Aggarwal, Kriti

1. Language Is Not All You Need: Aligning Perception with Language Models
   2023/02/27 by Shaohan Huang, Huang, Shaohan, Li Dong +35 · 1 voice · 79 citations
   Computer Science · #Artificial intelligence #Closed captioning #Computer science #Image (mathematics) #Language model #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Natural language processing #Perception #Topic Modeling
2. Orca 2: Teaching Small Language Models How to Reason
   2023/11/18 by Arindam Mitra, Luciano Del Corro, Mitra, Arindam +30 · 3 voices · 32 citations
   Computer Science · Mathematics · Psychology · #AKA #Artificial intelligence #Cognitive psychology #Computer science #Explainable Artificial Intelligence (XAI) #Imitation #Machine learning #Mathematics #Natural Language Processing Techniques #Natural language processing #Programming language #Psychology #Recall #Replicate #Set (abstract data type) #Statistics #Task (project management) #Topic Modeling #cs.AI
3. VLMo: Unified Vision-Language Pre-Training with Mixture-of-Modality-Experts
   2021/11/03 by Hangbo Bao, Wenhui Wang, Bao, Hangbo +9 · 64 citations
   Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Topic Modeling
4. Image as a Foreign Language: BEiT Pretraining for All Vision and Vision-Language Tasks
   2022/08/22 by Wenhui Wang, Hangbo Bao, Wang, Wenhui +19 · 40 citations
   Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
5. RED QUEEN: Safeguarding Large Language Models against Concealed Multi-Turn Jailbreaking
   2024/09/26 by Yifan Jiang, Jiang, Yifan, Kriti Aggarwal +9 · 18 citations
   Computer Science · Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Machine Learning (cs.LG)
6. ODIN: A Single Model for 2D and 3D Segmentation
   2024/01/04 by Ayush Jain, Pushkal Katara, Jain, Ayush +13 · 12 citations
   Computer Science · #Advanced Neural Network Applications #Multimodal Machine Learning Applications #Human Pose and Action Recognition
7. Polaris: A Safety-focused LLM Constellation Architecture for Healthcare
   2024/03/20 by Subhabrata Mukherjee, Mukherjee, Subhabrata, Paul Gamble +49 · 12 citations
   Health Professions · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Quality and Safety in Healthcare
8. sPhinX: Sample Efficient Multilingual Instruction Fine-Tuning Through N-shot Guided Prompting
   2024/07/13 by Sanchit Ahuja, Kumar Tanmay, Ahuja, Sanchit +20 · 5 citations
   Computer Science · #Speech and Audio Processing #Video Analysis and Summarization #Speech Recognition and Synthesis