FI
Forrest Iandola
cs.CVcs.LGcs.CLcs.SDeess.AScs.AIcs.NEcs.ARcs.DCcs.GR
On Valency
published · living versionsW_ssszqkn3·v1 · currentpublished
DenseNet: Implementing Efficient ConvNet Descriptor Pyramids
with Matt Moskewicz, Sergey Karayev, Ross Girshick, Trevor Darrell +1
1 version
Preprints & journals
28 papers in the corpus · 2014–2024SqueezeMe: Mobile-Ready Distillation of Gaussian Full-Body Avatars2412.15171v4 · Forrest Iandola, Stanislav Pidhorskyi, Igor Santesteban et al.2024 · 3 citationsarXiv
Make-A-Texture: Fast Shape-Aware Texture Generation in 3 Seconds2412.07766v2 · Xiaoyu Xiang, Liat Sless Gorelik, Yuchen Fan et al.2024 · 7 citationsarXiv
Efficient Track Anything2411.18933v1 · Yunyang Xiong, Chong Zhou, Xiaoyu Xiang et al.2024 · 5 citationsarXiv
MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases2402.14905v2 · Zechun Liu, Changsheng Zhao, Forrest Iandola et al.2024 · 11 citationsarXiv
SqueezeSAM: User friendly mobile interactive segmentation2312.06736v3 · Balakrishnan Varadarajan, Bilge Soran, Forrest Iandola et al.2023 · 0 citationsarXiv
SteinDreamer: Variance Reduction for Text-to-3D Score Distillation via Stein Identity2401.00604v2 · Peihao Wang, Zhiwen Fan, Dejia Xu et al.2023 · 3 citationsarXiv
Taming Mode Collapse in Score Distillation for Text-to-3D Generation2401.00909v2 · Peihao Wang, Dejia Xu, Zhiwen Fan et al.2023 · 13 citationsarXiv
Folding Attention: Memory and Power Optimization for On-Device Transformer-based Streaming Speech Recognition2309.07988v3 · Yang Li, Liangzhen Lai, Yuan Shangguan et al.2023 · 6 citationsarXiv
EfficientSAM: Leveraged Masked Image Pretraining for Efficient Segment Anything2312.00863v1 · Yunyang Xiong, Bala Varadarajan, Lemeng Wu et al.2023 · 255 citationsarXiv
In-Context Prompt Editing For Conditional Audio Generation2311.00895v1 · Ernie Chang, Pin-Jie Lin, Yang Li et al.2023 · 3 citationsarXiv
On The Open Prompt Challenge In Conditional Audio Generation2311.00897v1 · Ernie Chang, Sidd Srinivasan, Mahi Luthra et al.2023 · 3 citationsarXiv
CVPR 2023 Text Guided Video Editing Competition2310.16003v1 · Jay Zhangjie Wu, Xiuyu Li, Difei Gao et al.2023 · 6 citationsarXiv
Enhance audio generation controllability through representation similarity regularization2309.08773v1 · Yangyang Shi, Gael Le Lan, Varun Nagaraja et al.2023 · 0 citationsarXiv
Stack-and-Delay: a new codebook pattern for music generation2309.08804v1 · Gael Le Lan, Varun Nagaraja, Ernie Chang et al.2023 · 2 citationsarXiv
SqueezeBERT: What can computer vision teach NLP about efficient neural networks?2006.11316v1 · Forrest N. Iandola, Albert E. Shaw, Ravi Krishna et al.2020 · 120 citationsarXiv
SqueezeDet: Unified, Small, Low Power Fully Convolutional Neural Networks for Real-Time Object Detection for Autonomous Driving1612.01051v4 · Bichen Wu, Alvin Wan, Forrest Iandola et al.2016 · 622 citationsarXiv
DSCnet: Replicating Lidar Point Clouds with Deep Sensor Cloning1811.07070v2 · Paden Tomasello, Sammy Sidhu, Anting Shen et al.2018 · 6 citationsarXiv
Keynote: Small Neural Nets Are Beautiful: Enabling Embedded Systems with Small Deep-Neural-Network Architectures1710.02759v1 · Forrest Iandola, Kurt Keutzer2017 · 19 citationsarXiv
Exploring the Design Space of Deep Convolutional Neural Networks at Large Scale1612.06519v1 · Forrest Iandola2016 · 14 citationsarXiv
How to scale distributed deep learning?1611.04581v1 · Peter H. Jin, Qiaochu Yuan, Forrest Iandola et al.2016 · 52 citationsarXiv
SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size1602.07360v4 · Forrest N. Iandola, Song Han, Matthew W. Moskewicz et al.2016 · 6,589 citationsarXiv
Boda-RTC: Productive Generation of Portable, Efficient Code for Convolutional Neural Networks on Mobile Computing Platforms1606.00094v2 · Matthew Moskewicz, Forrest Iandola, Kurt Keutzer2016 · 6 citationsarXiv
Shallow Networks for High-Accuracy Road Object-Detection1606.01561v1 · Khalid Ashraf, Bichen Wu, Forrest N. Iandola et al.2016 · 44 citationsarXiv
From Captions to Visual Concepts and Back1411.4952v3 · Hao Fang, Saurabh Gupta, Forrest Iandola et al.2014 · 1,432 citationsarXiv
FireCaffe: near-linear acceleration of deep neural network training on compute clusters1511.00175v2 · Forrest N. Iandola, Khalid Ashraf, Matthew W. Moskewicz et al.2015 · 302 citationsarXiv
DeepLogo: Hitting Logo Recognition with the Deep Neural Network Hammer1510.02131v1 · Forrest N. Iandola, Anting Shen, Peter Gao et al.2015 · 59 citationsarXiv
Deformable Part Models are Convolutional Neural Networks1409.5403v2 · Ross Girshick, Forrest Iandola, Trevor Darrell et al.2014 · 467 citationsarXiv
DenseNet: Implementing Efficient ConvNet Descriptor Pyramids1404.1869v1 · Forrest Iandola, Matt Moskewicz, Sergey Karayev et al.2014 · 654 citationsarXivon Valency
Career total: 54 works. 28 are in this corpus.
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