Bryan Catanzaro
- Deep Speech: Scaling up end-to-end speech recognition
2014/12/17 by Awni Hannun, Hannun, Awni, Carl Case +19 · 4 voices · 17 citations
#cs.CL #cs.LG #cs.NE
- Deep Speech 2: End-to-End Speech Recognition in English and Mandarin
2015/12/08 by Dario Amodei, Rishita Anubhai, Amodei, Dario +66 · 1 voice · 65 citations
Computer Science · #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling #cs.CL
- Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism
2019/09/17 by Mohammad Shoeybi, Mostofa Patwary, Shoeybi, Mohammad +9 · 329 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
- Image Inpainting for Irregular Holes Using Partial Convolutions
2018/04/20 by Guilin Liu, Fitsum A. Reda, Liu, Guilin +9 · 2 voices · 26 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.CV
- ChipNeMo: Domain-Adapted LLMs for Chip Design
2023/10/31 by Mingjie Liu, Teodor-Dumitru Ene, Liu, Mingjie +83 · 2 voices · 34 citations
Computer Science · #Digital Rights Management and Security
- An Empirical Study of Mamba-based Language Models
2024/06/12 by Roger Waleffe, Waleffe, Roger, Wonmin Byeon +30 · 1 voice · 46 citations
Arts and Humanities · #Language, Linguistics, Cultural Analysis #cs.CL #cs.LG
- NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models
2024/05/27 by Chankyu Lee, Rajarshi Roy, Lee, Chankyu +12 · 2 voices · 111 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #cs.AI #cs.CL #cs.IR #cs.LG
- Efficient Large-Scale Language Model Training on GPU Clusters Using\n Megatron-LM
2021/04/09 by Deepak Narayanan, Mohammad Shoeybi, Narayanan, Deepak +21 · 110 citations
Computer Science · #Computation and Language (cs.CL) #Distributed #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Parallel #Topic Modeling #and Cluster Computing (cs.DC)
- High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs
2017/11/30 by Ting-Chun Wang, Wang, Ting-Chun, Ming-Yu Liu +9 · 51 citations
Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR) #Machine Learning (cs.LG)
- BigVGAN: A Universal Neural Vocoder with Large-Scale Training
2022/06/09 by Sang-gil Lee, Lee, Sang-gil, Ping, Wei +6 · 70 citations
Computer Science · Engineering · #Speech and Audio Processing #Music and Audio Processing #Acoustic Wave Phenomena Research
- Reducing Activation Recomputation in Large Transformer Models
2022/05/10 by Vijay Anand Korthikanti, Korthikanti, Vijay, Jared Casper +11 · 58 citations
Computer Science · #Advanced Neural Network Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Topic Modeling
- eDiff-I: Text-to-Image Diffusion Models with an Ensemble of Expert Denoisers
2022/11/02 by Yogesh Balaji, Balaji, Yogesh, Seungjun Nah +22 · 63 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis
- Adaptive Fourier Neural Operators: Efficient Token Mixers for Transformers
2021/11/24 by John Guibas, Guibas, John, Morteza Mardani +9 · 33 citations
Engineering · Computer Science · #CCD and CMOS Imaging Sensors #Advanced Neural Network Applications #Advanced Memory and Neural Computing
- Audio Flamingo: A Novel Audio Language Model with Few-Shot Learning and Dialogue Abilities
2024/02/02 by Zhifeng Kong, Arushi Goel, Kong, Zhifeng +8 · 44 citations
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and dialogue systems #electronic engineering #information engineering
- Using DeepSpeed and Megatron to Train Megatron-Turing NLG 530B, A Large-Scale Generative Language Model
2022/01/28 by Shaden Smith, Mostofa Patwary, Smith, Shaden +36 · 26 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs
2024/07/02 by Yue Yu, Yu, Yue, Wei Ping +13 · 46 citations
Computer Science · #Natural Language Processing Techniques #Semantic Web and Ontologies #Data Mining Algorithms and Applications
- Pretraining Large Language Models with NVFP4
2025/09/29 by NVIDIA, Felix Abecassis, Abecassis, Felix +175 · 4 voices · 13 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CL #cs.LG
- Video-to-Video Synthesis
2018/08/20 by Ting-Chun Wang, Ming-Yu Liu, Wang, Ting-Chun +11 · 23 citations
Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG)
- Nemotron-CC: Transforming Common Crawl into a Refined Long-Horizon Pretraining Dataset
2024/12/03 by Dan Su, Kezhi Kong, Su, Dan +15 · 50 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction #Natural Language Processing Techniques #Semantic Web and Ontologies
- Factuality Enhanced Language Models for Open-Ended Text Generation
2022/06/09 by Nayeon Lee, Lee, Nayeon, Ping, Wei +9 · 20 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
- RADIOv2.5: Improved Baselines for Agglomerative Vision Foundation Models
2024/12/10 by Greg Heinrich, Mike Ranzinger, Heinrich, Greg +14 · 34 citations
Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Satellite Image Processing and Photogrammetry
- Compact Language Models via Pruning and Knowledge Distillation
2024/07/19 by Saurav Muralidharan, Muralidharan, Saurav, Sharath Turuvekere Sreenivas +15 · 27 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
- Hierarchical Multi-Scale Attention for Semantic Segmentation
2020/05/21 by Andrew Tao, Karan Sapra, Tao, Andrew +3 · 18 citations
Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
- ChatQA: Surpassing GPT-4 on Conversational QA and RAG
2024/01/18 by Zihan Liu, Liu, Zihan, Rajarshi Roy +9 · 15 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- AceMath: Advancing Frontier Math Reasoning with Post-Training and Reward Modeling
2024/12/19 by Zihan Liu, Yang Chen, Liu, Zihan +7 · 26 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG)
- NVLM: Open Frontier-Class Multimodal LLMs
2024/09/17 by Wei‐Min Dai, Dai, Wenliang, Nayeon Lee +17 · 19 citations
Arts and Humanities · Computer Science · #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) #Multimedia (cs.MM) #Natural Language Processing Techniques #Semantic Web and Ontologies #Translation Studies and Practices
- Preserve Your Own Correlation: A Noise Prior for Video Diffusion Models
2023/05/17 by Songwei Ge, Seungjun Nah, Ge, Songwei +17 · 11 citations
Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR) #Human Pose and Action Recognition #Machine Learning (cs.LG)
- Eagle: Exploring The Design Space for Multimodal LLMs with Mixture of Encoders
2024/08/28 by Min Shi, Shi, Min, Fuxiao Liu +28 · 18 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques #Robotics (cs.RO)
- AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning
2025/05/22 by Yang Chen, Zhuolin Yang, Chen, Yang +13 · 32 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 #Reinforcement Learning in Robotics #Topic Modeling
- Long-Short Transformer: Efficient Transformers for Language and Vision
2021/07/05 by Chen Zhu, Wei Ping, Zhu, Chen +11 · 8 citations
Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Domain Adaptation and Few-Shot Learning
- Nemotron-4 15B Technical Report
2024/02/26 by Jupinder Parmar, Shrimai Prabhumoye, Parmar, Jupinder +51 · 1 voice · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CL #cs.LG
- Upcycling Large Language Models into Mixture of Experts
2024/10/10 by Ethan He, Abhinav Khattar, He, Ethan +17 · 14 citations
Computer Science · #Expert finding and Q&A systems #Topic Modeling
- Eagle 2: Building Post-Training Data Strategies from Scratch for Frontier Vision-Language Models
2025/01/20 by Zhiqi Li, Li, Zhiqi, Chen, Guo +50 · 16 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Flowtron: an Autoregressive Flow-based Generative Network for Text-to-Speech Synthesis
2020/05/12 by Rafael Valle, Kevin J. Shih, Valle, Rafael +5 · 7 citations
Computer Science · #Speech Recognition and Synthesis #Music and Audio Processing #Topic Modeling
- Re-ViLM: Retrieval-Augmented Visual Language Model for Zero and Few-Shot Image Captioning
2023/02/09 by Zhuolin Yang, Yang, Zhuolin, Ping, Wei +28 · 6 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy
2025/06/16 by Zihan Liu, Liu, Zihan, Zhuolin Yang +11 · 32 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Teaching and Learning Programming
- Nemotron-Research-Tool-N1: Exploring Tool-Using Language Models with Reinforced Reasoning
2025/04/25 by Shaokun Zhang, Yi Dong, Zhang, Shaokun +15 · 18 citations
Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- DSD: Dense-Sparse-Dense Training for Deep Neural Networks
2016/07/15 by Song Han, Han, Song, Jeff Pool +21 · 5 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and Algorithms
- One TTS Alignment To Rule Them All
2021/08/23 by Rohan Badlani, Adrian Łancucki, Badlani, Rohan +8 · 4 citations
Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and dialogue systems #Topic Modeling #electronic engineering #information engineering
- Shall We Pretrain Autoregressive Language Models with Retrieval? A Comprehensive Study
2023/04/13 by Boxin Wang, Wang, Boxin, Peng Xu +20 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- Reuse, Don't Retrain: A Recipe for Continued Pretraining of Language Models
2024/07/09 by Jupinder Parmar, Parmar, Jupinder, Sanjev Satheesh +7 · 8 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
- Large Scale Language Modeling: Converging on 40GB of Text in Four Hours
2018/08/03 by Raul Puri, Robert M. Kirby, Puri, Raul +5 · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- RAVEN: In-Context Learning with Retrieval-Augmented Encoder-Decoder Language Models
2023/08/15 by Jie Huang, Huang, Jie, Ping, Wei +8 · 4 citations
Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Natural Language Processing Techniques
- Improving Semantic Segmentation via Video Propagation and Label Relaxation
2018/12/04 by Yi Zhu, Zhu, Yi, Karan Sapra +11 · 3 citations
Computer Science · #Advanced Neural Network Applications #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
- Maximize Your Data's Potential: Enhancing LLM Accuracy with Two-Phase Pretraining
2024/12/18 by Feng, Steven, Shrimai Prabhumoye, Kezhi Kong +10 · 9 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning and Data Classification #Neural Networks and Applications
- NVIDIA Nemotron Nano 2: An Accurate and Efficient Hybrid Mamba-Transformer Reasoning Model
2025/08/20 by NVIDIA, :, Aarti Basant +305 · 24 citations
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Big Data and Digital Economy #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques
- Zero-shot Text Classification With Generative Language Models
2019/12/10 by Raul Puri, Puri, Raul, Bryan Catanzaro +1 · 4 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Prismatic Synthesis: Gradient-based Data Diversification Boosts Generalization in LLM Reasoning
2025/05/26 by Jaehun Jung, Jung, Jaehun, Seungju Han +17 · 10 citations
Engineering · #Reservoir Engineering and Simulation Methods
- Speech Denoising in the Waveform Domain with Self-Attention
2022/02/15 by Zhifeng Kong, Kong, Zhifeng, Ambrish Dantrey +4 · 2 citations
Computer Science · #Advanced Data Compression Techniques #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- Exploring the Limits of Domain-Adaptive Training for Detoxifying Large-Scale Language Models
2022/02/08 by Boxin Wang, Wang, Boxin, Chaowei Xiao +14 · 2 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Adversarial Robustness in Machine Learning
- MIND: Math Informed syNthetic Dialogues for Pretraining LLMs
2024/10/15 by Syeda Nahida Akter, Shrimai Prabhumoye, Akter, Syeda Nahida +13 · 4 citations
Computer Science · #Natural Language Processing Techniques #Mathematics, Computing, and Information Processing #Semantic Web and Ontologies
- Retro-Search: Exploring Untaken Paths for Deeper and Efficient Reasoning
2025/04/06 by Ximing Lu, Seungju Han, Lu, Ximing +19 · 5 citations
Computer Science · #Intelligent Tutoring Systems and Adaptive Learning #Explainable Artificial Intelligence (XAI) #Advanced Graph Neural Networks
- Front-Loading Reasoning: The Synergy between Pretraining and Post-Training Data
2025/09/26 by Syeda Nahida Akter, Akter, Syeda Nahida, Shrimai Prabhumoye +11 · 8 citations
Computer Science · #Intelligent Tutoring Systems and Adaptive Learning
- Nemotron-Cascade 2: Post-Training LLMs with Cascade RL and Multi-Domain On-Policy Distillation
2026/03/19 by Zhuolin Yang, Zihan Liu, Yang Chen +14 · 3 voices
Computer Science · #cs.CL #cs.AI #cs.LG
- Minitron-SSM: Efficient Hybrid Language Model Compression through Group-Aware SSM Pruning
2025/04/15 by Ali Taghibakhshi, Taghibakhshi, Ali, Sharath Turuvekere Sreenivas +33 · 5 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
- FeatSharp: Your Vision Model Features, Sharper
2025/02/22 by Mike Ranzinger, Greg Heinrich, Ranzinger, Mike +9 · 3 citations
Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geographic Information Systems Studies
- Nemotron 3 Nano: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Model for Agentic Reasoning
2025/12/23 by NVIDIA, Aaron Blakeman, : +623 · 1 voice · 2 citations
#cs.CL #cs.AI #cs.LG
- On Data Engineering for Scaling LLM Terminal Capabilities
2026/02/24 by Renjie Pi, Grace Lam, Mohammad Shoeybi +3 · 1 voice
Computer Science · #cs.CL
- UniWav: Towards Unified Pre-training for Speech Representation Learning and Generation
2025/03/02 by Alexander H. Liu, Liu, Alexander H., Sang-gil Lee +13 · 3 citations
Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and dialogue systems #electronic engineering #information engineering
- Fine Detailed Texture Learning for 3D Meshes with Generative Models
2022/03/17 by Ayşegül Dündar, Jun Gao, Dundar, Aysegul +5 · 1 citation
Engineering · Computer Science · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Generative Adversarial Networks and Image Synthesis
- Audio Dialogues: Dialogues dataset for audio and music understanding
2024/04/11 by Arushi Goel, Zhifeng Kong, Goel, Arushi +5 · 1 citation
Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- Effective Large Language Model Debugging with Best-first Tree Search
2024/07/26 by Jialin Song, Song, Jialin, Jonathan Raiman +3 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Software Engineering (cs.SE) #Topic Modeling
- Nemotron-CC-Math: A 133 Billion-Token-Scale High Quality Math Pretraining Dataset
2025/08/20 by Rabeeh Karimi Mahabadi, Mahabadi, Rabeeh Karimi, Sanjeev Satheesh +9 · 1 voice · 5 citations
#cs.CL #cs.AI #cs.LG
- PersonaPlex: Voice and Role Control for Full Duplex Conversational Speech Models
2026/01/14 by Rajarshi Roy, Jonathan Raiman, Sang-gil Lee +5 · 1 voice · 1 citation
Computer Science · #cs.CL
- RLP: Reinforcement as a Pretraining Objective
2025/09/26 by Ali Hatamizadeh, Syeda Nahida Akter, Hatamizadeh, Ali +13 · 4 citations
Psychology · #Behavioral and Psychological Studies
- OMCAT: Omni Context Aware Transformer
2024/10/15 by Arushi Goel, Goel, Arushi, Karan Sapra +9 · 1 citation
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences
- Audio-Visual Flamingo: Open Audio-Visual Intelligence for Long and Complex Videos
2026/07/17 by Sreyan Ghosh, Arushi Goel, Kaousheik Jayakumar +19
#eess.AS #cs.CV
- SOAP, Muon, and Beyond: Pushing LLM Pretraining Scales
2026/07/13 by Mikail Khona, Aditya Vavre, Boxiang Wang +11
#cs.LG #cs.AI