Ghosh, Gargi
- LIMA: Less Is More for Alignment
2023/05/18 by Chunting Zhou, Zhou, Chunting, Pengfei Liu +27 · 6 voices · 119 citations
Computer Science · #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling #cs.AI #cs.CL #cs.LG
- Byte Latent Transformer: Patches Scale Better Than Tokens
2024/12/13 by Artidoro Pagnoni, Ram Pasunuru, Pagnoni, Artidoro +27 · 17 voices · 39 citations
Computer Science · #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling #cs.CL
- VideoCLIP: Contrastive Pre-training for Zero-shot Video-Text Understanding
2021/09/28 by Hu Xu, Gargi Ghosh, Xu, Hu +13 · 50 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
- Demystifying CLIP Data
2023/09/28 by Xu Hu, Xu, Hu, Saining Xie +17 · 41 citations
Computer Science · Medicine · #COVID-19 diagnosis using AI #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Radiomics and Machine Learning in Medical Imaging
- Memory Layers at Scale
2024/12/12 by Vincent-Pierre Berges, Barlas Oğuz, Berges, Vincent-Pierre +9 · 1 voice · 12 citations
Engineering · #cs.CL #cs.AI
- MoMa: Efficient Early-Fusion Pre-training with Mixture of Modality-Aware Experts
2024/07/31 by Xi Lin, Akshat Shrivastava, Lin, Xi Victoria +11 · 12 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robot Manipulation and Learning #Robotics and Automated Systems #Speech Recognition and Synthesis
- Scaling Autoregressive Multi-Modal Models: Pretraining and Instruction Tuning
2023/09/05 by Lili Yu, Yu, Lili, Bowen Shi +51 · 7 citations
Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
- VLM: Task-agnostic Video-Language Model Pre-training for Video Understanding
2021/05/20 by Hu Xu, Gargi Ghosh, Xu, Hu +13 · 4 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Human Pose and Action Recognition
- Pre-training via Paraphrasing
2020/06/26 by Mike Lewis, Marjan Ghazvininejad, Lewis, Mike +9 · 10 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Learning Facts at Scale with Active Reading
2025/08/13 by Lin, Jessy, Berges, Vincent-Pierre, Chen, Xilun +3 · 2 voices · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Altogether: Image Captioning via Re-aligning Alt-text
2024/10/22 by Hu Xu, Xu, Hu, Po-Yao Huang +23 · 6 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Video Analysis and Summarization
- MAViL: Masked Audio-Video Learners
2022/12/15 by Huang, Po-Yao, Sharma, Vasu, Xu, Hu +7 · 3 citations
#Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Multimedia (cs.MM) #Sound (cs.SD) #electronic engineering #information engineering
- CM3: A Causal Masked Multimodal Model of the Internet
2022/01/19 by Aghajanyan, Armen, Huang, Bernie, Ross, Candace +8 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Improving Factuality with Explicit Working Memory
2024/12/24 by Chen, Mingda, Li, Yang, Padthe, Karthik +5 · 5 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- CiT: Curation in Training for Effective Vision-Language Data
2023/01/05 by Xu, Hu, Xie, Saining, Huang, Po-Yao +5 · 2 citations
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Optimizing Query Evaluations using Reinforcement Learning for Web Search
2018/04/12 by Rosset, Corby, Jose, Damien, Ghosh, Gargi +2 · 1 citation
#FOS: Computer and information sciences #Information Retrieval (cs.IR)
- Learning to Reason for Factuality
2025/08/07 by Xilun Chen, Chen, Xilun, Ilia Kulikov +13 · 10 citations
#cs.CL
- Multi-task Retrieval for Knowledge-Intensive Tasks
2021/01/01 by Maillard, Jean, Karpukhin, Vladimir, Petroni, Fabio +4 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- ALERT: Adapting Language Models to Reasoning Tasks
2022/12/16 by Yu, Ping, Wang, Tianlu, Golovneva, Olga +6 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Continual Learning via Sparse Memory Finetuning
2025/10/16 by Lin, Jessy, Zettlemoyer, Luke, Ghosh, Gargi +4 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- HoneyBee: Data Recipes for Vision-Language Reasoners
2025/10/14 by Hritik Bansal, Bansal, Hritik, Sachan, Devendra Singh +11 · 4 citations
Computer Science · #Semantic Web and Ontologies
- Text Quality-Based Pruning for Efficient Training of Language Models
2024/04/26 by Sharma, Vasu, Padthe, Karthik, Ardalani, Newsha +8 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)