Boqing Gong
- Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
2025/07/07 by Gheorghe Comanici, Eric Bieber, Comanici, Gheorghe +6844 · 8 voices · 1354 citations
#cs.CL #cs.AI
- Language Model Beats Diffusion -- Tokenizer is Key to Visual Generation
2023/10/09 by Lijun Yu, Yu, Lijun, José Lezama +28 · 109 citations
Computer Science · Medicine · #Multimodal Machine Learning Applications #Topic Modeling #Artificial Intelligence in Healthcare and Education
- Large-Scale Long-Tailed Recognition in an Open World
2019/04/10 by Ziwei Liu, Liu, Ziwei, Zhongqi Miao +9 · 43 citations
Computer Science · Medicine · #COVID-19 diagnosis using AI #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
- Spatiotemporal Contrastive Video Representation Learning
2020/08/09 by Rui Qian, Qian, Rui, Tianjian Meng +11 · 22 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text
2021/04/22 by Hassan Akbari, Liangzhe Yuan, Akbari, Hassan +11 · 21 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Human Pose and Action Recognition #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Music and Audio Processing #electronic engineering #information engineering
- An Empirical Study and Analysis of Generalized Zero-Shot Learning for Object Recognition in the Wild
2016/05/13 by Wei‐Lun Chao, Soravit Changpinyo, Chao, Wei-Lun +5 · 17 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Geophysical Methods and Applications
- Surrogate Gap Minimization Improves Sharpness-Aware Training
2022/03/15 by Juntang Zhuang, Zhuang, Juntang, Boqing Gong +13 · 15 citations
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Image Enhancement Techniques #Machine Learning (cs.LG) #Visual Attention and Saliency Detection
- Epsilon-VAE: Denoising as Visual Decoding
2024/10/05 by Long Zhao, Zhao, Long, Sanghyun Woo +15 · 2 voices · 6 citations
Computer Science · #Advanced Steganography and Watermarking Techniques #Computer Graphics and Visualization Techniques #Data Visualization and Analytics #cs.AI #cs.CV #eess.IV
- PolarNet: An Improved Grid Representation for Online LiDAR Point Clouds Semantic Segmentation
2020/03/31 by Yang Zhang, Zhang, Yang, Zixiang Zhou +11 · 11 citations
Computer Science · Engineering · Environmental Science · #Advanced Neural Network Applications #Robotics and Sensor-Based Localization #Remote Sensing and LiDAR Applications
- When Vision Transformers Outperform ResNets without Pre-training or Strong Data Augmentations
2021/06/03 by Xiangning Chen, Cho‐Jui Hsieh, Chen, Xiangning +3 · 12 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- VQS: Linking Segmentations to Questions and Answers for Supervised Attention in VQA and Question-Focused Semantic Segmentation
2017/08/15 by Chuang Gan, Yandong Li, Gan, Chuang +7 · 10 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
- Query-Focused Video Summarization: Dataset, Evaluation, and A Memory Network Based Approach
2017/07/16 by Aidean Sharghi, Sharghi, Aidean, Jacob Laurel +3 · 7 citations
Computer Science · Engineering · #Video Analysis and Summarization #Music and Audio Processing #Human Motion and Animation
- Look, Listen, and Act: Towards Audio-Visual Embodied Navigation
2019/12/25 by Chuang Gan, Gan, Chuang, Yiwei Zhang +7 · 8 citations
Neuroscience · Computer Science · #Tactile and Sensory Interactions #Music and Audio Processing #Advanced Image and Video Retrieval Techniques
- MACER: Attack-free and Scalable Robust Training via Maximizing Certified Radius
2020/01/08 by Runtian Zhai, Zhai, Runtian, Dan Chen +13 · 13 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Domain Adaptation and Few-Shot Learning
- NATTACK: Learning the Distributions of Adversarial Examples for an Improved Black-Box Attack on Deep Neural Networks
2019/05/01 by Yandong Li, Lijun Li, Li, Yandong +7 · 12 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Advanced Malware Detection Techniques
- Query-Focused Extractive Video Summarization
2016/07/18 by Aidean Sharghi, Sharghi, Aidean, Boqing Gong +3 · 5 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Music and Audio Processing #Video Analysis and Summarization
- Understanding the Impact of Negative Prompts: When and How Do They Take Effect?
2024/06/05 by Yuanhao Ban, Ban, Yuanhao, Ruochen Wang +9 · 13 citations
Psychology · #Computer Vision and Pattern Recognition (cs.CV) #Educational and Psychological Assessments #FOS: Computer and information sciences #Resilience and Mental Health
- Instruct-Imagen: Image Generation with Multi-modal Instruction
2024/01/03 by Hexiang Hu, Hu, Hexiang, Kelvin C. K. Chan +21 · 10 citations
Computer Science · #Artificial Intelligence (cs.AI) #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 #Topic Modeling
- Complete & Label: A Domain Adaptation Approach to Semantic Segmentation of LiDAR Point Clouds
2020/07/16 by Li Yi, Yi, Li, Boqing Gong +3 · 5 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG)
- Synthesized Classifiers for Zero-Shot Learning
2016/03/02 by Soravit Changpinyo, Changpinyo, Soravit, Wei‐Lun Chao +5 · 4 citations
Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Distilling Vision-Language Models on Millions of Videos
2024/01/11 by Yue Zhao, L. Zhao, Long Zhao +22 · 1 voice · 2 citations
Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- MoViNets: Mobile Video Networks for Efficient Video Recognition
2021/03/21 by Dan Kondratyuk, Liangzhe Yuan, Kondratyuk, Dan +11 · 4 citations
Computer Science · Medicine · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Diabetic Foot Ulcer Assessment and Management #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG)
- Improving the Improved Training of Wasserstein GANs: A Consistency Term and Its Dual Effect
2018/03/05 by Wei Xiang, Wei, Xiang, Boqing Gong +7 · 3 citations
Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Smooth Adversarial Training
2020/06/25 by Cihang Xie, Xie, Cihang, Mingxing Tan +7 · 7 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Bacillus and Francisella bacterial research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
- Rethinking Class-Balanced Methods for Long-Tailed Visual Recognition from a Domain Adaptation Perspective
2020/03/24 by Muhammad Abdullah Jamal, Jamal, Muhammad Abdullah, Matthew A. Brown +7 · 3 citations
Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Neonatal and fetal brain pathology
- On Calibrating Semantic Segmentation Models: Analyses and An Algorithm
2022/12/22 by Dongdong Wang, Boqing Gong, Wang, Dongdong +3 · 4 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #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
- Adversarially Adaptive Normalization for Single Domain Generalization
2021/06/01 by Xinjie Fan, Fan, Xinjie, Qifei Wang +9 · 3 citations
Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Geophysical Methods and Applications
- Open Compound Domain Adaptation
2019/09/08 by Ziwei Liu, Liu, Ziwei, Zhongqi Miao +11 · 2 citations
Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
- When Ensembling Smaller Models is More Efficient than Single Large Models
2020/05/01 by Dan Kondratyuk, Mingxing Tan, Kondratyuk, Dan +5 · 2 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Improved Dropout for Shallow and Deep Learning
2016/02/06 by Zhe Li, Li, Zhe, Boqing Gong +3 · 2 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
- 2.5D Visual Relationship Detection
2021/04/26 by Yu-Chuan Su, Soravit Changpinyo, Su, Yu-Chuan +19 · 2 citations
Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging
- End-to-End Learning of Motion Representation for Video Understanding
2018/04/02 by Lijie Fan, Wenbing Huang, Fan, Lijie +9 · 2 citations
Computer Science · Medicine · #Human Pose and Action Recognition #Anomaly Detection Techniques and Applications #Diabetic Foot Ulcer Assessment and Management
- Defend Deep Neural Networks Against Adversarial Examples via Fixed and Dynamic Quantized Activation Functions
2018/07/18 by Adnan Siraj Rakin, Rakin, Adnan Siraj, Jinfeng Yi +5 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Open Long-Tailed Recognition in a Dynamic World
2022/08/17 by Ziwei Liu, Liu, Ziwei, Zhongqi Miao +9 · 2 citations
Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI #Anomaly Detection Techniques and Applications
- Neptune: The Long Orbit to Benchmarking Long Video Understanding
2024/12/12 by Arsha Nagrani, Nagrani, Arsha, Mingda Zhang +22 · 3 citations
Computer Science · Decision Sciences · Engineering · #Artificial Intelligence (cs.AI) #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Scientific Computing and Data Management
- Improving Object Detection with Selective Self-supervised Self-training
2020/07/17 by Yandong Li, Li, Yandong, Di Huang +7 · 1 citation
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
- Anti-Neuron Watermarking: Protecting Personal Data Against Unauthorized Neural Networks
2021/09/18 by Zihang Zou, Zou, Zihang, Boqing Gong +3 · 1 citation
Computer Science · #Advanced Steganography and Watermarking Techniques #Adversarial Robustness in Machine Learning #Generative Adversarial Networks and Image Synthesis
- medXGAN: Visual Explanations for Medical Classifiers through a Generative Latent Space
2022/04/11 by Amil Dravid, Florian Schiffers, Dravid, Amil +5 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #I.2.10 #I.4.5 #I.4.9 #I.5.1 #I.5.4 #Machine Learning in Healthcare
- VideoGLUE: Video General Understanding Evaluation of Foundation Models
2023/07/06 by Liangzhe Yuan, Yuan, Liangzhe, Nitesh B. Gundavarapu +31 · 1 citation
Computer Science · #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
- OmnixR: Evaluating Omni-modality Language Models on Reasoning across Modalities
2024/10/16 by Lichang Chen, Hexiang Hu, Chen, Lichang +19 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimedia (cs.MM) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- Extending Video Masked Autoencoders to 128 frames
2024/11/20 by Nitesh Bharadwaj Gundavarapu, Nitesh B. Gundavarapu, Gundavarapu, Nitesh Bharadwaj +21 · 2 voices
Computer Science · #Digital Media Forensic Detection #Generative Adversarial Networks and Image Synthesis #Image and Signal Denoising Methods #cs.CV