Ebrahimi, Sayna
- Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
2025/07/07 by Gheorghe Comanici, Comanici, Gheorghe, Eric Bieber +6844 · 8 voices · 1358 citations
#cs.CL #cs.AI
- Reverse Thinking Makes LLMs Stronger Reasoners
2024/11/29 by Justin Chih-Yao Chen, Zifeng Wang, Chen, Justin Chih-Yao +20 · 9 voices · 6 citations
Computer Science · Social Sciences · #Law, AI, and Intellectual Property #Artificial Intelligence in Law
- DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning
2022/04/10 by Wang, Zifeng, Zhang, Zizhao, Ebrahimi, Sayna +8 · 73 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Contrastive Test-Time Adaptation
2022/04/21 by Dian Chen, Dequan Wang, Chen, Dian +5 · 29 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Speech Recognition and Synthesis
- Continual Learning of Large Language Models: A Comprehensive Survey
2024/04/25 by Haizhou Shi, Shi, Haizhou, Zihao Xu +12 · 42 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
- Variational Adversarial Active Learning
2019/03/31 by Sinha, Samarth, Ebrahimi, Sayna, Darrell, Trevor · 12 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Adversarial Continual Learning
2020/03/21 by Ebrahimi, Sayna, Meier, Franziska, Calandra, Roberto +2 · 9 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Predicting with Confidence on Unseen Distributions
2021/07/07 by Guillory, Devin, Shankar, Vaishaal, Ebrahimi, Sayna +2 · 8 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.10 #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders
2018/12/05 by Schönfeld, Edgar, Ebrahimi, Sayna, Sinha, Samarth +2 · 6 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Mitigating Object Hallucination in MLLMs via Data-augmented Phrase-level Alignment
2024/05/28 by Sarkar, Pritam, Ebrahimi, Sayna, Etemad, Ali +3 · 12 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Model Swarms: Collaborative Search to Adapt LLM Experts via Swarm Intelligence
2024/10/15 by Shangbin Feng, Feng, Shangbin, Zifeng Wang +21 · 2 voices · 4 citations
Computer Science · #Semantic Web and Ontologies #Data Mining Algorithms and Applications #Multi-Agent Systems and Negotiation
- Adaptation with Self-Evaluation to Improve Selective Prediction in LLMs
2023/10/18 by Chen, Jiefeng, Yoon, Jinsung, Ebrahimi, Sayna +3 · 5 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Self-Supervised Pretraining Improves Self-Supervised Pretraining
2021/03/23 by Reed, Colorado J., Yue, Xiangyu, Nrusimha, Ani +9 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Uncertainty-guided Continual Learning with Bayesian Neural Networks
2019/06/06 by Ebrahimi, Sayna, Elhoseiny, Mohamed, Darrell, Trevor +1 · 2 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Remembering for the Right Reasons: Explanations Reduce Catastrophic Forgetting
2020/10/04 by Ebrahimi, Sayna, Petryk, Suzanne, Gokul, Akash +4 · 2 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- TextGenSHAP: Scalable Post-hoc Explanations in Text Generation with Long Documents
2023/12/03 by James Enouen, Hootan Nakhost, Enouen, James +9 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Minimax Active Learning
2020/12/18 by Sayna Ebrahimi, Ebrahimi, Sayna, William Gan +7 · 2 citations
Computer Science · #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) #Machine Learning and Algorithms #Machine Learning and Data Classification
- ASPEST: Bridging the Gap Between Active Learning and Selective Prediction
2023/04/07 by Chen, Jiefeng, Yoon, Jinsung, Ebrahimi, Sayna +3 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- LANISTR: Multimodal Learning from Structured and Unstructured Data
2023/05/26 by Ebrahimi, Sayna, Arik, Sercan O., Dong, Yihe +1 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- PAITS: Pretraining and Augmentation for Irregularly-Sampled Time Series
2023/08/25 by Nicasia Beebe-Wang, Sayna Ebrahimi, Beebe-Wang, Nicasia +7 · 1 citation
Computer Science · #Advanced Text Analysis Techniques #Data Visualization and Analytics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
- CROME: Cross-Modal Adapters for Efficient Multimodal LLM
2024/08/13 by Sayna Ebrahimi, Ebrahimi, Sayna, Sercan Ö. Arık +5 · 1 citation
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis