu, Liu, Yuhang, Zhen Zhang +13 · 2 citations
    Computer Science · #Bayesian Modeling and Causal Inference #Advanced Graph Neural Networks #Explainable Artificial Intelligence (XAI)
  65. Gold Seeker: Information Gain from Policy Distributions for\n Goal-oriented Vision-and-Langauge Reasoning
    2018/12/16 by Ehsan Abbasnejad, Abbasnejad, Ehsan, Iman Abbasnejad +7 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
  66. Knowledge Combination to Learn Rotated Detection Without Rotated Annotation
    2023/04/05 by Tianyu Zhu, Bryce Ferenczi, Zhu, Tianyu +9 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  67. Beyond DAGs: A Latent Partial Causal Model for Multimodal Learning
    2024/02/09 by Yuhang Liu, Zhen Zhang, Liu, Yuhang +14 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Bayesian Modeling and Causal Inference
  68. Premonition: Using Generative Models to Preempt Future Data Changes in Continual Learning
    2024/03/12 by Mark D. McDonnell, McDonnell, Mark D., Dong Gong +5 · 1 citation
    Social Sciences · #Education and Critical Thinking Development
  69. I Predict Therefore I Am: Is Next Token Prediction Enough to Learn Human-Interpretable Concepts from Data?
    2025/03/12 by Yuhang Liu, Dong Gong, Liu, Yuhang +15 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  70. Transformers Pretrained on Procedural Data Contain Modular Structures for Algorithmic Reasoning
    2025/05/28 by Zachary Shinnick, Shinnick, Zachary, Liangze Jiang +7 · 3 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  71. Are You Talking to Me? Reasoned Visual Dialog Generation through Adversarial Learning
    2017/11/21 by Qi Wu, Peng Wang, Wu, Qi +7 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  72. MuseBarControl: Enhancing Fine-Grained Control in Symbolic Music Generation through Pre-Training and Counterfactual Loss
    2024/07/05 by Yangyang Shu, Shu, Yangyang, Haiming Xu +7 · 1 citation
    Computer Science · Neuroscience · #Music Technology and Sound Studies #Neuroscience and Music Perception #Music and Audio Processing
  73. Towards Effective Deep Embedding for Zero-Shot Learning
    2018/08/30 by Lei Zhang, Peng Wang, Zhang, Lei +11 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
  74. Source-Free Unsupervised Domain Adaptation with Hypothesis Consolidation of Prediction Rationale
    2024/02/02 by Yangyang Shu, Xiaofeng Cao, Shu, Yangyang +11 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  75. MARec: Metadata Alignment for cold-start Recommendation
    2024/04/20 by Julien Monteil, Monteil, Julien, Volodymyr Vaskovych +7 · 1 citation
    Computer Science · #Topic Modeling #Recommender Systems and Techniques
  76. Mining Mid-level Visual Patterns with Deep CNN Activations
    2015/06/21 by Yao Li, Li, Yao, Lingqiao Liu +5 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
  77. On the Value of Cross-Modal Misalignment in Multimodal Representation Learning
    2025/04/14 by Yichao Cai, Yuhang Liu, Cai, Yichao +11 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
  78. Back from the Future: Key-Value Cache Management by Counter-Causal Surprise
    2026/07/30 by Stephen Gould, Anton van den Hengel
    Computer Science · #cs.LG