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Mit Eems Group Pi Vivienne Sze

Mit Eems Group Pi Vivienne Sze

@miteemsviviennesze•1.5K subscribers•41 videos
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About Mit Eems Group Pi Vivienne Sze

EEMS-News -- EEMS @ MIT About EEMS-News English (USA) News and updates from the Energy-Efficient Multimedia Systems Group @ MIT (http://sze.mit.edu/) To see the collection of prior postings to the list, visit the EEMS-News Archives . ( The current archive is only available to the list members.

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Jan 29, 2018
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MIT EEMS Group - PI: Vivienne Sze Episode Catalog

Explore every episode. Find what matters.
Aug 29, 2025
21:42
CiMLoop: A Flexible, Accurate, and Fast Compute-In-Memory Modeling Tool
399100
Jul 16, 2025
38:43
WiDS 2025 - Keynote Vivienne Sze
23280
Jan 23, 2025
1:12:20
ISCA'24 - Plenary Session - Keynote by Vivienne Sze
1.8K310
Dec 26, 2023
16:34
GMMap: Memory-Efficient Continuous Occupancy Map Using Gaussian Mixture Model
1.1K353
Oct 28, 2023
4:08
Tailors: Accelerating Sparse Tensor Algebra by Overbooking Buffer Occupancy @ MICRO 2023
562100
Oct 27, 2023
4:11
HighLight: Efficient and Flexible DNN Acceleration with Hierarchical Structured Sparsity @MICRO 2023
47261
Sep 20, 2023
1:51
Sparseloop: An Analytical Approach to Sparse Tensor Accelerator Modeling @ MICRO 2022
24600
Jun 11, 2023
46:08
Systematic Modeling and Design of Sparse Tensor Accelerators [Nellie Wu]
1.3K261
Jun 11, 2023
3:04
RAELLA: Reforming the Arithmetic for Efficient, Low-Resolution, and Low-Loss Analog PIM @ ISCA 2023
46710
Apr 22, 2023
1:13:01
SPRING 2023 GRASP on Robotics: Vivienne Sze, MIT, “Efficient Computing for Autonomy and Navigation”
66900
Jan 19, 2023
10:17
Data centers on wheels: the carbon footprint of self-driving cars | Soumya Sudhakar | TEDxBoston
1.6K243
Jan 7, 2023
3:59
Memory-Efficient Gaussian Fitting for Depth Images in Real Time
19840
Jan 6, 2023
4:01
Uncertainty from Motion for DNN Monocular Depth Estimation
18310
Jan 6, 2023
25:49
Data Centers on Wheels: Emissions from Computing Onboard Autonomous Vehicles
32020
Dec 3, 2022
11:35
Sparseloop: An Analytical Approach to Sparse Tensor Accelerator Modeling @ MICRO 2022
68560
Mar 16, 2022
1:01:15
UofT Robotics Institute Seminar: Vivienne Sze
677180
Jul 20, 2021
25:52
Sparse Tensor Accelerator Modeling Tutorial @ ISCA 2021 [Part 1] (5/7)
758101
Jul 20, 2021
14:45
Sparse Tensor Accelerator Modeling Tutorial @ ISCA 2021 [Part 1] (3/7)
1.3K150
Jul 20, 2021
21:19
Sparse Tensor Accelerator Modeling Tutorial @ ISCA 2021 [Part 2] (5/6)
38741
Jul 20, 2021
7:05
Sparse Tensor Accelerator Modeling Tutorial @ ISCA 2021 [Part 2] (2/6)
66960
Jul 20, 2021
10:33
Sparse Tensor Accelerator Modeling Tutorial @ ISCA 2021 [Part 1] (4/7)
73560
Jul 20, 2021
10:42
Sparse Tensor Accelerator Modeling Tutorial @ ISCA 2021 [Part 1] (2/7)
1K100
Jul 20, 2021
17:23
Sparse Tensor Accelerator Modeling Tutorial @ ISCA 2021 [Part 2] (3/6)
44230
Jul 20, 2021
21:45
Sparse Tensor Accelerator Modeling Tutorial @ ISCA 2021 [Part 1] (7/7)
63870
Jul 20, 2021
27:00
Sparse Tensor Accelerator Modeling Tutorial @ ISCA 2021 [Part 2] (4/6)
54030
Jul 20, 2021
11:27
Sparse Tensor Accelerator Modeling Tutorial @ ISCA 2021 [Part 1] (6/7)
52130
Jul 20, 2021
12:46
Sparse Tensor Accelerator Modeling Tutorial @ ISCA 2021 [Part 2] (1/6)
65281
Jul 20, 2021
6:01
Sparse Tensor Accelerator Modeling Tutorial @ ISCA 2021 [Part 1] (1/7)
2K190
Jul 20, 2021
21:51
Sparse Tensor Accelerator Modeling Tutorial @ ISCA 2021 [Part 2] (6/6)
50140
Nov 9, 2020
18:42
Efficient Computing for Low Energy Robotics
358111
Sep 30, 2020
1:00:47
Vivienne Sze (MIT): Efficient Computing for AI & Robotics: Hardware Accelerators to Algorithm Design
2.2K320
Aug 7, 2020
21:12
Efficient Computing for AI and Robotics
32750
Jul 29, 2020
23:55
Reducing the Carbon Emissions of ML Computing - Challenges and Opportunities
949190
Jun 15, 2020
39:57
How to Evaluate Efficient Deep Neural Network Approaches
5.7K1031
Jun 15, 2020
49:20
How to evaluate Deep Neural Network Accelerators
6.6K841
Jun 2, 2020
1:13:17
tinyML Talks joint webinar with IEEE: The Intersection of SSCS and AI -- A Tale of Two Journeys
1.5K240
Jun 1, 2020
10:00
Balancing Actuation and Computing Energy in Motion Planning @ ICRA 2020
40880
Jun 1, 2020
6:33
An Efficient and Continuous Approach to Information-Theoretic Exploration @ ICRA 2020
46980
Jun 1, 2020
2:00:24
Timeloop/Accelergy Tutorial (Hands-on Session) @ ISCA 2020
2.4K251
May 26, 2020
1:55:43
Timeloop/Accelergy Tutorial @ ISCA 2020
3.6K631
May 8, 2020
53:11
Vivienne Sze (MIT) - Efficient Computing for AI and Robotics
60940
Jan 23, 2020
1:18:48
Efficient Computing for Deep Learning, Robotics, and AI (Vivienne Sze) | MIT Deep Learning Series
58.8K1.5K45
Dec 22, 2019
2:09:07
Efficient Processing of Deep Neural Network: from Algorithms to Hardware Architectures #NeurIPS2019
6.7K1202
Aug 31, 2019
29:52
SIGARCH Visioning Workshop: Agile and Open Hardware for Next Generation Computing -- Vivienne Sze
60360
Jul 16, 2019
10:20
Energy-Efficient AI | Vivienne Sze | TEDxMIT
4.3K974
Jun 4, 2019
50:51
Efficient Computing for AI and Robotics
1.4K260
May 31, 2019
56:59
Efficient Computing for Robotics and AI
73790
Apr 2, 2019
22:55
Efficient Computing for Autonomous Navigation of Miniaturized Robots
3.9K1063
Mar 14, 2019
2:35
FSMI: Fast computation of Shannon Mutual Information for information-theoretic mapping @ ICRA 2019
49450
Mar 12, 2019
7:49
Energy-Efficient AI
2.5K441
Mar 5, 2019
49:59
Efficient Computing for Autonomous Navigation w/ Algorithm-and-Hardware Co-design [Zhengdong Zhang]
690130
Mar 1, 2019
1:40
FastDepth: Fast Monocular Depth Estimation on Embedded Systems @ ICRA 2019
8.3K532
Nov 1, 2018
1:30:26
Energy-Efficient Deep Learning: Challenges and Opportunities
14.4K1754
Sep 12, 2018
26:56
Navion: An Energy-Efficient Visual-Inertial Odometry Accelerator for Micro Robotics
3.2K811
Aug 7, 2018
1:09:09
Design for Highly Flexible and Energy-Efficient Deep Neural Network Accelerators [Yu-Hsin Chen]
15.9K3044
Jul 2, 2018
52:30
Energy-Efficient Accelerators for Autonomous Navigation for Miniaturized Robots [Amr Suleiman]
670120
Jun 27, 2018
0:26
SHORT
Navion: Test chip performing real-time processing on EuRoC dataset sequence (VLSI 2018)
59820
Jun 20, 2018
0:31
SHORT
Navion: Test chip performing real-time processing on EuRoC dataset sequence (VLSI 2018)
62431
Jun 19, 2018
56:35
"Approaches for Energy Efficient Implementation of Deep Neural Networks," a Presentation from MIT
33471
Apr 19, 2018
54:05
Prof. Vivienne Sze (MIT) - Keynote Talk [Information Processing in Silicon - 2018 CSLSC@UIUC]
1.2K140
Mar 7, 2018
16:08
Towards Closing the Energy Gap Between HOG and CNN Features for Embedded Vision
69840
Mar 4, 2018
10:04
SysML 18: Vivienne Sze, Limitations of Energy-Efficient Design Approaches for Deep Neural Networks
3.1K361
Jan 31, 2018
0:06
SHORT
FAST: A Framework to Accelerate Super-Resolution Processing on Compressed Videos (CVPRW 2017)
22200
Jan 29, 2018
0:47
SHORT
Eyeriss: Deep Neural Network Accelerator (Caffe Demo - ISSCC 2016)
1.5K82
Jan 29, 2018
0:45
SHORT
Navion: Visual-Inertial Odometry on Chip (RSS 2017)
3.4K61
Sep 29, 2017
51:36
Sept 2017 Webinar MASTER
64641
Apr 11, 2017
38:12
Vivienne Sze - 2017 Vienna
43810
Oct 11, 2016
41:22
September 2016 Embedded Vision Alliance Member Meeting Presentation: MIT
98340

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