Yala, Adam
- LLM-grounded Diffusion: Enhancing Prompt Understanding of Text-to-Image Diffusion Models with Large Language Models
2023/05/23 by Long Lian, Lian, Long, Boyi Li +5 · 1 voice · 51 citations
Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques
- Conformal Language Modeling
2023/06/16 by Victor Quach, Quach, Victor, Adam Fisch +11 · 32 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Describe Anything: Detailed Localized Image and Video Captioning
2025/04/22 by Lian, Long, Ding, Yifan, Ge, Yunhao +8 · 40 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Learning Adaptive Parallel Reasoning with Language Models
2025/04/21 by Jiayi Pan, Xiuyu Li, Pan, Jiayi +15 · 34 citations
Computer Science · #Intelligent Tutoring Systems and Adaptive Learning #Topic Modeling #Natural Language Processing Techniques
- Rethinking Patch Dependence for Masked Autoencoders
2024/01/25 by Letian Fu, Long Lian, Fu, Letian +15 · 11 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image and Signal Denoising Methods
- LLM-grounded Video Diffusion Models
2023/09/29 by Long Lian, Lian, Long, Baifeng Shi +7 · 9 citations
Computer Science · #Topic Modeling #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning
- Improving Information Extraction by Acquiring External Evidence with\n Reinforcement Learning
2016/03/25 by Karthik Narasimhan, Narasimhan, Karthik, Adam Yala +3 · 5 citations
Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Topic Modeling #Web Data Mining and Analysis
- TULIP: Towards Unified Language-Image Pretraining
2025/03/19 by Tang, Zineng, Lian, Long, Eisape, Seun +6 · 5 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- ThreadWeaver: Adaptive Threading for Efficient Parallel Reasoning in Language Models
2025/11/24 by Lian, Long, Wang, Sida, Juefei-Xu, Felix +7 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling