Kurt Keutzer
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
205
Venues
44
Active years
1987–2026
Best venue rank
A*
Where they publish
- A*DAC35 papers
- AICCAD18 papers
- A*CVPR17 papers
- A*ICML15 papers
- A*ICCV13 papers
- A*ICLR10 papers
- A*EMNLP9 papers
- A*AAAI9 papers
- A*ECCV7 papers
- CICCD6 papers
- AWACV5 papers
- A*ACL4 papers
- A*IJCAI4 papers
- AFPGA4 papers
- AInterspeech4 papers
- AITC4 papers
- A*ICRA3 papers
- AISLPED3 papers
- UnrankedCoRL2 papers
- MulticonferenceICASSP2 papers
- ASC2 papers
- BICIP2 papers
- BFPL2 papers
- Journal PublishedEMSOFT2 papers
- ADATE2 papers
- NationalVLSID2 papers
- A*PLDI2 papers
- A*KDD1 paper
- NationalFCCM1 paper
- AIROS1 paper
- A*WWW1 paper
- A*ICDM1 paper
- BICPP1 paper
- AMICCAI1 paper
- BSPAA1 paper
- CVEHITS1 paper
- BWiMob1 paper
- AICS1 paper
- CASRU1 paper
- BPPoPP1 paper
- NationalHiPC1 paper
- Journal PublishedCASES1 paper
- BFMCAD1 paper
- NationalVTS1 paper
Papers
205 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | WACV | ODEt(ODEl): Shortcutting the Time and the Length in Diffusion and Flow Models for Faster Sampling. | Denis A. Gudovskiy, Wenzhao Zheng, Tomoyuki Okuno, Yohei Nakata, Kurt Keutzer |
| 2025 | ACL | Squeezed Attention: Accelerating Long Context Length LLM Inference. | Coleman Richard Charles Hooper, Sehoon Kim, Hiva Mohammadzadeh, Monishwaran Maheswaran, Sebastian Zhao, June Paik, Michael W. Mahoney, Kurt Keutzer, Amir Gholami |
| 2025 | CVPR | Segment Any Motion in Videos. | Nan Huang, Wenzhao Zheng, Chenfeng Xu, Kurt Keutzer, Shanghang Zhang, Angjoo Kanazawa, Qianqian Wang |
| 2025 | CVPR | K-Sort Arena: Efficient and Reliable Benchmarking for Generative Models via K-wise Human Preferences. | Zhikai Li, Xuewen Liu, Dongrong Joe Fu, Jianquan Li, Qingyi Gu, Kurt Keutzer, Zhen Dong |
| 2025 | CVPR | DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes. | Chensheng Peng, Chengwei Zhang, Yixiao Wang, Chenfeng Xu, Yichen Xie, Wenzhao Zheng, Kurt Keutzer, Masayoshi Tomizuka, Wei Zhan |
| 2025 | CVPR | Bridging Viewpoint Gaps: Geometric Reasoning Boosts Semantic Correspondence. | Qiyang Qian, Hansheng Chen, Masayoshi Tomizuka, Kurt Keutzer, Qianqian Wang, Chenfeng Xu |
| 2025 | EMNLP | S*: Test Time Scaling for Code Generation. | Dacheng Li, Shiyi Cao, Chengkun Cao, Xiuyu Li, Shangyin Tan, Kurt Keutzer, Jiarong Xing, Joseph E. Gonzalez, Ion Stoica |
| 2025 | ICCV | STORM: Token-Efficient Long Video Understanding for Multimodal LLMs. | Jindong Jiang, Xiuyu Li, Zhijian Liu, Muyang Li, Guo Chen, Zhiqi Li, De-An Huang, Guilin Liu, Zhiding Yu, Kurt Keutzer, Sungjin Ahn, Jan Kautz, Hongxu Yin, Yao Lu, Song Han, Wonmin Byeon |
| 2025 | ICCV | StreamDiffusion: A Pipeline-Level Solution for Real-Time Interactive Generation. | Akio Kodaira, Chenfeng Xu, Toshiki Hazama, Takanori Yoshimoto, Kohei Ohno, Shogo Mitsuhori, Soichi Sugano, Hanying Cho, Zhijian Liu, Masayoshi Tomizuka, Kurt Keutzer |
| 2025 | ICCV | A Lesson in Splats: Teacher-Guided Diffusion for 3D Gaussian Splats Generation with 2D Supervision. | Chensheng Peng, Ido Sobol, Masayoshi Tomizuka, Kurt Keutzer, Chenfeng Xu, Or Litany |
| 2025 | ICLR | Looking Backward: Streaming Video-to-Video Translation with Feature Banks. | Feng Liang, Akio Kodaira, Chenfeng Xu, Masayoshi Tomizuka, Kurt Keutzer, Diana Marculescu |
| 2025 | ICLR | UniDrive: Towards Universal Driving Perception Across Camera Configurations. | Ye Li, Wenzhao Zheng, Xiaonan Huang, Kurt Keutzer |
| 2025 | ICLR | Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives. | Qinsi Wang, Jinghan Ke, Masayoshi Tomizuka, Kurt Keutzer, Chenfeng Xu |
| 2025 | ICLR | COAT: Compressing Optimizer states and Activations for Memory-Efficient FP8 Training. | Haocheng Xi, Han Cai, Ligeng Zhu, Yao Lu, Kurt Keutzer, Jianfei Chen, Song Han |
| 2025 | ICML | SparseVLM: Visual Token Sparsification for Efficient Vision-Language Model Inference. | Yuan Zhang, Chun-Kai Fan, Junpeng Ma, Wenzhao Zheng, Tao Huang, Kuan Cheng, Denis A. Gudovskiy, Tomoyuki Okuno, Yohei Nakata, Kurt Keutzer, Shanghang Zhang |
| 2025 | ICML | Plan-and-Act: Improving Planning of Agents for Long-Horizon Tasks. | Lutfi Eren Erdogan, Nicholas Lee, Sehoon Kim, Suhong Moon, Hiroki Furuta, Gopala Anumanchipalli, Kurt Keutzer, Amir Gholami |
| 2025 | ICML | SparseLoRA: Accelerating LLM Fine-Tuning with Contextual Sparsity. | Samir Khaki, Xiuyu Li, Junxian Guo, Ligeng Zhu, Konstantinos N. Plataniotis, Amir Yazdanbakhsh, Kurt Keutzer, Song Han, Zhijian Liu |
| 2025 | ICML | QuantSpec: Self-Speculative Decoding with Hierarchical Quantized KV Cache. | Rishabh Tiwari, Haocheng Xi, Aditya Tomar, Coleman Richard Charles Hooper, Sehoon Kim, Maxwell Horton, Mahyar Najibi, Michael W. Mahoney, Kurt Keutzer, Amir Gholami |
| 2025 | ICML | Sparse Video-Gen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity. | Haocheng Xi, Shuo Yang, Yilong Zhao, Chenfeng Xu, Muyang Li, Xiuyu Li, Yujun Lin, Han Cai, Jintao Zhang, Dacheng Li, Jianfei Chen, Ion Stoica, Kurt Keutzer, Song Han |
| 2024 | AAAI | Efficient Deweahter Mixture-of-Experts with Uncertainty-Aware Feature-Wise Linear Modulation. | Rongyu Zhang, Yulin Luo, Jiaming Liu, Huanrui Yang, Zhen Dong, Denis A. Gudovskiy, Tomoyuki Okuno, Yohei Nakata, Kurt Keutzer, Yuan Du, Shanghang Zhang |
| 2024 | ACL | LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement. | Nicholas Lee, Thanakul Wattanawong, Sehoon Kim, Karttikeya Mangalam, Sheng Shen, Gopala Anumanchipalli, Michael W. Mahoney, Kurt Keutzer, Amir Gholami |
| 2024 | ACL | Aligning Large Multimodal Models with Factually Augmented RLHF. | Zhiqing Sun, Sheng Shen, Shengcao Cao, Haotian Liu, Chunyuan Li, Yikang Shen, Chuang Gan, Liangyan Gui, Yu-Xiong Wang, Yiming Yang, Kurt Keutzer, Trevor Darrell |
| 2024 | CoRL | RoVi-Aug: Robot and Viewpoint Augmentation for Cross-Embodiment Robot Learning. | Lawrence Yunliang Chen, Chenfeng Xu, Karthik Dharmarajan, Richard Cheng, Kurt Keutzer, Masayoshi Tomizuka, Quan Vuong, Ken Goldberg |
| 2024 | CoRL | Q-SLAM: Quadric Representations for Monocular SLAM. | Chensheng Peng, Chenfeng Xu, Yue Wang, Mingyu Ding, Heng Yang, Masayoshi Tomizuka, Kurt Keutzer, Marco Pavone, Wei Zhan |
| 2024 | CVPR | PromptCoT: Align Prompt Distribution via Adapted Chain-of-Thought. | Junyi Yao, Yijiang Liu, Zhen Dong, Mingfei Guo, Helan Hu, Kurt Keutzer, Li Du, Daquan Zhou, Shanghang Zhang |
| 2024 | DAC | EPIM: Efficient Processing-In-Memory Accelerators based on Epitome. | Chenyu Wang, Zhen Dong, Daquan Zhou, Zhenhua Zhu, Yu Wang, Jiashi Feng, Kurt Keutzer |
| 2024 | ECCV | Sparse Refinement for Efficient High-Resolution Semantic Segmentation. | Zhijian Liu, Zhuoyang Zhang, Samir Khaki, Shang Yang, Haotian Tang, Chenfeng Xu, Kurt Keutzer, Song Han |
| 2024 | ECCV | Magic-Me: Identity-Specific Video Customized Diffusion. | Ze Ma, Daquan Zhou, Xue-She Wang, Chun-Hsiao Yeh, Xiuyu Li, Huanrui Yang, Zhen Dong, Kurt Keutzer, Jiashi Feng |
| 2024 | EMNLP | TinyAgent: Function Calling at the Edge. | Lutfi Eren Erdogan, Nicholas Lee, Siddharth Jha, Sehoon Kim, Ryan Tabrizi, Suhong Moon, Coleman Richard Charles Hooper, Gopala Anumanchipalli, Kurt Keutzer, Amir Gholami |
| 2024 | EMNLP | One Model is All You Need: ByT5-Sanskrit, a Unified Model for Sanskrit NLP Tasks. | Sebastian Nehrdich, Oliver Hellwig, Kurt Keutzer |
| 2024 | EMNLP | LLoCO: Learning Long Contexts Offline. | Sijun Tan, Xiuyu Li, Shishir G. Patil, Ziyang Wu, Tianjun Zhang, Kurt Keutzer, Joseph Gonzalez, Raluca A. Popa |
| 2024 | EMNLP | MAgIC: Investigation of Large Language Model Powered Multi-Agent in Cognition, Adaptability, Rationality and Collaboration. | Lin Xu, Zhiyuan Hu, Daquan Zhou, Hongyu Ren, Zhen Dong, Kurt Keutzer, See-Kiong Ng, Jiashi Feng |
| 2024 | ICLR | Mixture-of-Experts Meets Instruction Tuning: A Winning Combination for Large Language Models. | Sheng Shen, Le Hou, Yanqi Zhou, Nan Du, Shayne Longpre, Jason Wei, Hyung Won Chung, Barret Zoph, William Fedus, Xinyun Chen, Tu Vu, Yuexin Wu, Wuyang Chen, Albert Webson, Yunxuan Li, Vincent Y. Zhao, Hongkun Yu, Kurt Keutzer, Trevor Darrell, Denny Zhou |
| 2024 | ICML | Split-Ensemble: Efficient OOD-aware Ensemble via Task and Model Splitting. | Anthony Chen, Huanrui Yang, Yulu Gan, Denis A. Gudovskiy, Zhen Dong, Haofan Wang, Tomoyuki Okuno, Yohei Nakata, Kurt Keutzer, Shanghang Zhang |
| 2024 | ICML | SqueezeLLM: Dense-and-Sparse Quantization. | Sehoon Kim, Coleman Hooper, Amir Gholami, Zhen Dong, Xiuyu Li, Sheng Shen, Michael W. Mahoney, Kurt Keutzer |
| 2024 | ICML | An LLM Compiler for Parallel Function Calling. | Sehoon Kim, Suhong Moon, Ryan Tabrizi, Nicholas Lee, Michael W. Mahoney, Kurt Keutzer, Amir Gholami |
| 2024 | WACV | Multitask Vision-Language Prompt Tuning. | Sheng Shen, Shijia Yang, Tianjun Zhang, Bohan Zhai, Joseph E. Gonzalez, Kurt Keutzer, Trevor Darrell |
| 2023 | CVPR | NoisyQuant: Noisy Bias-Enhanced Post-Training Activation Quantization for Vision Transformers. | Yijiang Liu, Huanrui Yang, Zhen Dong, Kurt Keutzer, Li Du, Shanghang Zhang |
| 2023 | CVPR | Open-Vocabulary Point-Cloud Object Detection without 3D Annotation. | Yuheng Lu, Chenfeng Xu, Xiaobao Wei, Xiaodong Xie, Masayoshi Tomizuka, Kurt Keutzer, Shanghang Zhang |
| 2023 | DAC | CSQ: Growing Mixed-Precision Quantization Scheme with Bi-level Continuous Sparsification. | Lirui Xiao, Huanrui Yang, Zhen Dong, Kurt Keutzer, Li Du, Shanghang Zhang |
| 2023 | EMNLP | Scaling Vision-Language Models with Sparse Mixture of Experts. | Sheng Shen, Zhewei Yao, Chunyuan Li, Trevor Darrell, Kurt Keutzer, Yuxiong He |
| 2023 | EMNLP | Simple and Effective Input Reformulations for Translation. | Brian Yu, Hansen Lillemark, Kurt Keutzer |
| 2023 | ICCV | Q-Diffusion: Quantizing Diffusion Models. | Xiuyu Li, Yijiang Liu, Long Lian, Huanrui Yang, Zhen Dong, Daniel Kang, Shanghang Zhang, Kurt Keutzer |
| 2023 | ICCV | Scale-MAE: A Scale-Aware Masked Autoencoder for Multiscale Geospatial Representation Learning. | Colorado J. Reed, Ritwik Gupta, Shufan Li, Sarah Brockman, Christopher Funk, Brian Clipp, Kurt Keutzer, Salvatore Candido, Matt Uyttendaele, Trevor Darrell |
| 2023 | ICCV | SparseFusion: Fusing Multi-Modal Sparse Representations for Multi-Sensor 3D Object Detection. | Yichen Xie, Chenfeng Xu, Marie-Julie Rakotosaona, Patrick Rim, Federico Tombari, Kurt Keutzer, Masayoshi Tomizuka, Wei Zhan |
| 2023 | ICCV | NeRF-Det: Learning Geometry-Aware Volumetric Representation for Multi-View 3D Object Detection. | Chenfeng Xu, Bichen Wu, Ji Hou, Sam S. Tsai, Ruilong Li, Jialiang Wang, Wei Zhan, Zijian He, Peter Vajda, Kurt Keutzer, Masayoshi Tomizuka |
| 2023 | ICCV | QD-BEV : Quantization-aware View-guided Distillation for Multi-view 3D Object Detection. | Yifan Zhang, Zhen Dong, Huanrui Yang, Ming Lu, Cheng-Ching Tseng, Yuan Du, Kurt Keutzer, Li Du, Shanghang Zhang |
| 2023 | ICLR | Time Will Tell: New Outlooks and A Baseline for Temporal Multi-View 3D Object Detection. | Jinhyung Park, Chenfeng Xu, Shijia Yang, Kurt Keutzer, Kris M. Kitani, Masayoshi Tomizuka, Wei Zhan |
| 2022 | AAAI | Invariant Information Bottleneck for Domain Generalization. | Bo Li, Yifei Shen, Yezhen Wang, Wenzhen Zhu, Colorado Reed, Dongsheng Li, Kurt Keutzer, Han Zhao |
| 2022 | ECCV | PreTraM: Self-supervised Pre-training via Connecting Trajectory and Map. | Chenfeng Xu, Tian Li, Chen Tang, Lingfeng Sun, Kurt Keutzer, Masayoshi Tomizuka, Alireza Fathi, Wei Zhan |
| 2022 | ECCV | Image2Point: 3D Point-Cloud Understanding with 2D Image Pretrained Models. | Chenfeng Xu, Shijia Yang, Tomer Galanti, Bichen Wu, Xiangyu Yue, Bohan Zhai, Wei Zhan, Peter Vajda, Kurt Keutzer, Masayoshi Tomizuka |
| 2022 | ECCV | MTTrans: Cross-domain Object Detection with Mean Teacher Transformer. | Jinze Yu, Jiaming Liu, Xiaobao Wei, Haoyi Zhou, Yohei Nakata, Denis A. Gudovskiy, Tomoyuki Okuno, Jianxin Li, Kurt Keutzer, Shanghang Zhang |
| 2022 | ICASSP | Integer-Only Zero-Shot Quantization for Efficient Speech Recognition. | Sehoon Kim, Amir Gholami, Zhewei Yao, Nicholas Lee, Patrick Wang, Aniruddha Nrusimha, Bohan Zhai, Tianren Gao, Michael W. Mahoney, Kurt Keutzer |
| 2022 | ICLR | How Much Can CLIP Benefit Vision-and-Language Tasks? | Sheng Shen, Liunian Harold Li, Hao Tan, Mohit Bansal, Anna Rohrbach, Kai-Wei Chang, Zhewei Yao, Kurt Keutzer |
| 2022 | ICML | Staged Training for Transformer Language Models. | Sheng Shen, Pete Walsh, Kurt Keutzer, Jesse Dodge, Matthew E. Peters, Iz Beltagy |
| 2022 | IJCAI | Domain-Adaptive Text Classification with Structured Knowledge from Unlabeled Data. | Tian Li, Xiang Chen, Zhen Dong, Kurt Keutzer, Shanghang Zhang |
| 2022 | ICRA | Prototype-Voxel Contrastive Learning for LiDAR Point Cloud Panoptic Segmentation. | Minzhe Liu, Qiang Zhou, Hengshuang Zhao, Jianing Li, Yuan Du, Kurt Keutzer, Li Du, Shanghang Zhang |
| 2022 | KDD | Learned Token Pruning for Transformers. | Sehoon Kim, Sheng Shen, David Thorsley, Amir Gholami, Woosuk Kwon, Joseph Hassoun, Kurt Keutzer |
| 2022 | WACV | Self-Supervised Pretraining Improves Self-Supervised Pretraining. | Colorado J. Reed, Xiangyu Yue, Ani Nrusimha, Sayna Ebrahimi, Vivek Vijaykumar, Richard Mao, Bo Li, Shanghang Zhang, Devin Guillory, Sean Metzger, Kurt Keutzer, Trevor Darrell |
| 2022 | WACV | Hessian-Aware Pruning and Optimal Neural Implant. | Shixing Yu, Zhewei Yao, Amir Gholami, Zhen Dong, Sehoon Kim, Michael W. Mahoney, Kurt Keutzer |
| 2021 | AAAI | ADAHESSIAN: An Adaptive Second Order Optimizer for Machine Learning. | Zhewei Yao, Amir Gholami, Sheng Shen, Mustafa Mustafa, Kurt Keutzer, Michael W. Mahoney |
| 2021 | AAAI | ePointDA: An End-to-End Simulation-to-Real Domain Adaptation Framework for LiDAR Point Cloud Segmentation. | Sicheng Zhao, Yezhen Wang, Bo Li, Bichen Wu, Yang Gao, Pengfei Xu, Trevor Darrell, Kurt Keutzer |
| 2021 | ACL | Reservoir Transformers. | Sheng Shen, Alexei Baevski, Ari S. Morcos, Kurt Keutzer, Michael Auli, Douwe Kiela |
| 2021 | CVPR | Learning Invariant Representations and Risks for Semi-Supervised Domain Adaptation. | Bo Li, Yezhen Wang, Shanghang Zhang, Dongsheng Li, Kurt Keutzer, Trevor Darrell, Han Zhao |
| 2021 | CVPR | SelfAugment: Automatic Augmentation Policies for Self-Supervised Learning. | Colorado J. Reed, Sean Metzger, Aravind Srinivas, Trevor Darrell, Kurt Keutzer |
| 2021 | CVPR | Prototypical Cross-Domain Self-Supervised Learning for Few-Shot Unsupervised Domain Adaptation. | Xiangyu Yue, Zangwei Zheng, Shanghang Zhang, Yang Gao, Trevor Darrell, Kurt Keutzer, Alberto L. Sangiovanni-Vincentelli |
| 2021 | EMNLP | What's Hidden in a One-layer Randomly Weighted Transformer? | Sheng Shen, Zhewei Yao, Douwe Kiela, Kurt Keutzer, Michael W. Mahoney |
| 2021 | FCCM | HAO: Hardware-aware Neural Architecture Optimization for Efficient Inference. | Zhen Dong, Yizhao Gao, Qijing Huang, John Wawrzynek, Hayden K. H. So, Kurt Keutzer |
| 2021 | FPGA | CoDeNet: Efficient Deployment of Input-Adaptive Object Detection on Embedded FPGAs. | Qijing Huang, Dequan Wang, Zhen Dong, Yizhao Gao, Yaohui Cai, Tian Li, Bichen Wu, Kurt Keutzer, John Wawrzynek |
| 2021 | ICASSP | Cross-Domain Sentiment Classification with Contrastive Learning and Mutual Information Maximization. | Tian Li, Xiang Chen, Shanghang Zhang, Zhen Dong, Kurt Keutzer |
| 2021 | ICCV | Visual Transformers: Where Do Transformers Really Belong in Vision Models? | Bichen Wu, Chenfeng Xu, Xiaoliang Dai, Alvin Wan, Peizhao Zhang, Zhicheng Yan, Masayoshi Tomizuka, Joseph Gonzalez, Kurt Keutzer, Peter Vajda |
| 2021 | ICCV | Region Similarity Representation Learning. | Tete Xiao, Colorado J. Reed, Xiaolong Wang, Kurt Keutzer, Trevor Darrell |
| 2021 | ICML | I-BERT: Integer-only BERT Quantization. | Sehoon Kim, Amir Gholami, Zhewei Yao, Michael W. Mahoney, Kurt Keutzer |
| 2021 | ICML | HAWQ-V3: Dyadic Neural Network Quantization. | Zhewei Yao, Zhen Dong, Zhangcheng Zheng, Amir Gholami, Jiali Yu, Eric Tan, Leyuan Wang, Qijing Huang, Yida Wang, Michael W. Mahoney, Kurt Keutzer |
| 2021 | IROS | You Only Group Once: Efficient Point-Cloud Processing with Token Representation and Relation Inference Module. | Chenfeng Xu, Bohan Zhai, Bichen Wu, Tian Li, Wei Zhan, Peter Vajda, Kurt Keutzer, Masayoshi Tomizuka |
| 2021 | WWW | Curriculum CycleGAN for Textual Sentiment Domain Adaptation with Multiple Sources. | Sicheng Zhao, Yang Xiao, Jiang Guo, Xiangyu Yue, Jufeng Yang, Ravi Krishna, Pengfei Xu, Kurt Keutzer |
| 2020 | AAAI | Inefficiency of K-FAC for Large Batch Size Training. | Linjian Ma, Gabe Montague, Jiayu Ye, Zhewei Yao, Amir Gholami, Kurt Keutzer, Michael W. Mahoney |
| 2020 | AAAI | Q-BERT: Hessian Based Ultra Low Precision Quantization of BERT. | Sheng Shen, Zhen Dong, Jiayu Ye, Linjian Ma, Zhewei Yao, Amir Gholami, Michael W. Mahoney, Kurt Keutzer |
| 2020 | AAAI | An End-to-End Visual-Audio Attention Network for Emotion Recognition in User-Generated Videos. | Sicheng Zhao, Yunsheng Ma, Yang Gu, Jufeng Yang, Tengfei Xing, Pengfei Xu, Runbo Hu, Hua Chai, Kurt Keutzer |
| 2020 | AAAI | Multi-Source Distilling Domain Adaptation. | Sicheng Zhao, Guangzhi Wang, Shanghang Zhang, Yang Gu, Yaxian Li, Zhichao Song, Pengfei Xu, Runbo Hu, Hua Chai, Kurt Keutzer |
| 2020 | CVPR | ZeroQ: A Novel Zero Shot Quantization Framework. | Yaohui Cai, Zhewei Yao, Zhen Dong, Amir Gholami, Michael W. Mahoney, Kurt Keutzer |
| 2020 | ECCV | SqueezeSegV3: Spatially-Adaptive Convolution for Efficient Point-Cloud Segmentation. | Chenfeng Xu, Bichen Wu, Zining Wang, Wei Zhan, Peter Vajda, Kurt Keutzer, Masayoshi Tomizuka |
| 2020 | EMNLP | SqueezeBERT: What can computer vision teach NLP about efficient neural networks? | Forrest N. Iandola, Albert E. Shaw, Ravi Krishna, Kurt Keutzer |
| 2020 | ICLR | Large Batch Optimization for Deep Learning: Training BERT in 76 minutes. | Yang You, Jing Li, Sashank J. Reddi, Jonathan Hseu, Sanjiv Kumar, Srinadh Bhojanapalli, Xiaodan Song, James Demmel, Kurt Keutzer, Cho-Jui Hsieh |
| 2020 | ICML | Train Big, Then Compress: Rethinking Model Size for Efficient Training and Inference of Transformers. | Zhuohan Li, Eric Wallace, Sheng Shen, Kevin Lin, Kurt Keutzer, Dan Klein, Joey Gonzalez |
| 2020 | ICML | PowerNorm: Rethinking Batch Normalization in Transformers. | Sheng Shen, Zhewei Yao, Amir Gholami, Michael W. Mahoney, Kurt Keutzer |
| 2019 | AAAI | CycleEmotionGAN: Emotional Semantic Consistency Preserved CycleGAN for Adapting Image Emotions. | Sicheng Zhao, Chuang Lin, Pengfei Xu, Sendong Zhao, Yuchen Guo, Ravi Krishna, Guiguang Ding, Kurt Keutzer |
| 2019 | CVPR | FBNet: Hardware-Aware Efficient ConvNet Design via Differentiable Neural Architecture Search. | Bichen Wu, Xiaoliang Dai, Peizhao Zhang, Yanghan Wang, Fei Sun, Yiming Wu, Yuandong Tian, Peter Vajda, Yangqing Jia, Kurt Keutzer |
| 2019 | CVPR | Trust Region Based Adversarial Attack on Neural Networks. | Zhewei Yao, Amir Gholami, Peng Xu, Kurt Keutzer, Michael W. Mahoney |
| 2019 | FPGA | Synetgy: Algorithm-hardware Co-design for ConvNet Accelerators on Embedded FPGAs. | Yifan Yang, Qijing Huang, Bichen Wu, Tianjun Zhang, Liang Ma, Giulio Gambardella, Michaela Blott, Luciano Lavagno, Kees A. Vissers, John Wawrzynek, Kurt Keutzer |
| 2019 | ICCV | HAWQ: Hessian AWare Quantization of Neural Networks With Mixed-Precision. | Zhen Dong, Zhewei Yao, Amir Gholami, Michael W. Mahoney, Kurt Keutzer |
| 2019 | ICCV | Domain Randomization and Pyramid Consistency: Simulation-to-Real Generalization Without Accessing Target Domain Data. | Xiangyu Yue, Yang Zhang, Sicheng Zhao, Alberto L. Sangiovanni-Vincentelli, Kurt Keutzer, Boqing Gong |
| 2019 | ICDM | Fast LSTM Inference by Dynamic Decomposition on Cloud Systems. | Yang You, Yuxiong He, Samyam Rajbhandari, Wenhan Wang, Cho-Jui Hsieh, Kurt Keutzer, James Demmel |
| 2019 | IJCAI | ANODE: Unconditionally Accurate Memory-Efficient Gradients for Neural ODEs. | Amir Gholaminejad, Kurt Keutzer, George Biros |
| 2019 | ICRA | SqueezeSegV2: Improved Model Structure and Unsupervised Domain Adaptation for Road-Object Segmentation from a LiDAR Point Cloud. | Bichen Wu, Xuanyu Zhou, Sicheng Zhao, Xiangyu Yue, Kurt Keutzer |
| 2019 | SC | Large-batch training for LSTM and beyond. | Yang You, Jonathan Hseu, Chris Ying, James Demmel, Kurt Keutzer, Cho-Jui Hsieh |
| 2018 | CVPR | SqueezeNext: Hardware-Aware Neural Network Design. | Amir Gholami, Kiseok Kwon, Bichen Wu, Zizheng Tai, Xiangyu Yue, Peter H. Jin, Sicheng Zhao, Kurt Keutzer |
| 2018 | CVPR | Shift: A Zero FLOP, Zero Parameter Alternative to Spatial Convolutions. | Bichen Wu, Alvin Wan, Xiangyu Yue, Peter H. Jin, Sicheng Zhao, Noah Golmant, Amir Gholaminejad, Joseph Gonzalez, Kurt Keutzer |
| 2018 | DAC | Co-design of deep neural nets and neural net accelerators for embedded vision applications. | Kiseok Kwon, Alon Amid, Amir Gholami, Bichen Wu, Krste Asanovic, Kurt Keutzer |
| 2018 | ICLR | Spatially Parallel Convolutions. | Peter H. Jin, Boris Ginsburg, Kurt Keutzer |
| 2018 | ICLR | Regret Minimization for Partially Observable Deep Reinforcement Learning. | Peter H. Jin, Sergey Levine, Kurt Keutzer |
| 2018 | ICML | Regret Minimization for Partially Observable Deep Reinforcement Learning. | Peter H. Jin, Kurt Keutzer, Sergey Levine |
| 2018 | ICPP | ImageNet Training in Minutes. | Yang You, Zhao Zhang, Cho-Jui Hsieh, James Demmel, Kurt Keutzer |
| 2018 | IJCAI | Counterexample-Guided Data Augmentation. | Tommaso Dreossi, Shromona Ghosh, Xiangyu Yue, Kurt Keutzer, Alberto L. Sangiovanni-Vincentelli, Sanjit A. Seshia |
| 2018 | IJCAI | Affective Image Content Analysis: A Comprehensive Survey. | Sicheng Zhao, Guiguang Ding, Qingming Huang, Tat-Seng Chua, Bjrn W. Schuller, Kurt Keutzer |
| 2018 | ICRA | SqueezeSeg: Convolutional Neural Nets with Recurrent CRF for Real-Time Road-Object Segmentation from 3D LiDAR Point Cloud. | Bichen Wu, Alvin Wan, Xiangyu Yue, Kurt Keutzer |
| 2018 | MICCAI | A Novel Domain Adaptation Framework for Medical Image Segmentation. | Amir Gholami, Shashank Subramanian, Varun Shenoy, Naveen Himthani, Xiangyu Yue, Sicheng Zhao, Peter H. Jin, George Biros, Kurt Keutzer |
| 2018 | SPAA | Integrated Model, Batch, and Domain Parallelism in Training Neural Networks. | Amir Gholami, Ariful Azad, Peter H. Jin, Kurt Keutzer, Aydin Bulu |
| 2017 | CVPR | SqueezeDet: Unified, Small, Low Power Fully Convolutional Neural Networks for Real-Time Object Detection for Autonomous Driving. | Bichen Wu, Forrest N. Iandola, Peter H. Jin, Kurt Keutzer |
| 2017 | VEHITS | Shallow Networks for High-accuracy Road Object-detection. | Khalid Ashraf, Bichen Wu, Forrest N. Iandola, Matthew W. Moskewicz, Kurt Keutzer |
| 2016 | CVPR | FireCaffe: Near-Linear Acceleration of Deep Neural Network Training on Compute Clusters. | Forrest N. Iandola, Matthew W. Moskewicz, Khalid Ashraf, Kurt Keutzer |
| 2016 | WiMob | Boda-RTC: Productive generation of portable, efficient code for convolutional neural networks on mobile computing platforms. | Matthew W. Moskewicz, Forrest N. Iandola, Kurt Keutzer |
| 2013 | ICIP | Communication-minimizing 2D convolution in GPU registers. | Forrest N. Iandola, David Sheffield, Michael J. Anderson, Phitchaya Mangpo Phothilimthana, Kurt Keutzer |
| 2013 | Interspeech | Hardware/software codesign for mobile speech recognition. | David Sheffield, Michael J. Anderson, Yunsup Lee, Kurt Keutzer |
| 2012 | FPL | Automatic generation of application-specific accelerators for FPGAs from python loop nests. | David Sheffield, Michael J. Anderson, Kurt Keutzer |
| 2012 | ICS | clSpMV: A Cross-Platform OpenCL SpMV Framework on GPUs. | Bor-Yiing Su, Kurt Keutzer |
| 2011 | ASRU | Fast speaker diarization using a high-level scripting language. | Ekaterina Gonina, Gerald Friedland, Henry Cook, Kurt Keutzer |
| 2011 | PPoPP | Copperhead: compiling an embedded data parallel language. | Bryan Catanzaro, Michael Garland, Kurt Keutzer |
| 2011 | WACV | A parallel region based object recognition system. | Bor-Yiing Su, Tasneem G. Brutch, Kurt Keutzer |
| 2010 | ECCV | Dense Point Trajectories by GPU-Accelerated Large Displacement Optical Flow. | Narayanan Sundaram, Thomas Brox, Kurt Keutzer |
| 2010 | ICIP | Parallel BFS graph traversal on images using structured grid. | Bor-Yiing Su, Tasneem G. Brutch, Kurt Keutzer |
| 2010 | Interspeech | Exploring recognition network representations for efficient speech inference on highly parallel platforms. | Jike Chong, Ekaterina Gonina, Kisun You, Kurt Keutzer |
| 2010 | Interspeech | Efficient manycore CHMM speech recognition for audiovisual and multistream data. | Dorothea Kolossa, Jike Chong, Steffen Zeiler, Kurt Keutzer |
| 2009 | HiPC | Optimizing the use of GPU memory in applications with large data sets. | Nadathur Satish, Narayanan Sundaram, Kurt Keutzer |
| 2009 | ICCV | Efficient, high-quality image contour detection. | Bryan Catanzaro, Bor-Yiing Su, Narayanan Sundaram, Yunsup Lee, Mark Murphy, Kurt Keutzer |
| 2009 | Interspeech | A fully data parallel WFST-based large vocabulary continuous speech recognition on a graphics processing unit. | Jike Chong, Ekaterina Gonina, Youngmin Yi, Kurt Keutzer |
| 2009 | SC | Acceleration of market value-at-risk estimation. | Matthew Dixon, Jike Chong, Kurt Keutzer |
| 2008 | DAC | Parallelizing CAD: a timely research agenda for EDA. | Bryan Catanzaro, Kurt Keutzer, Bor-Yiing Su |
| 2008 | DAC | Reinventing EDA with manycore processors. | Sachin S. Sapatnekar, Eshel Haritan, Kurt Keutzer, Anirudh Devgan, Desmond Kirkpatrick, Stephen Meier, Duaine Pryor, Tom Spyrou |
| 2008 | EMSOFT | Scheduling task dependence graphs with variable task execution times onto heterogeneous multiprocessors. | Nadathur Satish, Kaushik Ravindran, Kurt Keutzer |
| 2008 | ICCAD | Architecting parallel programs. | Joel R. Phillips, Kurt Keutzer, Michael Wrinn |
| 2008 | ICML | Fast support vector machine training and classification on graphics processors. | Bryan Catanzaro, Narayanan Sundaram, Kurt Keutzer |
| 2007 | DAC | Megatrends and EDA 2017. | Francine Bacchini, Gregory S. Spirakis, Juan Antonio Carballo, Kurt Keutzer, Aart J. de Geus, Fu-Chieh Hsu, Kazu Yamada |
| 2007 | DATE | A decomposition-based constraint optimization approach for statically scheduling task graphs with communication delays to multiprocessors. | Nadathur Satish, Kaushik Ravindran, Kurt Keutzer |
| 2005 | DAC | Closing the power gap between ASIC and custom: an ASIC perspective. | David G. Chinnery, Kurt Keutzer |
| 2005 | FPGA | Soft multiprocessor systems for network applications (abstract only). | Yujia Jin, William Plishker, Kaushik Ravindran, Nadathur Satish, Kurt Keutzer |
| 2005 | FPL | An FPGA-based Soft Multiprocessor System for IPv4 Packet Forwarding. | Kaushik Ravindran, Nadathur Satish, Yujia Jin, Kurt Keutzer |
| 2005 | ISLPED | Linear programming for sizing, V | David G. Chinnery, Kurt Keutzer |
| 2004 | DAC | EDA: this is serious business. | Robert Dahlberg, Kurt Keutzer, R. Bingham, Aart J. de Geus, Walden C. Rhines |
| 2004 | DAC | Is statistical timing statistically significant? | Richard Goldman, Kurt Keutzer, Clive Bittlestone, Ahsan Bootehsaz, Shekhar Y. Borkar, E. Chen, Louis Scheffer, Chandramouli Visweswariah |
| 2003 | CASES | Programming challenges in network processor deployment. | Chidamber Kulkarni, Matthias Gries, Christian Sauer, Kurt Keutzer |
| 2003 | DATE | Comparing Analytical Modeling with Simulation for Network Processors: A Case Study. | Matthias Gries, Chidamber Kulkarni, Christian Sauer, Kurt Keutzer |
| 2003 | ICCD | Low Power Multiplication Algorithm for Switching Activity Reduction through Operand Decomposition. | Masayuki Ito, David G. Chinnery, Kurt Keutzer |
| 2003 | ISLPED | Minimization of dynamic and static power through joint assignment of threshold voltages and sizing optimization. | David Nguyen, Abhijit Davare, Michael Orshansky, David G. Chinnery, Brandon Thompson, Kurt Keutzer |
| 2002 | DAC | A general probabilistic framework for worst case timing analysis. | Michael Orshansky, Kurt Keutzer |
| 2002 | DAC | Unified tools for SoC embedded systems: mission critical, mission impossible or mission irrelevant? | Gary Smith, Daya Nadamuni, Sharad Malik, Rick Chapman, John Fogelin, Kurt Keutzer, Grant Martin, Brian Bailey |
| 2002 | EMSOFT | Design Tools for Application Specific Embedded Processors. | Wei Qin, Subramanian Rajagopalan, Manish Vachharajani, Hangsheng Wang, Xinping Zhu, David I. August, Kurt Keutzer, Sharad Malik, Li-Shiuan Peh |
| 2002 | ICCAD | Refining switching window by time slots for crosstalk noise calculation. | Pinhong Chen, Yuji Kukimoto, Kurt Keutzer |
| 2002 | ICCD | From ASIC to ASIP: The Next Design Discontinuity. | Kurt Keutzer, Sharad Malik, A. Richard Newton |
| 2001 | DAC | Achieving 550Mhz in an ASIC Methodology. | David G. Chinnery, Borivoje Nikolic, Kurt Keutzer |
| 2001 | DAC | A Quick Safari Through the Reconfiguration Jungle. | Patrick Schaumont, Ingrid Verbauwhede, Kurt Keutzer, Majid Sarrafzadeh |
| 2001 | DAC | Addressing the System-on-a-Chip Interconnect Woes Through Communication-Based Design. | Marco Sgroi, Michael Sheets, Andrew Mihal, Kurt Keutzer, Sharad Malik, Jan M. Rabaey, Alberto L. Sangiovanni-Vincentelli |
| 2001 | ICCAD | Bus Encoding to Prevent Crosstalk Delay. | Bret M. Victor, Kurt Keutzer |
| 2001 | ICCD | A Functional Validation Technique: Biased-Random Simulation Guided by Observability-Based Coverage. | Serdar Tasiran, Farzan Fallah, David G. Chinnery, Scott J. Weber, Kurt Keutzer |
| 2000 | DAC | Closing the gap between ASIC and custom: an ASIC perspective. | David G. Chinnery, Kurt Keutzer |
| 2000 | ICCAD | Miller Factor for Gate-Level Coupling Delay Calculation. | Pinhong Chen, Desmond Kirkpatrick, Kurt Keutzer |
| 2000 | ICCAD | Switching Window Computation for Static Timing Analysis in Presence of Crosstalk Noise. | Pinhong Chen, Desmond Kirkpatrick, Kurt Keutzer |
| 2000 | ICCAD | Impact of Systematic Spatial Intra-Chip Gate Length Variability on Performance of High-Speed Digital Circuits. | Michael Orshansky, Linda Milor, Pinhong Chen, Kurt Keutzer, Chenming Hu |
| 1999 | DAC | HW and SW in Embedded System Design: Loveboat, Shipwreck, or Ships Passing in the Night. | Raul Camposano, Kurt Keutzer, Jerry Fiddler, Alberto L. Sangiovanni-Vincentelli, Jim Lansford |
| 1999 | DAC | Panel: Cell Libraries - Build vs. Buy; Static vs. Dynamic. | Kurt Keutzer, Kurt Wolf, David Pietromonaco, Jay Maxey, Jeff Lewis, Martin Lefebvre, Jeff Burns |
| 1999 | DAC | Why is ATPG Easy? | Mukul R. Prasad, Philip Chong, Kurt Keutzer |
| 1999 | ICCAD | Towards true crosstalk noise analysis. | Pinhong Chen, Kurt Keutzer |
| 1999 | ICCD | The MARCO/DARPA Gigascale Silicon Research Center. | Kurt Keutzer, A. Richard Newton |
| 1998 | DAC | Functional Vector Generation for HDL Models Using Linear Programming and 3-Satisfiability. | Farzan Fallah, Srinivas Devadas, Kurt Keutzer |
| 1998 | DAC | OCCOM: Efficient Computation of Observability-Based Code Coverage Metrics for Functional Verification. | Farzan Fallah, Srinivas Devadas, Kurt Keutzer |
| 1998 | ICCAD | Getting to the bottom of deep submicron. | Dennis Sylvester, Kurt Keutzer |
| 1998 | ITC | An algorithmic approach to optimizing fault coverage for BIST logic synthesis. | Srinivas Devadas, Kurt Keutzer |
| 1997 | FPGA | Challenges in CAD for the One Million Gate FPGA. | Kurt Keutzer |
| 1996 | FMCAD | The Need for Formal Methods for Integrated Circuit Design. | Kurt Keutzer |
| 1996 | ICCAD | An observability-based code coverage metric for functional simulation. | Srinivas Devadas, Abhijit Ghosh, Kurt Keutzer |
| 1996 | ISLPED | What is the state of the art in commercial EDA tools for low power? | Kurt Keutzer, Olivier Coudert, Ramsey W. Haddad |
| 1996 | VLSID | Mobile Communications: Demands on VLSI Technology, Design and CAD. | Anantha P. Chandrakasan, Kurt Keutzer, A. Khandekar, S. L. Maskara, B. D. Pradhan, Mani B. Srivastava |
| 1996 | VLSID | Register Transfer Level Synthesis: From Theory to Practice. | Kurt Keutzer, Sharad Malik |
| 1995 | DAC | Code Optimization Techniques for Embedded DSP Microprocessors. | Stan Y. Liao, Srinivas Devadas, Kurt Keutzer, Steven W. K. Tjiang, Albert R. Wang |
| 1995 | DAC | A Design and Validation System for Asynchronous Circuits. | Peter Vanbekbergen, Albert R. Wang, Kurt Keutzer |
| 1995 | ICCAD | Instruction selection using binate covering for code size optimization. | Stan Y. Liao, Srinivas Devadas, Kurt Keutzer, Steven W. K. Tjiang |
| 1995 | PLDI | Storage Assignment to Decrease Code Size. | Stan Y. Liao, Srinivas Devadas, Kurt Keutzer, Steven W. K. Tjiang, Albert R. Wang |
| 1994 | DAC | Hardware-Software Co-Design and ESDA. | Kurt Keutzer |
| 1993 | DAC | What is the Next Big Productivity Boost for Designers? (Panel Abstract). | Kurt Keutzer |
| 1992 | DAC | Certified Timing Verification and the Transition Delay of a Logic Circuit. | Srinivas Devadas, Kurt Keutzer, Sharad Malik, Albert R. Wang |
| 1992 | DAC | Estimation of Average Switching Activity in Combinational and Sequential Circuits. | Abhijit Ghosh, Srinivas Devadas, Kurt Keutzer, Jacob K. White |
| 1992 | ICCAD | Verification of asynchronous interface circuits with bounded wire delays. | Srinivas Devadas, Kurt Keutzer, Sharad Malik, Albert R. Wang |
| 1992 | ICCAD | On average power dissipation and random pattern testability of CMOS combinational logic networks. | Amelia Shen, Abhijit Ghosh, Srinivas Devadas, Kurt Keutzer |
| 1992 | ICCD | Statistical Timing Analysis of Combinational Circuits. | Srinivas Devadas, Horng-Fei Jyu, Kurt Keutzer, Sharad Malik |
| 1991 | DAC | Robust Delay-Fault Test Generation and Synthesis for Testability Under A Standard Scan Design Methodology. | Kwang-Ting Cheng, Srinivas Devadas, Kurt Keutzer |
| 1991 | DAC | A Synthesis-Based Test Generation and Compaction Algorithm for Multifaults. | Srinivas Devadas, Kurt Keutzer, Sharad Malik |
| 1991 | DAC | Algorithms for Synthesis of Hazard-Free Asynchronous Circuits. | Luciano Lavagno, Kurt Keutzer, Alberto L. Sangiovanni-Vincentelli |
| 1991 | ICCAD | Delay Computation in Combinational Logic Circuits: Theory and Algorithms. | Srinivas Devadas, Kurt Keutzer, Sharad Malik |
| 1991 | ICCAD | Synthesis for Testability Techniques for Asynchronous Circuits. | Kurt Keutzer, Luciano Lavagno, Alberto L. Sangiovanni-Vincentelli |
| 1991 | ICCD | Design Verfication and Reachability Analysis Using Algebraic Manipulation. | Srinivas Devadas, Kurt Keutzer, A. S. Krishnakumar |
| 1991 | ITC | Gate-Delay-Fault Testability Properties of Multiplexor-Based Networks. | Pranav Ashar, Srinivas Devadas, Kurt Keutzer |
| 1991 | ITC | A Partial Enhanced-Scan Approach to Robust Delay-Fault Test Generation for Sequential Circuits. | Kwang-Ting Cheng, Srinivas Devadas, Kurt Keutzer |
| 1991 | VTS | Recent progress in synthesis for testability. | Srinivas Devadas, Kurt Keutzer, Abhijit Ghosh |
| 1990 | DAC | Synthesis and Optimization Procedures for Robustly Delay-Fault Testable Combinational Logic Circuits. | Srinivas Devadas, Kurt Keutzer |
| 1990 | DAC | Impact and Evaluation of Competing Implementation Media for ASIC's (Panel Abstract). | Kurt Keutzer |
| 1990 | DAC | Is Redundancy Necessary to Reduce Delay. | Kurt Keutzer, Sharad Malik, Alexander Saldanha |
| 1990 | ICCAD | Testability-Preserving Circuit Transformations. | Michael J. Bryan, Srinivas Devadas, Kurt Keutzer |
| 1990 | ICCAD | An Automata-Theoretic Approach to Behavioral Equivalence. | Srinivas Devadas, Kurt Keutzer |
| 1990 | ITC | Design of integrated circuits fully testable for delay-faults and multifaults. | Srinivas Devadas, Kurt Keutzer |
| 1989 | DAC | Three Competing Design Methodologies for ASIC's: Architectual Synthesis, Logic Synthesis, Logic Synthesis and Module Generation. | Kurt Keutzer |
| 1989 | ICCAD | Boolean minimization and algebraic factorization procedures for fully testable sequential machines. | Srinivas Devadas, Kurt Keutzer |
| 1989 | ICCAD | On properties of algebraic transformation and the multifault testability of multilevel logic. | Gary D. Hachtel, Reily M. Jacoby, Kurt Keutzer, Christopher R. Morrison |
| 1988 | DAC | A Kernel-Finding State Assignment Algorithm for Multi-Level Logic. | Wayne H. Wolf, Kurt Keutzer, Janaki Akella |
| 1988 | PLDI | Anatomy of a Hardware Compiler. | Kurt Keutzer, Wayne H. Wolf |
| 1987 | DAC | DAGON: Technology Binding and Local Optimization by DAG Matching. | Kurt Keutzer |