Yilin Shen
- Generalized ODIN: Detecting Out-of-distribution Image without Learning from Out-of-distribution Data
2020/02/26 by Yen-Chang Hsu, Hsu, Yen-Chang, Yilin Shen +5 · 27 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
- Language model compression with weighted low-rank factorization
2022/06/30 by Yen-Chang Hsu, Hsu, Yen-Chang, Hua Ting +9 · 34 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
- ESC: Exploration with Soft Commonsense Constraints for Zero-shot Object Navigation
2023/01/30 by Kaiwen Zhou, Zhou, Kaiwen, Kaizhi Zheng +11 · 31 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)
- Token Fusion: Bridging the Gap between Token Pruning and Token Merging
2023/12/02 by Minchul Kim, Shangqian Gao, Kim, Minchul +7 · 33 citations
Computer Science · Medicine · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI
- Always Be Dreaming: A New Approach for Data-Free Class-Incremental Learning
2021/06/17 by James Smith, Yen-Chang Hsu, Smith, James +9 · 11 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
- TrojLLM: A Black-box Trojan Prompt Attack on Large Language Models
2023/06/12 by Jiaqi Xue, Xue, Jiaqi, Mengxin Zheng +11 · 6 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- 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 · 3 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
- Continual Diffusion with STAMINA: STack-And-Mask INcremental Adapters
2023/11/30 by Smith, James Seale, Yen-Chang Hsu, 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
- A Closer Look at Knowledge Distillation with Features, Logits, and Gradients
2022/03/18 by Yen-Chang Hsu, James Smith, Hsu, Yen-Chang +7 · 1 citation
Computer Science · #Domain Adaptation and Few-Shot Learning #Neural Networks and Applications #Gaussian Processes and Bayesian Inference
- Gapless Genome Assembly of Puccinia triticina Provides Insights into Chromosome Evolution in Pucciniales
2023/01/23 by Chuang Li, Liuhui Qiao, Yanan Lu +12 · 1 voice · 1 citation
Biochemistry, Genetics and Molecular Biology · Agricultural and Biological Sciences · #Yeasts and Rust Fungi Studies #Wheat and Barley Genetics and Pathology #Plant Disease Resistance and Genetics
- How Large a Vocabulary Does Text Classification Need? A Variational Approach to Vocabulary Selection
2019/02/27 by Wenhu Chen, Yu Su, Chen, Wenhu +9 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- FlexiGPT: Pruning and Extending Large Language Models with Low-Rank Weight Sharing
2025/01/24 by Smith, James Seale, Lin, Chi-Heng, Shikhar Tuli +11 · 2 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
- Ecological restoration in the Yellow River Basin enhances hydropower potential
2025/03/15 by Xutong Wu, Zihan Yan, Haiyan Yang +8 · 1 voice · 1 citation
Agricultural and Biological Sciences · Environmental Science · #Hydrology and Sediment Transport Processes #Hydrology and Watershed Management Studies #Soil erosion and sediment transport
- Quantum multi-label k-nearest neighbor
2026/07/24 by Yilin Shen, Qin Liao
#quant-ph