Jin, Hongxia
- Language model compression with weighted low-rank factorization
2022/06/30 by Yen-Chang Hsu, Hua Ting, Hsu, Yen-Chang +9 · 45 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- Generalized ODIN: Detecting Out-of-distribution Image without Learning from Out-of-distribution Data
2020/02/26 by Yen-Chang Hsu, Yilin Shen, Hsu, Yen-Chang +5 · 34 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- Backdooring Instruction-Tuned Large Language Models with Virtual Prompt Injection
2023/07/31 by Jun Yan, Yan, Jun, Vikas Yadav +15 · 38 citations
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Topic Modeling #Ferroelectric and Negative Capacitance Devices
- ESC: Exploration with Soft Commonsense Constraints for Zero-shot Object Navigation
2023/01/30 by Kaiwen Zhou, Zhou, Kaiwen, Kaizhi Zheng +11 · 33 citations
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.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 #Robotics (cs.RO)
- AlpaGasus: Training A Better Alpaca with Fewer Data
2023/07/17 by Lichang Chen, Shiyang Li, Chen, Lichang +19 · 35 citations
Computer Science · #Video Analysis and Summarization
- Token Fusion: Bridging the Gap between Token Pruning and Token Merging
2023/12/02 by Minchul Kim, Shangqian Gao, Kim, Minchul +7 · 36 citations
Computer Science · Medicine · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI
- Continual Diffusion: Continual Customization of Text-to-Image Diffusion with C-LoRA
2023/04/12 by Smith, James Seale, Hsu, Yen-Chang, Zhang, Lingyu +4 · 19 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Always Be Dreaming: A New Approach for Data-Free Class-Incremental Learning
2021/06/17 by James Smith, Yen-Chang Hsu, Smith, James +9 · 12 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
- MoDeGPT: Modular Decomposition for Large Language Model Compression
2024/08/19 by Lin, Chi-Heng, Gao, Shangqian, Smith, James Seale +5 · 16 citations
#15A23 (Primary) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Differentially Private k-Means Clustering
2015/04/22 by Dong Su, Su, Dong, Jianneng Cao +7 · 3 citations
Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data
- Instruction-following Evaluation through Verbalizer Manipulation
2023/07/20 by Li, Shiyang, Yan, Jun, Wang, Hai +4 · 6 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Negative Data Augmentation
2021/02/09 by Abhishek Sinha, Kumar Ayush, Sinha, Abhishek +9 · 3 citations
Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- A Bi-model based RNN Semantic Frame Parsing Model for Intent Detection and Slot Filling
2018/12/26 by Wang, Yu, Shen, Yilin, Jin, Hongxia · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- CWCL: Cross-Modal Transfer with Continuously Weighted Contrastive Loss
2023/09/26 by Rakshith Sharma Srinivasa, Srinivasa, Rakshith Sharma, Jaejin Cho +11 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #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
- DISP-LLM: Dimension-Independent Structural Pruning for Large Language Models
2024/10/15 by Shangqian Gao, Gao, Shangqian, Lin, Chi-Heng +9 · 5 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- Exploring Covariate and Concept Shift for Detection and Calibration of Out-of-Distribution Data
2021/10/28 by Tian, Junjiao, Hsu, Yen-Change, Shen, Yilin +2 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Continual Diffusion with STAMINA: STack-And-Mask INcremental Adapters
2023/11/30 by Yen-Chang Hsu, Smith, James Seale, Zsolt Kira +6 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Fetal and Pediatric Neurological Disorders #Machine Learning (cs.LG)
- DynaMo: Accelerating Language Model Inference with Dynamic Multi-Token Sampling
2024/05/01 by Shikhar Tuli, Tuli, Shikhar, Chi-Heng Lin +9 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- MGA-VQA: Multi-Granularity Alignment for Visual Question Answering
2022/01/25 by Xiong, Peixi, Shen, Yilin, Jin, Hongxia · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- ISEEQ: Information Seeking Question Generation using Dynamic Meta-Information Retrieval and Knowledge Graphs
2021/12/12 by Manas Gaur, Kalpa Gunaratna, Gaur, Manas +5 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Topic Modeling
- A Closer Look at Knowledge Distillation with Features, Logits, and Gradients
2022/03/18 by Yen-Chang Hsu, Hsu, Yen-Chang, James Smith +7 · 1 citation
Computer Science · #Domain Adaptation and Few-Shot Learning #Neural Networks and Applications #Gaussian Processes and Bayesian Inference
- GOHSP: A Unified Framework of Graph and Optimization-based Heterogeneous Structured Pruning for Vision Transformer
2023/01/13 by Miao Yin, Burak Uzkent, Yin, Miao +7 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Visual Attention and Saliency Detection
- FlexiGPT: Pruning and Extending Large Language Models with Low-Rank Weight Sharing
2025/01/24 by Smith, James Seale, Shikhar Tuli, Lin, Chi-Heng +11 · 2 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis