Следене
Skanda Koppula
Skanda Koppula
Google DeepMind
Потвърден имейл адрес: mit.edu - Начална страница
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Perceiver io: A general architecture for structured inputs & outputs
A Jaegle, S Borgeaud, JB Alayrac, C Doersch, C Ionescu, D Ding, ...
arXiv preprint arXiv:2107.14795, 2021
4882021
Efficient visual pretraining with contrastive detection
OJ Hénaff, S Koppula, JB Alayrac, A Van den Oord, O Vinyals, J Carreira
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
1522021
EDEN: Enabling Energy-Efficient, High-Performance Deep Neural Network Inference Using Approximate DRAM
S Koppula, L Orosa, AG Yağlıkçı, R Azizi, T Shahroodi, K Kanellopoulos, ...
Proceedings of the 52nd Annual IEEE/ACM International Symposium on …, 2019
1342019
SMASH: Co-designing software compression and hardware-accelerated indexing for efficient sparse matrix operations
K Kanellopoulos, N Vijaykumar, C Giannoula, R Azizi, S Koppula, ...
Proceedings of the 52nd Annual IEEE/ACM International Symposium on …, 2019
952019
Object discovery and representation networks
OJ Hénaff, S Koppula, E Shelhamer, D Zoran, A Jaegle, A Zisserman, ...
European conference on computer vision, 123-143, 2022
742022
Lossless adaptation of pretrained vision models for robotic manipulation
M Sharma, C Fantacci, Y Zhou, S Koppula, N Heess, J Scholz, Y Aytar
arXiv preprint arXiv:2304.06600, 2023
222023
Accurate, low-latency visual perception for autonomous racing: Challenges, mechanisms, and practical solutions
K Strobel, S Zhu, R Chang, S Koppula
2020 IEEE/RSJ international conference on intelligent robots and systems …, 2020
222020
Power-based Side-Channel Attack for AES Key Extraction on the ATmega328 Microcontroller
U Banerjee, L Ho, S Koppula
Computer Systems Security, 2015
19*2015
Hierarchical perceiver
J Carreira, S Koppula, D Zoran, A Recasens, C Ionescu, O Henaff, ...
arXiv preprint arXiv:2202.10890 3 (5), 2022
172022
Perception test: A diagnostic benchmark for multimodal video models
V Patraucean, L Smaira, A Gupta, A Recasens, L Markeeva, D Banarse, ...
Advances in Neural Information Processing Systems 36, 2024
122024
Applying the Residue Number System to Neural Network Inference
M Abdelhamid, S Koppula
arXiv preprint arXiv:1712.04614, 2017
102017
Where should i spend my flops? efficiency evaluations of visual pre-training methods
S Koppula, Y Li, E Shelhamer, A Jaegle, N Parthasarathy, R Arandjelovic, ...
arXiv preprint arXiv:2209.15589, 2022
72022
Learning a CNN-based End-to-end Controller for a Formula SAE Racecar
S Koppula
arXiv preprint arXiv:1708.02215, 2017
72017
Memory Consolidation Enables Long-Context Video Understanding
I Balažević, Y Shi, P Papalampidi, R Chaabouni, S Koppula, OJ Hénaff
arXiv preprint arXiv:2402.05861, 2024
52024
A simple recipe for contrastively pre-training video-first encoders beyond 16 frames
P Papalampidi, S Koppula, S Pathak, J Chiu, J Heyward, V Patraucean, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
52024
Energy-efficient speaker identification with low-precision networks
S Koppula, J Glass, AP Chandrakasan
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
52018
HiP: Hierarchical Perceiver
J Carreira, S Koppula, D Zoran, A Recasens, C Ionescu, O Henaff, ...
arXiv preprint arXiv:2202.10890, 2022
42022
EcoFlow: Efficient Convolutional Dataflows for Low-Power Neural Network Accelerators
L Orosa, S Koppula, Y Umuroglu, K Kanellopoulos, J Gomez-Luna, ...
arXiv preprint arXiv:2202.02310, 2022
32022
A Deep Learning Approach for Characterizing Major Galaxy Mergers
S Koppula, V Bapst, M Huertas-Company, S Blackwell, ...
arXiv preprint arXiv:2102.05182, 2021
32021
Understanding Recurrent Neural State using Memory Signatures
S Koppula, KC Sim, K Chin
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
32018
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